NDLI: CANNET: Context aware nonlocal convolutional networks for semantic image segmentation

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2015 IEEE International Conference on Image Processing (ICIP)

Unified image fusion based on application-adaptive importance measure

Reconstruction of compressively sensed ultrasound RF echoes by exploiting non-Gaussianity and temporal structure

Seeded Laplacian: An interactive image segmentation approach using eigenfunctions

Mesh segmentation with connecting parts for 3D object prototyping

Multi-kernel collaborative representation for image classification

Multi-scale local binary patterns based on path integral for texture classification

Frame-level matching of near duplicate videos based on ternary frame descriptor and iterative refinement

Talk abstract: Computational lighting design and band-sifting operators

Optimization of color quantization with total luminance for DLP projector and its evaluation system

Efficient natural color image denoising based on guided filter

Approximationorder of the lap optical flow algorithm

Load-balanced locality-sensitive hashing: A new method for efficient near duplicate image detection

Hybrid super-resolution combining example-based single-image and interpolation-based multi-image reconstruction approaches

Semantic embedding space for zero-shot action recognition

Compensation of spectral mismatch to enhance WRGB demosaicking

Estimation of angular difference between tomographic projections taken at unknown directions in 3D

Image analysis of videokymographic data

Dictionary-based multiple frame video super-resolution

A novel framework for the segmentationof mrinfant brain images

Clustered Exemplar-SVM: Discovering sub-categories for visual recognition

Robust facial landmark localization using multi partial features

Segmentation of cells in electron microscopy images through multimodal label transfer

Image denoising using optimally weighted bilateral filters: A sure and fast approach

Region based 4D tomographic image reconstruction: Application to cardiac x-ray CT

Video denoising by online 3D sparsifying transform learning

Nonparametric background model based clutter map for X-band marine radar

External and internal learning for single-image super-resolution

Correlated warped Gaussian processes for gender-specific age estimation

Image deblurring using robust sparsity priors

Ensemble classifier for joint object instance and category recognition on RGB-D data

Dynamic bi-modal fusion of images for the segmentation of pollen tubes in video

Multi-look processing of high-resolution SAS data for improved target detection performance

Affect-preserving privacy protection of video

Asymmetry evaluation of fundus images in right and left eyes using radon transform and fractal analysis

UTD-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and a wearable inertial sensor

Automatic contrast enhancement by variational minimax optimization

LGHD: A feature descriptor for matching across non-linear intensity variations

Image segmentation with the competitive learning based MS model

Distributions of local radius indices on periodic tessellations

Stochastic bilateral filter for high-dimensional images

Captured open book image de-warping using depth information

Multitask multivariate common sparse representations for robust multimodal biometrics recognition

An adaptive search ordering for rate-constrained successive elimination algorithms

Live video synopsis for multiple cameras

Color names learning using convolutional neural networks

Unsupervised sports video particles annotation based on social latent semantic analysis

Mitigating memory requirements for random trees/ferns

Improved specular regions localization and optical-flow based motion estimation via joint processing

Rate distortion analysis of high dynamic range video coding techniques

Low-complexity block size decision for HEVC intra coding using binary image feature descriptors

Computationally efficient recognition of activities of daily living

Region matching based on local structure information in ipsilateral digital breast tomosynthesis views

Scalable action localization with kernel-space hashing

Determining fluctuation in bio-nanomachines from electron microscopy images

Robustly tracking objects via multi-task kernel dynamic sparse model

Statistical hypothesis test for robust classification on the space of covariance matrices

New parametric 3D snake for medical segmentation of structures with cylindrical topology

Interactive object segmentation using single touch

User-guided graph reduction for fast image segmentation

Maximum entropy regularized group collaborative representation for face recognition

Dynamic textures clustering using a hierarchical Pitman-Yor process mixture of Dirichlet distributions

Phylogeny reconstruction for misaligned and compressed video sequences

Image deblocking using group-based sparse representation and quantization constraint prior

Applying image analysis to assess food aesthetics and uniqueness

Generalized inpainting method for hyperspectral image acquisition

Exposure bracketing via automatic exposure selection

Incremental update of feature extractor for camera identification

Whole space subclass discriminant analysis for face recognition

A regularization approach for bayer reconstruction in lossy image coding by inverse demosaicing

A highly efficient method for blind image quality assessment

Orthogonal self-guided similarity preserving projections

Watershed superpixel

Locally refinable parametric snakes

Model-based image reconstruction of chemiluminescence using a plenoptic 2.0 camera

LPI adaptive descreening method with Hadamard domain analysis

Recursive orientation estimation based on hypersurface reconstruction

Local integrity constraints for structure detection and segmentation in high-resolution earth observation images

Information extraction from very high resolution satellite SAR data time series using graph based connected features

Information-theoretic analysis of Blinn-Phong lighting with applicationto mobile cloud gaming

Character recognition for the machine reader zone of electronic identity cards

A majorize-minimize approach for high-quality depth upsampling

Geodesic weighted Bayesian model for salient object detection

Randomized spatial pooling in deep convolutional networks for scene recognition

Reflectance estimation and white balancing using multiple images

A video saliency detection method based on spatial and motion information

The THU multi-view face database for videoconferences

Categorization of cloud image patches using an improved texton-based approach

Multiple features extraction for timber defects detection and classification using SVM

DA3D: Fast and data adaptive dual domain denoising

A motion-texture aware denoising for economic hardware design

Human pose estimation with global motion cues

Subjective and objective evaluation of image inpainting quality

Deep-plant: Plant identification with convolutional neural networks

Fusion of multispectral and panchromatic images based on a novel inter-band structure model

A novel background subtraction approach based on multi layered self-organizing maps

Sensory load hierarchy-based classification of schizophrenia patients

Skew correction and line extraction in binarized printed text images

Fast H.264 to HEVC transcoder based on post-order traversal of quadtree structure

L1-Grassmann manifolds for robust face recognition

Super-resolution reconstruction using graph Laplacian penalization

A Bayesian adaptive weighted total generalized variation model for image restoration

On spatial neighborhood of patch-based super resolution

Reconstruction of compressively sampled light fields using a weighted 4D-DCT basis

CannyLines: A parameter-free line segment detector

Object classification from RGB-D images using depth context kernel descriptors

Retrieving images combining saliency detection with IRM

Investigating the feasibility of image-based nose biometrics

Gamma correction acceleration for real-time text extraction from complex colored images

Blurred image recognition using domain adaptation

Translational and rotational jitter invariant incremental principal component pursuit for video background modeling

Rotationally-invariant non-local means for image denoising and tomography

Second order Mumford-Shah model for image denoising

Supervised fractional eigenfaces

Multi-camera interference cancellation of time-of-flight (TOF) cameras

Fine-grained bird species recognition via hierarchical subset learning

Evaluating the sensory gap for earth observation images using human perception and an LDA-based computational model

A very low complexity reduced reference video quality metric based on spatio-temporal information selection

Distinctive action sketch

A sample set perspective on the classification of hyperspectral image with weighted affine constraint

Human action recognition using time-invariant key-trajectories describing spatio-temporal salient motion

Image super-resolution based on dictionary learning and anchored neighborhood regression with mutual incoherence

Quantum-computation-inspired reverse analysis texture synthesis

Classification of polarimetric SAR imagery using unsupervised H/α and extended H/α schemes to detect anomalies on earthen levees

What does a single light-ray reveal about a transparent object?

Pareto-optimal discriminant analysis

Identification of aliasing-based patterns in re-captured LCD screens

Material classification and semantic segmentation of railway track images with deep convolutional neural networks

Brushstroke based sparse hybrid convolutional neural networks for author classification of Chinese ink-wash paintings

A structure-based region detector for retinal image registration

Multi-level semantic labeling of Sky/cloud images

Class-specific hierarchical classification for HEP-2 specimen images

Fast spatially varying object motion blur estimation

Studying human behavioural responses to time-varying distortions for video quality assessment

Center-free PFCM for MRI brain image segmentation

Multiple model adaptive visual tracking with correlation filters

RGB-D saliency detection via mutual guided manifold ranking

An adaptive Lagrange multiplier determination method for rate-distortion optimisation in hybrid video codecs

Missing data super-resolution using non-local and statistical priors

EREL: Extremal regions of extremum levels

Learning occlusion patterns using semantic phrases for object detection

Fluorosocopic sequence denoising using a motion compensated multi-scale temporal filtering

Discriminative regional color co-occurrence descriptor

Sparse tensor recovery via combined first and second order high-accuracy total variation

Using steerable wavelets and minimal paths to reconstruct automatically filaments in fluorescence imaging

Ellipse-specific fitting by relaxing the 3L constraints with semidefinite programming

Real-time eye localization, blink detection, and gaze estimation system without infrared illumination

Software defined networking for video: Overview & multicast study

Online learning of multi-feature weights for robust object tracking

Low-rank regularized collaborative filtering for image denoising

Reference image based method of region of interest enhancement for haze image

Occlusion handling in feature point tracking using ranked parts based models

Exploiting effects of parts in fine-grained categorization of vehicles

360 degrees video coding using region adaptive smoothing

Reflectance spectra based skin and non-skin classification

A no reference texture granularity index and application to visual media compression

Multi-scale bisector integrals: An invariant descriptor for accurate shape retrieval

Action recognition with approximate sparse coding

Feature saliency analysis for perceptual similarity of clustered microcalcifications

Effective document image deblurring via gradient histogram preservation

Blind image deconvolution using the Sylvester resultant matrix

PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling

Multi-view descriptor mining via codeword net for action recognition

Joint metal artifact reduction and segmentation of CT images using dictionary-based image prior and continuous-relaxed potts model

An accelerated separable median filter with sorting networks

Regression based landmark estimation and multi-feature fusion for visual speech recognition

Robust video stitching using adaptive pixel transfer

Barcode annotations for medical image retrieval: A preliminary investigation

Bridging computer vision and social science: A multi-camera vision system for social interaction training analysis

Multi-class semantic segmentation of faces

Merging linear discriminant analysis with Bag of Words model for human action recognition

Scene text detection based on component-level fusion and region-level verification

Improving uniformity in detection performance of clustered microcalcifications in mammograms

Abnormal event detection via adaptive cascade dictionary learning

Guided integral filter for light field stereo matching

Learning a temporally invariant representation for visual tracking

A user-friendly interactive image inpainting framework using Laplacian coordinates

Dependent random access point pictures in HEVC

Segment-wise online learning based on greedy algorithm for real-time multi-target tracking

Fast 3D tracking and quantization of small vascular structures in 3D medical images

Bone extraction in X-ray images by analysis of line fluctuations

A comprehensive aesthetic quality assessment method for natural images using basic rules of photography

3-D image reconstruction for bio nanomachines with helical symmetry: Image formation theory

Variational multi-image stereo matching

Fast label propagation for real-time superpixels for video content

Multipass encoding for reducing pulsing artifacts in cloud based video transcoding

Image classification using RBM to encode local descriptors with group sparse learning

Neural netwok based X-ray tomography for fast inspection of apples on a conveyor belt system

Selective parts for fine-grained recognition

An extension to the PRO-MPEG COP3 codes for unequal error protection of real-time video transmission

Computationally efficient, real-time motion recognition based on bio-inspired visual and cognitive processing

An iterative algorithm for spectral estimation with spatial smoothing

Enhanced deformable part model for pedestrian detection via joint state inference

A contrario patch matching, with an application to keypoint matches validation

Fast and accurate candidate reduction using the multiclass LDA for Japanese/Chinese character recognition

A novel binarization approach for text in images

Efficient depth intra mode decision by reference pixels classification in 3D-HEVC

Atomic decomposition based anisotropic non-local structure tensor

Visual attention for content based image retrieval

Color deflickering for high-speed video in the presence of artificial lighting

On the accuracy of point localisation in a circular camera-array

Face hallucination based on nonparametric Bayesian learning

Context aware model for articulated human pose estimation

Adaptive multi-task learning for fine-grained categorization

Parameter optimisation for vision guided terrestrial locomotion: Multi-frame

Adaptive regularization level set evolution for medical image segmentation and bias field correction

High-accuracy 3D image stitching for robot-based inspection systems

Discriminative label consistent dictionary learning

Extraction of hierarchical structure of web communities including salient keyword estimation for web video retrieval

Factor graphs for inverse problems: Accelerated phase contrast magnetic resonance imaging

Evolutionary fusion of local texture patterns for facial expression recognition

Delaunay-supported edges for image graphs

Adaptive visual target detection and tracking using incremental appearance learning

Improving background estimation for faint astronomical object detection

Extending α-expansion to a larger set of regularization functions

Upsampled-view distortion optimization for mixed resolution 3D Video Coding

Automatic detection of colonoscopic anomalies using capsule endoscopy

Denoising of natural stochastic colored-textures based on fractional brownian motion model

Transformation of focus profiles for digital autofocus

Efficient cost volume sampling for plane sweeping based multiview depth estimation

Feature extraction of handwritten Kannada characters using curvelets and principal component analysis

Shannon-Kotelnikov mappings for softcast-based joint source-channel video coding

User interactive segmentation with partially growing random forest

The hidden structure of image datasets

Salient object detection using normalized cut and geodesics

Sequential non-rigid point registration for 3D human pose tracking

Spatial-temporal recovery for hierarchical frame based video compressed sensing

Sparse least-squares prediction for intra image coding

Combined 2D and 3D web-based visualisation of on-set big media data

Adaptive appearance learning for human pose estimation

DCSLAM: A dynamically constrained real-time slam

Fast and exact bi-directional fitting of active appearance models

Object tracking with adaptive motion modeling of particle filter and support vector machines

Plant identification using triangular representation based on salient points and margin points

Visual tracking via manifold regularized local structured sparse representation model

Online view sampling for estimating depth from light fields

A new unsupervised model of action recognition

Facial age estimation via extended curvature Gabor filter

Large visual words for large scale image classification

Line meets as-projective-as-possible image stitching with moving DLT

Spatial domain quantization noise based image filtering detection

Automatic classification of tissues using T1 and T2 relaxation times from prostate MRI: A step towards generation of PET/MR attenuation map

Post inserted object calibration for stereo video rectification

Fitting 3D Morphable Face Models using local features

4D non-local means post-filtering for cardiac gated SPECT

Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging

Anomaly detection by using random projection forest

Repositioning the salient region of videos by using active illumination

Albedo assisted high-quality shape recovery from 4D light fields

L1-fusion: Robust linear-time image recovery from few severely corrupted copies

Motion estimation for non-overlapping cameras by improvement of feature points matching based on urban 3D structure

Multithreading AdaBoost framework for object recognition

A robust gesture recognition using hand local data and skeleton trajectory

Structured feature-graph model for human activity recognition

The quest for the integration of visual saliency models in objective image quality assessment: A distraction power compensated combination strategy

Sparse concept discriminant matrix factorization for image representation

A multi-view video synopsis framework

HEVC video authentication using data embedding technique

Histograms of locally aggregated oriented gradients

LQ-bundle adjustment

Crowd modeling using social networks

VLSI friendly fast CU/PU mode decision for HEVC intra encoding: Leveraging convolution neural network

Saliency map based improved segmentation

Efficient O(1) edge-aware filter

Local feature embedding for supervised image classification

Parallax rectification for spectrally-coded plenoptic cameras

Textureless object detection using cumulative orientation feature

Facial video super resolution using semantic exemplar components

Fast image super-resolution via selective manifold learning of high-resolution patches

A maximal interest-point strategy applied to image enhancement with external priors

A self-organizing lattice Boltzmann active contour (SOLBAC) approach for fast and robust object region segmentation

Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving

Artrieval: Painting retrieval without expert knowledge

Hierarchical tucker tensor regression: Application to brain imaging data analysis

Recognizing hand-object interactions in wearable camera videos

Robust visual tracking via discriminative sequential ranking

Low complexity unsupervised multi-camera color calibration with application to panoramic video capturing

Classification of interferometric SAR images based on parametric modeling in the fractional fourier transform domain

DEEPFOCAL: A method for direct focal length estimation

Outdoor scene labelling with learned features and region consistency activation

Image based rendering technique via sparse representation in shearlet domain

Encoding rotation invariant features in HEP-2 cell classification

ROI-based rate control using tiles for an HEVC encoded video stream over a lossy network

Graph modelling of 3D geometric information for color consistency of multiview images

A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching

Dark image enhancement based onpairwise target contrast and multi-scale detail boosting

Large-area depth recovery for RGB-D camera

Multi-view image inpainting with sparse representations

Low-complexity rate control in video coding based on bi-geometric transparent composite models

A saliency model for automated tumor detection in breast ultrasound images

Texture classification with fuzzy color co-occurrence matrices

Perceptual screen content image quality assessment and compression

Photographic paper classification via local radius index metric

Reconstruction for stochastic 3-D signals with symmetric statistics in noise: Electron microscopy of virus particles

Synthesis of light-field raw data from RGB-D images

External forces for active contours using the undecimated wavelet transform

Noise correction of image labeling in crowdsourcing

Inverse halftoning with grouping singular value decomposition

Robust visual tracking using joint scale-spatial correlation filters

Region-based brain selection and classification on pet images for Alzheimer's disease computer aided diagnosis

Context adaptive mode sorting for fast HEVC mode decision

Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation

Dimensionality reduction by supervised locality analysis

Vessel region detection in coronary X-ray angiograms

Robust steganalysis based on training set construction and ensemble classifiers weighting

Volume visualization for out-of-core 3D images based on semi-adaptive partitioning

Face sketch synthesis using non-local means and patch-based seaming

Distributed compressed sensing for photo-acoustic imaging

Temporal aggregation for large-scale query-by-image video retrieval

Subject identification based on EEG responses to video stimuli

Image denoising in multiplicative noise

Fast inter mode decision for HEVC based on transparent composite model

High throughput parallel scheme for HEVC deblocking filter

Efficient regression priors for reducing image compression artifacts

Short local descriptors from 2D connected pattern spectra

An automatic energy-based region growing method for ultrasound image segmentation

Locality sensitive discriminative dictionary learning

Shape encoding for edge map image compression

Online person orientation estimation based on classifier update

A feature subtraction method for image based kinship verification under uncontrolled environments

Fluctuations of disparity space image for stereo matching in untextured regions

Visual aesthetic quality assessment with a regression model

Evaluation of 60 full-reference image quality metrics on the CID:IQ

Fast CU size decision and PU mode decision algorithm in HEVC intra coding

Mode-dependent transform competition for HEVC

Content based video retrieval on mobile devices: How much content is enough?

FACE2GPS: Estimating geographic location from facial features

Background-foreground tracking for video object segmentation

Rotation invariant similarity measure for non-local self-similarity based image denoising

Group-based hyperspectral image denoising using low rank representation

Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors

High-order regularization for stereo color editing

Robust multi-object tracking using confident detections and safe tracklets

A Study on PUF characteristics for counterfeit detection

Robust pose normalization for face recognition under varying views

Partially discrete magnetic resonance tomography

May the torcher light our way: A negative-accelerated active learning framework for image classification

Tensor-based subspace learning for tracking salt-dome boundaries

Object segmentation with deep regression

Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx)

Rate-distortion optimized optical flow estimation

PerSIM: Multi-resolution image quality assessment in the perceptually uniform color domain

Removing camera fingerprint to disguise photograph source

Visual saliency by extended quantum cuts

A two-stage video coding framework with both self-adaptive redundant dictionary and adaptively orthonormalized DCT basis

Guided inpainting with cluster-based auxiliary information

Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences

Refractive stereo ray tracing for reconstructing underwater structures

Multi-exposure image fusion: A patch-wise approach

Automatic classification of skin lesions using geometrical measurements of adaptive neighborhoods and local binary patterns

Image resolution enhancement based on novel view synthesis

Challenges in cloud based ingest and encoding for high quality streaming media

Notes on image processing with partial differential equations

Scene text detection using sequential nontext filtering

Image-based evaluation of treatment responses of facial wrinkles using LDDMM registration and Gabor features

Boosted human head pose estimation using kinect camera

Region-based image retargeting quality assessment

How much bandwidth does surveillance system require?

Salient object carving

Unsupervised segmentation using dynamic superpixel random walks

AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification

Visual tracking via guided filter

Cascade of classifiers based on binary, non-binary and deep convolutional network descriptors for video concept detection

Quantification of the 3D collagen network geometry in confocal reflection microscopy

Fast image completion method using patch offset statistics

Facial landmark detection via cascade multi-channel convolutional neural network

A discriminative tracklets representation for crowd analysis

Novel general KNN classifier and general nearest mean classifier for visual classification

Multi-feature hashing based on SNR maximization

Texture based sub-PU motion inheritance for depth coding

Novel features for microcalcification detection in digital mammogram images based on wavelet and statistical analysis

A robust nonsymmetric student's-t finite mixture model for MR image segmentation

Learning shape priors for object segmentation via neural networks

Edge model based fusion of multi-focus images using matting method

Co-saliency detection via similarity-based saliency propagation

On the improvement of no-reference mean opinion score estimation accuracy by following a frame-level regression approach

Nonparametric empirical Bayes estimation for multiplicative multiscale innovation in photon-limited imaging

Progressive feature matching via triplet graph

A spectral unmixing method based on wavelet weighted similarity

Universal lossless coding with random user access: The cost of interactivity

An effective eye states detection method based on the projection of the gray interval distribution

Super-resolution for mixed-resolution multiview image plus depth data using a novel two-stage high-frequency extrapolation method for occluded areas

Hyperspectral image interpretation based on partial least squares

Beyond local phase quantization: Mid-level blurred image representation using fisher vector

Learning depth from a single image using visual-depth words

An objective 3D quality assessment model to adjust stereo camera baseline

High performance loop filter for HEVC

Illumination robust optical flow estimation by illumination-chromaticity decoupling

Nonparametric scene parsing with deep convolutional features and dense alignment

Detecting repetitive elements with accurate locations and shapes from urban façade

Cross-modality hashing with partial correspondence

Copy mode for static screen content coding with HEVC

Cross-pose color facial expression recognition using transductive transfer linear discriminat analysis

Reflection removal using disparity and gradient-sparsity via smoothing algorithm

Deep CCA based super vector for action recognition

A framework for image-based asset generation and animation

Prostate detection from abdominal ultrasound images: A part based approach

Image classification: No features, no clustering

Color decorrelation helps visual saliency detection

Tiger: A texture-illumination guided energy response model for illumination robust local saliency

CBRA: Color-based ranking aggregation for person re-identification

Abandoned object detection using operator-space pursuit

Regularized single-image super-resolution based on progressive gradient estimation

A new Mumford-Shah type model involvinga smoothing operator for multiphase image segmentation

Pixel-grain prediction and K-order UEG-rice entropy coding oriented lossless frame memory compression for motion estimation in HEVC

Image denoising via coded aperture photography

Fast and accurate bilateral filtering using Gauss-polynomial decomposition

Efficient calibration for multi-plane homography using a laser level

CDF 9/7 wavelets as sparsifying operator in compressive holography

Graph regularized discriminant analysis and its application to face recognition

Fine-grained visual categorization with fine-tuned segmentation

Efficient scalable compression of sparsely sampled images

Product tree quantization for approximate nearest neighbor search

Biologically motivated spiral architecture for fast video processing

Sparse coding-based spatiotemporal saliency for action recognition

Three-dimensional reconstruction from heterogeneous video devices with camera-in-view information

Reproducible evaluation of Pan-Tilt-Zoom tracking

Diagnostic color estimation of tissue components in pathology images via von Mises mixture model

Compressive sensing of video with weighted sensing and measurement allocation

Spatio-temporal pyramid cuboid matching for action recognition using depth maps

A novel moving parameter estimation approach offast moving targets based on phase extraction

PSF accuracy measure for evaluation of blur estimation algorithms

Moving camera human activity localization and recognition with motionplanes and multiple homographies

Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR

Motion vector fields based video coding

Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features

Image quality assessment based on DCT subband similarity

Incorporating image degeneration modeling with multitask learning for image super-resolution

Facial landmark detection via pose-induced auto-encoder networks

Image fingerprinting system based on collusion secure code and watermarking method

Point-cut: Fixation point-based image segmentation using random walk model

Partially occluded object detection by finding the visible features and parts

Super-resolution from learning the enhancement ratio and texture/residual dictionary

Lung segmentation in chest radiographs using distance regularized level set and deep-structured learning and inference

Four-channel lifting-householder-based Hadamard transform

How to make nD images well-composed without interpolation

Overview of the multiview high efficiency video coding (MV-HEVC) standard

High dynamic range map estimation via fully connected random fields with stochastic cliques

Performance analysis of retargeting pyramid and its applications

DPM revisited: Utilizing root-part spatial distribution for vehicle viewpoint estimation

Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing

No-reference image quality assessment for removal of processed and unprocessed noise

A fast method for inferring high-quality simply-connected superpixels

Saliency detection using a background probability model

Robust local and global shape context for tattoo image matching

Probabilistic continuous edge detection using local symmetry

Predictive graph construction for image compression

User adaptive transcoding for video teleconferencing

Max-margin analysis based patch sampling for discovery of mid-level parts

A map estimation framework for HDR video synthesis

Cost aggregation table: A theoretic derivation on the Markov random field and its relation to message passing

Superpixel-based statistical anomaly detection for sense and avoid

Real-time upper body pose estimation from depth images

Single face image super-resolution via solo dictionary learning

Compressed domain video processing for tile based panoramic streaming using HEVC

Automatic detection of martian dust storms from heterogeneous data based on decision level fusion

Inter-channel relation based vectorial total variation for color image recovery

Image quality evaluation using image quality ruler and graphical model

True motion compensation with feature detection for frame rate up-conversion

Unifying the random walker algorithm and the SIR model for graph clustering and image segmentation

Improving deep convolutional neural networks with unsupervised feature learning

Real-time vehicle back-up warning system with a single camera

Depth edge based trilateral filter method for stereo matching

Kernel matrix trimming for improved Kernel K-means clustering

Elliptical monogenic representation of color images and local frequency analysis

Destriping algorithm with L0 sparsity prior for remote sensing images

Adaptive autoregressive model with window extension via explicit geometry for image interpolation

Accelerating the over-relaxed iterative shrinkage-thresholding algorithms with fast and exact line search for high resolution tomographic image reconstruction

Regularization in metric learning for person re-identification

Watermarking for position-mapping-based halftoning

Median robust extended local binary pattern for texture classification

Depth upsampling method via Markov random fields without edge-misaligned artifacts

Exploiting multiple detections to learn robust brightness transfer functions in re-identification systems

Visual voice activity detection based on spatiotemporal information and bag of words

Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods

Difference of Gaussian statistical features based blind image quality assessment: A deep learning approach

Image coding with incomplete transform competition for HEVC

Crowd motion monitoring using tracklet-based commotion measure

Belief-propagation-based robust decoding for two-dimensional barcodes to overcome distortion and occlusion and its extension to multi-view decoding

Gesture recognition using active body parts and active difference signatures

A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance

Full-reference visual quality assessment for synthetic images: A subjective study

Robust internal exemplar-based image enhancement

Scene text recognition with deeper convolutional neural networks

Local mean spatio-temporal feature for depth image-based speed-up action recognition

Reduced-reference perceptual quality assessment for video streaming

Improving distinctiveness of brisk features using depth maps

Nonconvex reconstruction for low-dimensional fluorescence molecular tomographic poisson observations

Palette mode — A new coding tool in screen content coding extensions of HEVC

Online multi-person tracking based on global sparse collaborative representations

Coercive region-level registration for multi-modal images

Estimation of eye gaze direction angles based on active appearance models

Automatic detection of necrosis, normoxia and hypoxia in tumors from multimodal cytological images

Anomaly detection in crowd scenes via online adaptive one-class support vector machines

Object recognition based on deformable edge set

Near-duplicate detection and alignment for multi-view videos

Large-scale nonlinear facial image classification based on approximate kernel Extreme Learning Machine

Towards sign language recognition based on body parts relations

Predicting discrete probability distribution of image emotions

Privacy in mini-drone based video surveillance

Traffic accident detection through a hydrodynamic lens

SWAP-NODE: A regularization approach for deep convolutional neural networks

Clinical deep brain stimulation region prediction using regression forests from high-field MRI

Outlier aggregation to pick up scattered watermark energy

Data-driven progressive compression of colored 3D mesh

Multi-resolution super-pixels and their applications on fluorescent mesenchymal stem cells images using 1-D SIFT merging

Understanding symmetric smoothing filters via Gaussian mixtures

Subject-centered multi-view feature fusion for neuroimaging retrieval and classification

Reversible watermarking using enhanced local prediction

How to exploit large image data in the fields of texture classification: A case study with local binary patterns

Intel realsense = Real low cost gaze

Learning discriminative occlusion feature for depth ordering inference on monocular image

Hybrid coding of visual content and local image features

Dynamic time-alignment k-means kernel clustering for time sequence clustering

A hybrid approach for salt dome detection in 2D and 3D seismic data

Thermography spatial resolution enhancement by non-rigid registration with visible imagery

Predictive multiple motion fields for trajectory completion: Application to surveillance systems

Filtering SVM frame-by-frame binary classification in a detection framework

Context-aware lane marking detection on urban roads

Improving egocentric vision of daily activities

Fast motion blur compensation in HEVC using fixed-length filter

Dual-ARM VIS/NIR compressive spectral imager

Adaptive quantisation in HEVC for contouring artefacts removal in UHD content

A database of reflected irradiance field with depth for image based relighting

Moving object detection from moving platforms using Lagrange multiplier

Hyperspectral classification via learnt features

An efficient face classification method based on shared and class-specific dictionary learning

A visual comfort assessment metric for stereoscopic images

Online supervised hashing

SIPF: Scale invariant point feature for 3D point clouds

Land use and land cover classification base on image saliency map cooperated coding

Event retrieval using motion barcodes

Adaptive search of background models for object detection in images taken by moving cameras

Superpixel-driven graph transform for image compression

Face anti-spoofing based on color texture analysis

Transparent texture transfer

Automatic video to point cloud registration in a structure-from-motion framework

ARFBF model for non stationary random fields and application in HRTEM images

Supertexton-based segmentation in early Drosophila oogenesis

3D trajectory reconstruction under refraction at a cylindrical surface

Optimal bit allocation in HEVC for real-time video communications

Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh

One-frame delay for dynamic photometric compensation in a projector-camera system

Point set registration based on implicit surface fitting with equivalent distance

Fast encoding of 3D color-plus-depth video based on 3D-HEVC

Stair detection and tracking from egocentric stereo vision

A novel feature descriptor based on microscopy image statistics

Multi-scale/multi-resolution Kronecker compressive imaging

Landmark-based fisher vector representation for video-based face verification

Sparsity preserving multiple canonical correlation analysis with visual emotion recognition to multi-feature fusion

Object modeling and trajectory estimations for traffic analysis

Retina verification using a combined points and edges approach

Facial point detection using convolutional neural network transferred from a heterogeneous task

Optimized multilevel fringe patterns for real-time 3D shape measurement with defocused projector

Modeling of H.264/AVC based video transmission distortion over wireless network

A new data coding scheme using contrast-controllable color intersection

Within-class penalty based multi-class support vector machine

Motion estimation and compensation for fisheye warped video

Two-level multi-task metric learning with application to multi-classification

Tapping motion blur for robust normal estimation of planar scenes

Joint classification of actions with matrix completion

Multi-instance learning via instance-based and bag-based representation transformations

Is pedestrian detection robust for surveillance?

A video texture database for perceptual compression and quality assessment

Service provisioning and profit maximization in network-assisted adaptive HTTP streaming

Simultaneous estimation of image quality and distortion via multi-task convolutional neural networks

Prediction of facial soft tissue deformations with improved rubin-bodner model after craniomaxillofacial (CMF) surgery

Complex-valued hough transforms for circles

Multifocus image fusion based on surface area analysis

A novel integer-pixel motion estimation algorithm based on quadratic prediction

Radiometric calibration for HDR imaging

Multi-scale saliency of 3D colored meshes

Residue boundary histograms for action recognition in the compressed domain

Coupled ensemble graph cuts and object verification for animal segmentation from highly cluttered videos

Single image super-resolution based on self-examples using context-dependent subpatches

Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging

Efficient image-space extraction and representation of 3D surface topography

BIT: Bio-inspired tracker

Visual tracking with astructured local model

Facial point detection based on a convolutional neural network with optimal mini-batch procedure

Regularization of deep neural networks using a novel companion objective function

Model-based (passive) heart rate estimation using remote video recording of moving human subjects illuminated by ambient light

Seeing as it happens: Real time 3D video event visualization

Kernel subspace alignment for unsupervised domain adaptation

Rate-distortion evaluation for two-layer coding systems

Unsupervised cosegmentation based on global clustering and saliency

An iterative convergence algorithm for single/multi ground plane detection and angle estimation with RGB-D camera

Interactive image segmentation via cascaded metric learning

Local feature learning for face recognition under varying poses

A multi-standard interpolation hardware solution for H.264 and HEVC

Automatic assessment of online fashion shopping photo aesthetic quality

Simple effective image and video color correction using quaternion distance metric

Towards defining groups and crowds in video using the atomic group actions dataset

Human activity recognition based on pose points selection

Contributions to lossless coding of medical images using minimum rate predictors

Image splicing detection with local illumination estimation

Analysis on spectral effects of dark-channel prior for haze removal

Deep structured learning for mass segmentation from mammograms

Contrast enhancement of back-light images via a regional rank-1 constraint

Limitations of the SSIM quality metric in the context of diagnostic imaging

Super-resolution image synthesis using the physical pixel arrangementofalight field camera

Auto-synchronized selective encryption of video contents for an improved transmission robustness over error-prone channels

Template based inter-layer prediction for high dynamic range scalable compression

A hierarchical anti-occlusion tracking algorithm based on DMPF and ORB

Hand and object segmentation from RGB-D images for interaction with planar surfaces

Self-supervised road detection from a single image

MR image reconstruction of a regularly undersampled signal using quadratic phase scrambling

Fast-match: Fast and robust feature matching on large images

Multi-level action detection via learning latent structure

Automatic image segmentation with Anisotropic Fast Marching algorithm and geodesic voting

A sensitive and efficient method for measuring change in cortical thickness using fuzzy correspondence in Alzheimer's disease

Super-resolution for inconsistent scalable video streaming

Comparing feature detectors: A bias in the repeatability criteria

Improving surf interest point detection for defocus blur robustness

A frame level metric for just noticeable temporal pumping artifact in videos encoded with the hierarchical prediction structure

Globally consistent alignment for mosaicking aerial images

Depth and angular resolution in plenoptic cameras

Edge detection method of Gaussian block distance

Channel detection in microscope images of materials using marked point process modeling

Cross-layer features in convolutional neural networks for generic classification tasks

Nano-scale context-sensitive semantic segmentation

Double layer salient parts based multi-people tracking

Computer aided endoscope diagnosis via weakly labeled data mining

Geometry-based ranking for mobile 3D visual search using hierarchically structured multi-view features

Hand gesture recognition and spotting in uncontrolled environments based on classifier weighting

Real-time dynamic texture recognition using random sampling and dimension reduction

Improved cluster center adaption for image classification

ROI encryption for the HEVC coded video contents

LR-CNN for fine-grained classification with varying resolution

A geometrical-model-based face recognition

Automatic segmentation of pathological lung using incremental nonnegative matrix factorization

BM3D-AMP: A new image recovery algorithm based on BM3D denoising

Assessing the visual effect of non-periodic temporal variation of quantization stepsize in compressed video

Salient object detection from distinctive features in low contrast images

Classification based on weighted sparse representation using smoothed $L^{0}$ norm with non-negative coefficients

Temporally consistent hole filling method based on global optimization with label propagation for 3D video

Knowledge as action: A cognitive framework for indoor scene classification

Geometrical graph matching using Monte Carlo tree search

One gaze is worth ten thousand (key-)words

Comparison of subjective viewing test methods for image quality assessment

Simultaneous motion correction and T1 estimation in quantitative T1 mapping: An ML restoration approach

Co-regularized deep representations for video summarization

Gradient preserving RGB-to-gray conversion using random forest

Learning deep compact descriptor with bagging auto-encoders for object retrieval

Real-time semantic context labeling for image understanding

Facial image analysis based on two-dimensional linear discriminant analysis exploiting symmetry

Fast affine-invariant image matching based on global Bhattacharyya measure with adaptive tree

Leveraging shape and depth in user authentication from in-air hand gestures

Learning histopathological regions of interest by fusing bottom-up and top-down information

A pattern recognition approach to make accessible the geographic images for blind and visually impaired

Multiple kernel boosting based tracking using pooling features

A sparse coding method for semi-supervised segmentation with multi-class histogram constraints

Encoding and decoding local binary patterns for harsh face illumination normalization

A generalized form of the InSAR phase unwrapping problem based on a compressed sensing technique

Depth-weighted group-wise principal component analysis for video foreground/background separation

Graph-based motion estimation and compensation for dynamic 3D point cloud compression

Perceptual backlight scaling for low power liquid crystal displays based on visual saliency

Statistical approach for motion estimation skipping (SAMEK)

Generalized Sobel Filters for gradient estimation of distorted images

Local extrema based Digital Dropout detection in degraded archived media

Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields

A compact shot representation for video semantic indexing

UGraSP: A unified framework for activity recognition and person identification using graph signal processing

Multivalued label diffusion for semi-supervised segmentation

Human fall detection via shape analysis on Riemannian manifolds with applications to elderly care

Structured representation-based robust agile-beam LADAR imaging

Traffic analysis without motion features

Screen content image segmentation using least absolute deviation fitting

CHORD: Cascaded and a contrario method for hole crack detection

High-throughput and low-complexity binary arithmetic decoder based on logarithmic domain

Semantics constrained dictionary learning for signer-independent sign language recognition

Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation

Multimodal topic modeling based geo-annotation for social event detection in large photo collections

Digital image correlation for small strain measurement in deformable solids and geomechanical structures

Sampling optimization for on-chip compressive video

A framework for view-dependent hologram representation and adaptive reconstruction

Detecting different sub-types of acute myelogenous leukemia using dictionary learning and sparse representation

Pattern-based k-level cutset reconstruction

Weather classification with deep convolutional neural networks

DREM: Decoupled region energy model for image segmentation

A multi-resolution approach to depth field estimation in dense image arrays

Angular upsampling of projection measurements in 3D computed tomography using a sparsity prior

Liver segmentation using superpixel-based graph cuts and restricted regions of shape constrains

Motion driven tonal stabilization

Scale estimation with difference of ordered residuals

3D perception based quality pooling on stereoscopic image

Iterative mask generation method for handling occlusion in optical flow assisted view interpolation

Model-based iterative reconstruction for magnetic resonance fingerprinting

Specular reflection removal using local structural similarity and chromaticity consistency

3D window localization on building facades from aerial images

A study of subjective video quality at various frame rates

Inter-picture prediction based on 3D point cloud model

Crowd flow segmentation in compressed domain using CRF

Invariant characterization of DOVID security features using a photometric descriptor

Quality prediction of asymmetrically compressed stereoscopic videos

Predictive prefetching for MPEG DASH over LTE networks

Multi-label active learning with label correlation for image classification

Facial expression recognition in the wild using rich deep features

Bilateral symmetry detection based on scale invariant structure feature

A two-stage hog feature extraction processor embedded with SVM for pedestrian detection

Real-life violent social interaction detection

Cross-domain recognition by identifying compact joint subspaces

Texture classification using Rao's distance: An EM algorithm on the poincaré half plane

Instantaneous real-time head pose at a distance

Features we trust!

PET image reconstruction and denoising on hexagonal lattices

Parallel light speed labeling: An efficient connected component labeling algorithm for multi-core processors

Scale- and orientation-invariant keypoints in higher-dimensional data

Efficient regression priors for post-processing demosaiced images

Feature extraction via multi-view non-negative matrix factorization with local graph regularization

Retinal-inspired filtering for dynamic image coding

An automatic muscle fiber orientation tracking algorithm using Bayesian Kalman Filter for ultrasound images

Superpixel matching-based depth propagation for 2D-to-3D conversion with joint bilateral filtering

Robust statistical shape analysis based on the tangent shape space

Utilizing the Bezier descriptors for hand gesture recognition

Upsampling the depth map with its own properties

BI-sparsity pursuit for robust subspace recovery

Depth estimation by analyzing intensity distribution for light-field cameras

Learning unified sparse representations for multi-modal data

Multivariate texture discrimination using a principal geodesic classifier

Mine the fine: Fine-grained fragment discovery

3D visual discomfort predictor based on neural activity statistics

A hybrid motion estimation technique for fisheye video sequences based on equisolid re-projection

Recovering intrinsic images from image sequences using total variation models

Stochastic model for curvilinear structure reconstruction using morphological profiles

Quality assurance in large collections of video sequences

Stereo radargrammetry using airborne SAR images without GCP

Interactive multiview video scheduling through bargaining

Countering anti-forensics of image resampling

Perceptual evaluation of single image dehazing algorithms

Improving spatial codification in semantic segmentation

Out-of-the-loop information hiding for HEVC video

Radial lens distortion correction using cascaded one-parameter division model

An array-based node-oriented max-tree representation

Ortho-diffusion decompositions for face recognition from low quality images

Center-based weighted kernel linear regression for image classification

A 3D face recognition method using region-based extended local binary pattern

Cluster encoding for modelling temporal variation in video

Dense femur reconstruction from two x-ray images using generic 3D model with twist correction

Texture classification using uniform rotation invariant gradient

Segmentationof pathological lungs from CT chest images

Background modeling in videos revisited using finite mixtures of generalized Gaussians and spatial information

Validation and reliability of the discriminative power of geometric wood log end features

A multi-frame optical flow spot tracker

An optimized first-order method for image restoration

Non-homogeneous priors in a Bayesian latent class model for ocean color inversion

DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals

A particle filter based sequential trajectory classifier for behavior analysis in video surveillance

DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals

Biologically inspired deep stereo model

An optimization-based approach for restoring missing structures and textures in images

Coverage evaluation of camera networks for facilitating big-data management in film production

Low-complexity separable multiplier-less loop filter for video coding

Objective quality metric for 3D virtual views

A conjointly well localized quadrature mirror filterbank

A low-light image enhancement method for both denoising and contrast enlarging

Orientation robust object detection in aerial images using deep convolutional neural network

Encrypting only AC coefficient signs considered harmful

Segmentation of liver tumor via nonlocal active contours

Low-complexity HOG for efficient video saliency

Fast sparse edge-based intrinsic image decomposition guided by chromaticity gradients

Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images

Unequal error protection for real-time video streaming using expanding window reed-solomon code

Estimating two-dimensional blood flow velocities from videos

Facial feature parsing and landmark detection via low-rank matrix decomposition

Sparse recursive filtering for O(1) stereo matching

Unsupervised hierarchical image segmentation based on Bayesian sequential partitioning

Image aesthetics depends on context

Recursive optimization of spherical watermarking using transportation theory

Contextual kernel map learning for scene transduction

Traffic flow from a low frame rate city camera

Locality sensitive dictionary learning for image classification

Source camera device identification based on raw images

Visual tracking via orthogonal sparse coding

An efficient coding framework for compact descriptors extracted from video sequence

Logarithmic multiresolution analysis

Video summarization through change detection in a non-overlapping camera network

Accelerating CDVS extraction on mobile platform

An a-contrario approach to quasi-periodic noise removal

Per-patch metric learning for robust image matching

Scene statistics of authentically distorted images in perceptually relevant color spaces for blind image quality assessment

IRIS super-resolution via nonparametric over-complete dictionary learning

Adaptive residual interpolation for color image demosaicking

Texture-based vessel classifier for electro-optical satellite imagery

Directional ringlet intensity feature transform for tracking

Fast single-image upsampling with relative edge growth rate priors

Sparsity-based depth image restoration using surface priors and RGB-D correlations

Audiovisual voice activity detection using off-the-shelf cameras

Real-time software synchronisation of webcams for live 3D tracking

3D facial model synthesis using coupled dictionaries

Creating descriptive visual words for tag ranking of compressed social image

Towards automating visual in-field monitoring of crop health

Halo control for LHE based local adaptive tone mapping

A two-stage video object segmentation using motion and color information

Asplünd's metric defined in the logarithmic image processing (LIP) framework for colour and multivariate images

Font finder: Visual recognition of typeface in printed documents

Semi-supervised learning based on group sparse for relative attributes

A fuzzy approach to real-time digital color reproduction of clothing with 3D camera

Attribute constrained subspace learning

Multiple features based shared models for background subtraction

Firefly: A hardware-friendly real-time local brightness adjustment method

Image transmorphing with JPEG

Robust texture features based on undecimated dual-tree complex wavelets and local magnitude binary patterns

Road extraction via adaptive graph cuts with multiple features

A computational model for predicting local distortion visibility via convolutional neural network trainedon natural scenes

Block structure reuse for multi-rate high efficiency video coding

Combining nonuniform sampling, hybrid super vector, and random forest with discriminative decision trees for action recognition

Hyper-parameter optimization of deep convolutional networks for object recognition

Age estimation under changes in image quality: An experimental study

Graph-based transforms for inter predicted video coding

Connecting the dots without clues: Unsupervised domain adaptation for cross-domain visual classification

Tomographic image reconstruction withaspatially varying Gaussian mixture prior

Cross-modality pose-invariant facial expression

Partially tagged image clustering

Multiple object tracking based on sparse generative appearance modeling

Parts-based multi-task sparse learning for visual tracking

Face image assessment learned with objective and relative face image qualities for improved face recognition

Segmenting similar shapes via weighted group-similarity active contours

Multi-pose face hallucination via neighbor embedding for facial components

Sparse edit propagation for high resolution image using support vector machines

Visual comfort assessment for stereoscopic 3D images based on salient discomfort regions

Synthetic face generation under various operational conditions in video surveillance

Piecewise distortion correction for fisheye lenses

Saliency detection using two-stage scoring

Facial makeup detection via selected gradient orientation of entropy information

Interpreting sports tactic based on latent context-free grammar

Image segmentation using clique based shape prior and the Mumford Shah Functional

Rank-aware graph fusion with contextual dissimilarity measurement for image retrieval

Disc segmentation and BMO-MRW measurement from SD-OCT image using graph search and tracing of three bench mark reference layers of retina

LASP: Local adaptive super-pixels

Recovering background regions in videos of cluttered urban scenes

Rotate intra block copy for still image coding

Action recognition using joint coordinates of 3D skeleton data

Modelling local deep convolutional neural network features to improve fine-grained image classification

Reduced-reference quality assessment based on the entropy of DNT coefficients of locally weighted gradients

Seamless switching of H.265/HEVC-coded dash representations with open GOP prediction structure

Building change detection based on 3D reconstruction

Robust contrast enhancement of noisy low-light images: Denoising-enhancement-completion

Objectness estimation using edges

Epitomic image factorization via neighbor-embedding

Using the unity® game engine as a platform for advanced real time cinema image processing

Computational 3D reconstruction of FAR and big size objects using synthetic apeture integral imaging

Ultrasound median nerve localization by classification based on despeckle filtering and feature selection

Depth from accidental motion using geometry prior

Multiple exposure integration for restoring all in-focus images

Path vs. destination: A case study of blind noise assessment using modified ant shortest path

An Augmented Lagrangian Method for image reconstruction with multiple features

Accurate scale estimation based on unsynchronized camera network

The measurement of cell viability based on temporal bag of words for image sequences

Application of image processing techniques for frog call classification

A location-aware scale-space method for salient object detection

A curvelet-based distance measure for seismic images

Single-shot fourier transform multispectroscopy

Fast aircraft detection in satellite images based on convolutional neural networks

Fast tracking via context depth model learning

Motion retrieval using consistency of epipolar geometry

An algorithm based on LBPV and MIL for left atrial thrombi detection using transesophageal echocardiography

Image colorization via color propagation and rank minimization

Fast single image dehazing with domain transformation-based edge-preserving filter and weighted quadtree subdivision

Towards privacy-preserving recognition of human activities

Quality control in crowdsourced object segmentation

Construction of a bird image dataset for ecological investigations

Reranking of person re-identification by manifold-based approach

Dictionary learning based superpixels clustering for weakly-supervised semantic segmentation

Active image pair selection for continuous person re-identification

Image super-resolution from compressed sensing observations

An estimation-theoretic approach to video denoiseing

Optical coherence tomography image segmentation

A layered method for determining manga text bubble reading order

Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures

Sampling piecewise smooth signals and its application to image up-sampling

A complexity-based adaptive tile partitioning algorithm for HEVC decoder parallelization

Face detection and landmark localization using Bilayer Tree Structured Model

Optimized lifting schemes based on ENO stencils for image approximation

Local sensing with global recovery

Chromatic calibration of an HDR display using 3D octree forests

SVM with OpenCL: High performance implementation of support vector machines on heterogeneous systems

Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF

Superpixel-based depth map inpainting for RGB-D view synthesis

On the role of non-local Menger curvature in image processing

Exemplar based metric learning for robust visual localization

Learning the discriminative dictionary for sparse representation by a general fisher regularized model

Multi-resolution compressed sensing reconstruction via approximate message passing

Detecting specular highlights in dermatological images

Predicting audio-visual salient events based on visual, audio and text modalities for movie summarization

Face de-identification with expressions preservation

Motion estimation via hierarchical block matching and graph cut

Improved raindrop detection using combined shape and saliency descriptors with scene context isolation

Fast object instance search in videos from one example

Template-based statistical shape modelling on deformation space

Ranked k-means clustering for terahertz image segmentation

Multi-class weather classification on single images

Transforms for intra prediction residuals based on prediction inaccuracy modeling

PMPA: A patch-based multiscale products algorithm for image denoising

A low-power 490 mpixels/s hardware accelerator for pyramidal decomposition of images

Texture characterization via improved deterministic walks on image-generated complex network

Activity recognition with volume motion templates and histograms of 3D gradients

A non-parametric CFAR detector based on SAR sea clutter statistical modeling

Object recognition with top-down visual attention modeling for behavioral studies

Data rate and dynamic range compression of medical images: Which one goes first?

A level set-based framework for 3D kidney segmentation from diffusion MR images

Angle constrained path for clustering of multiple manifolds

Utilizing image-based features in biomedical document classification

Detect coherent motions in crowd scenes based on tracklets association

Searching for nearest neighbors with a dense space partitioning

Precise eye localization with improved SDM

Transductive video co-segmentation on the temporal trees

Effect of camera-IMU displacement calibration error on tracking performance

Salient object detection via objectness measure

In-network view re-sampling for interactive free viewpoint video streaming

Learning deep features for image emotion classification

Beating cilia identification in fluorescence microscope images for accurate CBF measurement

A fairness-aware smooth rate adaptation approach for dynamic HTTP streaming

Dictionary learning for a sparse appearance model in visual tracking

Laplace-Beltrami spectra for shape comparison of surfaces in 3D using the closest point method

Superpixel based patch match for differently exposed images with moving objects and camera movements

Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume

Low-rank tensor decomposition based anomaly detection for hyperspectral imagery

Background subtraction for static & moving camera

High-order information for robust iris recognition under less controlled conditions

The use of deep learning features in a hierarchical classifier learned with the minimization of a non-greedy loss function that delays gratification

Combat sports analytics: Boxing punch classification using overhead depthimagery

Learning space-time dictionaries for blind compressed sensing dynamic MRI reconstruction

Simultaneous extraction of two adjacent bony structures in x-ray images: Application to hip joint segmentation

Real time railway extraction by angle alignment measure

Denoising-based image reconstruction from pixels located at non-integer positions

Ask the dictionary: Soft-assignment location-orientation pooling for image classification

Highcapacity data-hiding for 3D meshes based on static arithmetic coding

Colorto grayscale image conversion using modulation domain quadratic programming

Detection of pedestrian crossing road

Generatinga 3D hand model from frontal color and range scans

Weighted sparse representation using a learned distance metric for face recognition

Multi-temporal foreground detection in videos

Lossless screen content coding in HEVC based on sample-wise median and edge prediction

Saliency cuts based on adaptive triple thresholding

Histogram of gradient magnitudes: A rotation invariant texture-descriptor

Fine-structured object segmentation via local and nonlocal neighborhood propagation

Head pose estimation via probabilistic high-dimensional regression

Hierarchical multi-VLAD for image retrieval

Rank analysis of a light field for dual-layer 3D displays

Group saliency propagation for large scale and quick image co-segmentation

Parameter tuning of CLAHE based on multi-objective optimization to achieve different contrast levels in medical images

A spatial class LDA model for classification of sports scene images

Graph regularized low-rank matrix recovery for robust person re-identification

Non-local/local image filters using fast eigenvalue filtering

Active shape model unleashed with multi-scale local appearance

CANNET: Context aware nonlocal convolutional networks for semantic image segmentation

SDM-BSM: A fusing depth scheme for human action recognition

Adaptive exposure fusion for high dynamic range imaging

Recovering size and shape of polyp from endoscope image by RBF-NN modification

Identifying epileptic seizures based on a template-based eyeball detection technique

The embeddability of lane detection algorithms on heterogeneous architectures

Class noise removal and correction for image classification using ensemble margin

High dynamic range content calibration for accurate acquisition and display

On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation

Towards reduction of the training and search running time complexities for non-rigid object segmentation

Improving calibration of thermal stereo cameras using heated calibration board

Using line consistency to estimate 3D indoor Manhattan scene layout from a single image

Helicobacter pylori infection detection from multiple x-ray images based on combination use of support vector machine and multiple kernel learning

Lenselet image compression scheme based on subaperture images streaming

NSLIC: SLIC superpixels based on nonstationarity measure

UHD image reconstruction by estimating interpolation error

Optimal transport using Helmholtz-Hodge decomposition and first-order primal-dual algorithms

Learning-based depth estimation from 2D images using GIST and saliency

Feature regions based on graph optimization for robust reversible watermarking

Low-cost license plate detection using a calibrated camera

Gradient-domain image decomposition for image recovery

Indexing fingerprint database with minutiae based coaxial Gaussian track code and quantized lookup table

Pseudo four-channel image denoising for noisy CFA raw data

Real-time human body parts localization from dynamic vision sensor

Myocardium segmentation on 3D spect images

In-air handwritten Chinese character recognition using multi-stage classifier based on adaptive discriminative locality alignment

Sentiment analysis of Chinese micro-blog based on multi-modal correlation model

T-clustering: Image clustering by tensor decomposition

Ground-based cloud image categorization using deep convolutional visual features

Automatic detection of bone marrow infiltration by multiple myeloma detection in low-dose CT

Efficient 2×2 block-based connected components labeling algorithms

Locally controlled regularized spatiotemporal anisotropic diffusion

Spatial matching of sketches without point correspondence

Multi-modal big-data management for film production

Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests

Evaluating the effects of image compression in Moiré-pattern-based face-spoofing detection

HEVC inverse transform architecture utilizing coefficient sparsity

Hybrid key: An automatic tool for real-time high quality chroma keying

Fast 2D and 3D image processing with OpenCL

Efficient background subtraction with low-rank and sparse matrix decomposition

Block dependent dictionary based disparity compensation for stereo image coding

Salience based hierarchical fuzzy representation for object recognition

Color-coded pattern for non metric camera calibration

Blind multiply distorted image quality assessment using relevant perceptual features

Integrability-regularized phase unwrapping via sparse error correction

Parameter estimation for LP regularized image deconvolution

Robust and fast moving object detection in a non-stationary camera via foreground probability based sampling

Class-specific sparse codes for representing activities

Asymptotic closed-loop design for transform domain temporal prediction

Robust laser stripe extraction using ridge segmentation and region ranking for 3D reconstruction of reflective and uneven surface

A dual block coordinate proximal algorithm with application to deconvolution of interlaced video sequences

Face attribute classification using attribute-aware correlation map and gated convolutional neural networks

Improved 3D sparse maps for high-performance SFM with low-cost omnidirectional robots

A bag-of-features approach for malignancy detection in breast histopathology images

Contextual object tracker with structure encoding

Robust visual tracking via discriminative sequential ranking

Saliency weighted quality assessment of tone-mapped images

Single underwater image enhancement using depth estimation based on blurriness

Multivariate optimization for multifractal-based texture segmentation

Complex modulation computer-generated hologram by a fast hybrid point-source/wave-field approach

Dynamic texture and geometry features for facial expression recognition in video

Fast CU partition decision using machine learning for screen content compression

RST-invariant sketch retrieval based on circular description

Focal length change compensation for monocular slam

Robust visual tracking via guided low-rank subspace learning

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CANNET: Context aware nonlocal convolutional networks for semantic image segmentation

Content Provider	IEEE Xplore Digital Library
Author	Lingyan Ran Yanning Zhang Gang Hua
Copyright Year	2015
Description	Author affiliation: Sch. of Comput. Sci., Northwestern Polytech. Univ., Xian, China (Lingyan Ran; Yanning Zhang) \|\| Dept. of Comput. Sci., Stevens Inst. of Technol., Hoboken, NJ, USA (Gang Hua)
Abstract	Semantic segmentation has long been a hot topic, most methods are the region based method, which lost connection information to their neighbors. In this paper we propose to encode context information into convolutional networks on this semantic labeling task. Firstly, we propose the nonlocal convolution kernel, which extracts feature from larger neighbor regions without introducing more parameters. Then we build up a context aware module, which takes both local patch and nonlocal neighbor information into account. At last we embed the module into convolutional networks and tested the improvement on benchmark datasets.
Starting Page	4669
Ending Page	4673
File Size	1329142
Page Count	5
File Format	PDF
e-ISBN	9781479983391
DOI	10.1109/ICIP.2015.7351692
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-09-27
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Kernel Context-aware services Feature extraction Context Training Semantics Image segmentation context aware module Semantic segmentation sparse kernel
Content Type	Text
Resource Type	Article

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