NDLI: Tracking articulated human movements witha component based approach to boosted multiple instance learning

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2015 IEEE International Conference on Image Processing (ICIP)

2014 IEEE International Conference on Image Processing (ICIP)

2013 IEEE International Conference on Image Processing

Message from the general co-chairs

Technical program chairs' overview

Organizing committee

Table of contents

Fast EPI based depth for plenoptic cameras

Gradient-based time to contact on paracatadioptric camera

Measurement coding for compressive imaging using a structural measuremnet matrix

Adaptive temporal compressive sensing for video

Gaussian mixture model for video compressive sensing

A fast and accurate re-calibration technique for misaligned stereo cameras

Video stabilization with L1–L2 optimization

Stereoscopic video quality assessment based on stereo just-noticeable difference model

Quality assessment methods for perceptual video compression

Length-independent refinement of video quality metrics based on multiway data analysis

A no-reference video quality assessment based on Laplacian pyramids

A spatiotemporal no-reference video quality assessment model

Objective quality metrics for video scalability

Performance evaluation of objective video quality metrics on mixed spatiotemporal resolution content

Fast principal component pursuit via alternating minimization

How the distribution of salient objects in images influences salient object detection

Estimation of signal dependent noise parameters from a single image

Information in a photon: Relating entropy and maximum-likelihood range estimation using single-photon counting detectors

Image denoising using dual tree statistical models for complex wavelet transform coefficient magnitudes

From relation between filter-based MRFs model and sparsity based method to the pursuit of natural images space

Mining activities using sticky multimodal dual hierarchical Dirichlet process hidden Markov model

Radiometric compensation for procam system based on anchoring theory

A color transformation method based on color theme that takes constraints on color ratio and spatial coherence into consideration

Stereo image quality assessment using a binocular just noticeable difference model

Learning to detect contours in natural images via biologically motivated schemes

The visual perception sensitivity for achromatic noise and chromatic noise

Subjective study of binocular rivalry in stereoscopic images with transmission and compression artifacts

Video compressive sensing using multiple measurement vectors

Sparse representation based action and gesture recognition

K-WEB: Nonnegative dictionary learning for sparse image representations

Online adaptive dictionary learning and weighted sparse coding for abnormality detection

Guided search consensus: Large scale point cloud registration by convex optimization

Image unprojection for 3D surface reconstruction: A triangulation-based approach

Discriminative dictionary learning with spatial priors

SDSP: A novel saliency detection method by combining simple priors

Multi-scale region-based saliency detection using W2 distance on N-dimensional normal distributions

Gestalt saliency: Salient region detection based on Gestalt principles

Learning a blind image quality index based on visual saliency guided sampling and Gabor filtering

Inferring what the videographer wanted to capture

Memorability of natural scenes: The role of attention

Contextual information based visual saliency model

Nonlocal center-surround reconstruction-based bottom-up saliency estimation

Learning top down scene context for visual attention modeling in natural images

Multi-scale visual attention & saliency modelling with decision theory

Focused pooling for objective quality estimation

Gaze location prediction for broadcast football video using Bayesian integration of low level features and top-down cues

Impact of image appeal on visual attention during photo triaging

2D mel-cepstrum based saliency detection

Structured Textons for texture representation

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation

Subregion based local descriptor

BRINT: A binary rotation invariant and noise tolerant texture descriptor

Unsupervised feature learning using Markov deep belief network

A boosting approach to learning receptive fields for scene categorization

Sketching by perceptual grouping

A robust RGB-D SLAM system for 3D environment with planar surfaces

Adaptive image decomposition via dictionary learning with stuctural incoherence

Intrinsic image evaluation on synthetic complex scenes

On dense sampling size

Occlusion-aware layered scene recovery from light fields

Metric plane rectification using symmetric vanishing points

AMSAC: An adaptive robust estimator for model fitting

Two dimensional analysis sparse model

Color de-rendering using coupled dictionary learning

SAR image classification with normalized gamma process mixtures

Phase retrieval for a class of 2-D signals characterized by first-order difference equations

Fusion of depth and color for an improved active shape model

Low rank and sparse matrix reconstruction with partial support knowledge for surveillance video processing

Robust two-dimensional principal component analysis via alternating optimization

Dynamic and clinical PET data reconstruction: A nonparametric Bayesian approach

Sparse recovery of complex phase-encoded velocity images using iterative thresholding

A relaxed factorial Markov random field for colour and depth estimation from a single foggy image

Surface reconstruction using isocontours of constant depth and gradient

Phase unwrapping and denoising for time-of-flight imaging using generalized approximate message passing

A global image fidelity metric: Visual distance and its properties

A no-reference image sharpness estimation based on expectation of wavelet transform coefficients

Image quality estimation for different spatial resolutions

Subjective and objective quality assessment for images with contrast change

Visual complexity assessment of painting images

Color-tone similarity of digital images

Perceptual quality assessment for color image inpainting

An evaluation of stereo matching methods for view interpolation

No-reference quality metric for depth maps

A probabilistic pairwise-preference predictor for image quality

A foreground object based quantitative assessment of dense stereo approaches for use in automotive environments

A novel SVD-based image quality assessment metric

Machine learning-based multi-channel evaluation pooling strategy for image quality assessment

Improving K-SVD denoising by post-processing its method-noise

Dual-domain image denoising

Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures

L infinity total generalized variation for color image recovery

A nonlocal means based adaptive denoising framework for mixed image noise removal

Sure-optimal two-dimensional Savitzky-Golay filters for image denoising

Anisotropically foveated nonlocal image denoising

Joint blind deblurring and destriping for remote sensing images

Optimized JPEG image decompression with super-resolution interpolation using multi-order total variation

Fast variational Bayesian approaches applied to large dimensional problems

Logarithmic total variation regularization for cross-validation in photon-limited imaging

Sparse sequence recovery via a maximum a posteriori estimation

Kernel compressive sensing

Restricted Boltzmann machine approach to couple dictionary training for image super-resolution

Fast L1 smoothing splines with an application to Kinect depth data

Multidimensional overlap-add and overlap-save for correlation and convolution

Fast Gaussian filter with second-order shift property of DCT-5

Facial landmark localization via boosted and adaptive filters

An active contour model based on multiple boundary measures

A volume-based method for denoising on curved surfaces

Local weighted Gaussian curvature for image processing

Signal and image denoising without regularization

Adaptive non-local means for multiview image denoising: Searching for the right patches via a statistical approach

Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences

Night video enhancement using improved dark channel prior

Specular highlight enhancement from video sequences

Sparsity-based soft decoding of compressed images in transform domain

Dual deblurring leveraged by image matching

Correcting camera shake by incremental sparse approximation

Patch-based blind deconvolution with parametric interpolation of convolution kernels

Frame-based image deblurring with unknown boundary conditions using the alternating direction method of multipliers

Blind image deblurring with unknown boundaries using the alternating direction method of multipliers

An EM-based hybrid Fourier-wavelet image deconvolution algorithm

Automatic 3D reconstruction of mitochondrion with local intensity distribution signature and shape feature

A supervised multiview spectral embedding method for neuroimaging classification

3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model

2-SiMDoM: A 2-Sieve model for detection of mitosis in multispectral breast cancer imagery

Automatic detection of retinal vascular landmark features for colour fundus image matching and patient longitudinal study

Smoothing posterior probabilities with a particle filter of dirichlet distribution for stabilizing colorectal NBI endoscopy recognition

Multi-scale analysis of skin hyper-pigmentation evolution

Adaptive joint nonlocal means denoising back projection for image super resolution

A single-image super-resolution method via low-rank matrix recovery and nonlinear mappings

Fast single-image super-resolution with filter selection

Optimized neighbor embeddings for single-image super-resolution

Guided image upsampling using bitmap tracing

Image interpolation using shearlet based sparsity priors

Dynamic super resolution of depth sequences with non-rigid motions

Vector field convolution medialness applied to neuron tracing

Drosophila eye nuclei segmentation based on graph cut and convex shape prior

A case analysis of the impact of prior center of gravity estimation over skull-stripping algorithms in MR images

Voxel labelling in CT images with data-driven contextual features

Left ventricle segmentation from cardiac MRI combining level set methods with deep belief networks

Efficient image completion method based on alternating direction theory

KCFA-based missing area restoration including new priority estimation

Human motion capture data recovery via trajectory-based sparse representation

Fast single image fog removal using the adaptive Wiener filter

Prior and macro-filling order for image completion

Kinect depth restoration via energy minimization with TV21 regularization

Example based depth from fog

Classification of human epithelial type 2 cell images using independent component analysis

Diagnostically lossless compression of X-ray angiography images based on automatic segmentation using ray-casting and α-shapes

Combining a bottom up and top down classifiers for the segmentation of the left ventricle from cardiac imagery

Nonrigid image registration with two-sided space-fractional partial differential equations

Super-resolution in cardiac PET using mass-preserving image registration

Adaptive mesh generation for image registration and segmentation

CT slice retrieval by shape ellipses descriptors for skull repairing

The shortest warping path based multiple images alignment

Dense image correspondence under large appearance variations

LIDAR to image coregistration on orbital data

Keypoint matching and image registration using sparse representations

Video stabilization by estimation of similarity transformation from integral projections

High dynamic range imaging by a rank-1 constraint

Weight optimization for multiple image integration

Integer fast lapped biorthogonal transform via applications of DCT matrices and dyadic-valued factors for lifting coefficient blocks

DTCWT based medical ultrasound images despeckling using LS parameter optimization

Parallelized 45 degrees rotated image integration

Improved ellipse fitting by considering the eccentricity of data point sets

Scale-space compression and its application using spectral theory

Structured learning for crowd motion segmentation

A generalized data-driven Hamiltonian Monte Carlo for hierarchical activity search

Circulant structures and graph signal processing

Hierarchical OBB-sphere tree for large-scale range data management

A directional shock diffusion approach to single image super-resolution

Design of synthesis filter banks for the structural similarity index

Super-resolution through non-linear enhancement filters

Edge curve scaling and smoothing with cubic spline interpolation

Multichannel sampling of low light level scenes with unknown shifts

Patch-based bilateral filter: Algorithms and performance

A fast and robust deblurring technique on high noise environment

Blind deconvolution using a nondimensional Gaussianity measure

Single image dehazing based on reliability map of dark channel prior

Image enhancement revisited: From first order to second order statistics

Histogram shrinking for power-saving contrast enhancement

Video deblurring based on bidirectional motion compensation and accurate blur kernel estimation

Rolling shutter correction for video with large depth of field

Probabilistic depth-guided multi-view image denoising

Single color image dehazing based on digital total variation filter with color transfer

Single-image deraining using an adaptive nonlocal means filter

Foveation filter using multiband energy scaling in DCT domain

Restoration of foggy and motion-blurred road scenes

Face hallucination based on PCA dictionary pairs

Depth map inpainting and super-resolution based on internal statistics of geometry and appearance

Image super-resolution via non-local steering kernel regression regularization

Single image super-resolution using adaptive domain transformation

Single-image superresolution of self-similar textures

Depth image super-resolution using multi-dictionary sparse representation

Video super-resolution for mixed resolution stereo

Edge preserving single image super resolution in sparse environment

A joint learning based face hallucination approach for low quality face image

Super resolution method adapted to spatial contrast

Face hallucination revisited: A joint framework

Image interpolation using Gabor filter

Image resizing with SIFT feature preservation

Arbitrary factor image interpolation by convolution kernel constrained 2-D autoregressive modeling

Motion-compensated compressed-sensing reconstruction for dynamic MRI

A majorize-minimize memory gradient algorithm applied to X-ray tomography

Adaptive low rank and sparse decomposition of video using compressive sensing

Spatially directional predictive coding for block-based compressive sensing of natural images

New insights in Huber and TV-like regularizers in microwave imaging

A new ab initio reconstruction method from unknown-direction projections of 2D binary set

Direct inversion of Mojette projections

Validation of Mojette reconstruction from Radon acquisitions

Cubic surface fitting to image with edges as constraints

Image restoration with 2-D non-separable oversampled lapped transforms

Image restoration via efficient Gaussian mixture model learning

Fast image retargeting via axis-aligned importance scaling

Generalized image retargeting via convex optimization

Frequency-domain analysis of discrete wavelet transform coefficients and their adaptive shrinkage for anti-aliasing

Denoising of Time-of-Flight depth data via iteratively reweighted least squares minimization

Projective image restoration using sparsity regularization

Adaptive deblurring of surveillance video sequences that deteriorate over time

Kinect depth map based enhancement for low light surveillance image

A Bayesian approach for natural image denoising

A wavelets based de-ringing technique for DCT based compressed visual data

A sparse linear model for saliency-guided decolorization

Adaptive-weighted bilateral filtering for optical coherence tomography

Boosting “shotgun denoising” by patch normalization

Adaptive real-time image smoothing using local binary patterns and Gaussian filters

Stain unmixing in brightfield multiplexed immunohistochemistry

Automatic measurement on CT images for patella dislocation diagnosis

Optimal and efficient segmentation for 3D vascular forest structure with graph cuts

A new active contour model-based segmentation approach for accurate extraction of the lesion from breast DCE-MRI

Segmentation of kidneys from computed tomography using 3D fast GrowCut algorithm

Fuzzy logic and local features based medical image segmentation

Three dimensional segmentation of fluorescence microscopy images using active surfaces

Automatic detection of small spherical lesions using multiscale approach in 3D medical images

Quantifying challenging images of fiber-like structures

Detecting mild traumatic brain injury using dynamic low level context

Track fast-moving tiny flies by adaptive LBP feature and cascaded data association

A shape-template based two-stage corpus callosum segmentation technique for sagittal plane T1-weighted brain magnetic resonance images

Efficient graph cuts based extraction of vertebral column and ribs in lung MDCT images

Rotations in the Mojette space

Discriminative filter based regression learning for facial expression recognition

Detection and removal of random-valued impulse noise from images using sparse representations

Detecting structured light patterns in colour images using a support vector machine

A novel guided image filter using orthogonal geodesic distance weight

Fast impulsive noise removal in color images

Accuracy improvement of histogram-based image filtering

Bilateral filter: Graph spectral interpretation and extensions

Salient level lines selection using the Mumford-Shah functional

A microcalcification enhancement method for mammogram images

Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology

A hybrid active contour model with structure feature for image segmentation

Depth estimation and depth enhancement by diffusion of depth features

Stable denoising-enhancement of images by telegraph-diffusion operators

A combined active contours method for segmentation using localization and multiresolution

Image fusion based on a sparse linear system

Affine SoftAssign with bidirectional distance for point matching

Extended depth-of-field via focus stacking and graph cuts

Scalable video fusion

Fourier based registration of differentially scaled images

An effective histogram binning for mutual information based registration of optical imagery and 3D LiDAR data

Fast mosaicing of cystoscopic images from dense correspondence: Combined SURF and TV-L1 optical flow method

Panoramic image generation with lens distortions

Multimodal image fusion via sparse representation with local patch dictionaries

A mobile spherical mosaic system

Real-time super-resolution for digital zooming using finite kernel-based edge orientation estimation and truncated image restoration

Temporally consistent soccer field registration

Automontage: Photo sessions made easy

On stochastic gradient descent and quadratic mutual information for image registration

Efficient seam carving for object removal

Sample-based image completion using structure synthesis

Manifold alignment based color transfer for multiview image stitching

A simultaneous method for 3D video super-resolution and high-quality depth estimation

Seeing through the fence: Image de-fencing using a video sequence

Optimized adaptive depth map filtering

Neighbor combination for atmospheric turbulence image reconstruction

Sparse modeling based image inpainting with local similarity constraint

Video super-resolution using low rank matrix completion

Hole-free texture mapping based on laser reflectivity

Reconstruction of 3D dynamic expressions from single facial image

Iteratively reweighted blind deconvolution

Range images registration by correction of perspective deformations and camera calibration

A novel marker-less tumor tracking strategyonlow-rank fluoroscopic images for image-guided lung cancer radiotherapy

Classification of ex-vivo breast cancer positive margins measured by hyperspectral imaging

Semi-blind deconvolution for resolution enhancement in ultrasound imaging

Multi-scale, multi-level, heterogeneous features extraction and classification of volumetric medical images

Curvelet domain image fusion of OCT and fundus imagery using convolution of Meridian distributions

Multimodal retinal image registration using a fast principal component analysis hybrid-based similarity measure

Reduction of false positive detection in clustered microcalcifications

3D thin-plate spline registration for Drosophila brain surface model

A DFT based rotation and scale invariant Gabor texture descriptor and its application to gastroenterology

Three-dimensional alignment and merging of confocal microscopy stacks

A finite element contour approach to affine invariant shape representation

Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria

A new tomography model for almost optimal detection of anomalies

Plant species recognition using spatial correlation between the leaf margin and the leaf salient points

A model-based approach for compound leaves understanding and identification

Detecting abnormal fish trajectories using clustered and labeled data

Covariance based modeling of underwater scenes for fish detection

Discovery of environmental resources based on heatmap recognition

Habitat classification using random forest based image annotation

Morphological features for leaf based plant recognition

Overview of IEEE 1857 video coding standard

Overview of the IEEE 1857 surveillance groups

Overview and performance analysis of AVS mobility features

Framework of AVS2-video coding

Optimal dependent bit allocation for AVS intra-frame coding via successive convex approximation

High definition IEEE AVS decoder on ARM NEON platform

Refining QP to improve coding efficiency in AVS

An overview of vision processing in implantable prosthetic vision

Introducing the Monash vision group's cortical prosthesis

Image processing for visual prostheses: A clinical perspective

What limits spatial perception with retinal implants?

Psychophysics testing of bionic vision image processing algorithms using an FPGA Hatpack

Going beyond vision to improve bionic vision

Generalized inter-layer residual prediction for scalable extension of HEVC

Efficient video resolution adaptation using scalable H.265/HEVC

A high-performance CABAC encoder architecture for HEVC and H.264/AVC

Fast transrating for high efficiency video coding based on machine learning

An adaptive complexity reduction scheme with fast prediction unit decision for HEVC intra encoding

Single-loop SNR scalability using binary residual refinement coding

Confidence interval based motion estimation

Optimizing peer grouping for live free viewpoint video streaming

Enhancement of Pro-MPEG COP3 codes and application to layer-aware FEC protection of two-layered video transmission

Saliency-cognizant robust view synthesis in free viewpoint video streaming

Rate-efficient error robustness for IDR frames through edge-based redundancy maps

Spatio-temporal error concealment in video by denoised temporal extrapolation refinement

A hybrid sender/receiver-driven error protection scheme for reliable P2P scalable video streaming

Reduced-reference quality assessment with scalable overhead for video with packet loss

Efficient macroblock ordering for chrominance planes in rich color image compression

Reversible DCT-based lossy-to-lossless still image compression

Local prediction based adaptive scanning for JPEG and H.264/AVC intra coding

Intra prediction based on Markov process modeling of images

Interpolative intra prediction by adapting processing order in block-based image coding

Three dimensional discrete wavelet transform with deduced number of lifting steps

Intra predictive transform coding based on predictive graph transform

Transform coder identification with double quantized data

Remote sensing image compression based on double-sparsity dictionary learning and universal trellis coded quantization

Complexity reduction of wavelet codecs through modified quality control

On the design of a novel JPEG quantization table for improved feature detection performance

Massively parallel lossless compression of medical images using least-squares prediction and arithmetic coding

Wavelet inpainting driven image compression via collaborative sparsity at low bit rates

Improved depth-based motion vector prediction in 3D video coding

View synthesis prediction using adaptive depth quantization for 3D video coding

Texture side information generation for distributed coding of video-plus-depth

Coding of mixed-resolution multiview video in 3D video application

Modification of the merge candidate list for dependent views in 3D-HEVC

Novel distortion metric for depth coding of 3D video

Disparity-adjusted 3D multi-view video coding with dynamic background modelling

Classification based fast mode decision for stereo video coding

Backward view synthesis prediction for 3D-HEVC

Synthesized disparity vectors for 3D video coding

Texture mode dependent depth coding in 3D-HEVC

Motion vector analysis based homography estimation for efficient HEVC compression of 2D and 3D navigation video sequences

Advanced residual predction in 3D-HEV

Nonlinear depth representation for 3D video coding

Saliency detection based on an edge-preserving filter

Optimized tone mapping with LDR image quality constraint for backward-compatible high dynamic range image and video coding

A robust interpolation-free approach for sub-pixel accuracy motion estimation

Object level image saliency by hierarchical segmentation

Design of optimized prefilters for time-domain lapped transforms with various downsampling factors

Exploiting spatial smoothness to recover undecoded coefficients for transform domain distributed video coding

Rate-distortion optimized merge frame using piecewise constant functions

Inter-frame prediction using motion hints

Approaching optimality in spatially scalable video coding: From resampling and prediction to quantization and entropy coding

Graph-based rotation of the DCT basis for motion-adaptive transforms

Pixel-based averaging predictor for HEVC lossless coding

Class-based MDP for improved multimedia transmission over LTE

Estimation of end-to-end distortion of virtual view for error-resilient depth map coding

Depth map concealment using interview warping vectors from geometric transforms

Adaptive RAID: Introduction of optimized storage techniques for scalable media

Content-adaptive reference frame compression based on intra-frame prediction for multiview video coding

Paralleling variable block size motion estimation of HEVC on multi-core CPU plus GPU platform

Scalable vs. multiple-description video coding for adaptive streaming over peer-to-peer networks

Content-aware compression using saliency-driven image retargeting

An adaptive workload management scheme for HEVC encoding

Quantization table design revisited for image/video coding

Handling packet loss in WebRTC

Illumination compensation via low rank matrix completion for multiview video coding

A maximum likelihood approach to correcting transmission errors for joint source-channel decoding of H.264 coded video

Error-resilient video coding using multiple reference frames

An error concealment adaptive framework for intra-frames

Efficient transmission of multiview video over unreliable channels

Rate-complexity tradeoff for client-side free viewpoint image rendering

Coding video sequences of visual features

Efficient weighted prediction parameter signaling using parameter prediction and direct derivation

Locally linear embedding methods for inter image coding

Multiple description video coding based on forward error correction within expanding windows

Perceptual multiview video coding based on foveated just noticeable distortion profile in DCT domain

Adpative dense vector field interpolation for temporal filtering

A dynamic model buffer for parametric motion vector prediction in random-access coding scenarios

A novel multiple description video coding based on data reuse

Selective data pruning based distributed video coding with modified high-order edge-directed interpolation

Robust dense block-based motion estimation using a 2-bit transform on a Laplacian pyramid

Arbitrary-sized motion detection in screen video coding

Filter optimization and complexity reduction for video coding using graph-based transforms

Context-based video coding

Dense true motion field compensation for video coding

Mode decision with enhanced inter-prediction in HEVC

A combined SAO and de-blocking filter architecture for HEVC video decoder

An H.264/AVC to HEVC video transcoder based on mode mapping

Fast prediction mode decision with hadamard transform based rate-distortion cost estimation for HEVC intra coding

Novel fast PU decision algorithm for the HEVC video standard

Region-classification-based rate control for flicker suppression of I-frames in HEVC

A hardware friedly motion estimation algorithm for the emergent HEVC standard and its low power hardware design

Game-theoretic rate-distortion-complexity optimization for HEVC

An optimally complexity scalable multi-mode decision algorithm for HEVC

Fast multi reference frame motion estimation for high efficiency video coding

Improved intra transform skip mode in HEVC

Predictive coding of CU quadtree structure for HEVC quality scalability

Residue role assignment based transform partition predetermination on HEVC

Evaluating the perceived quality of spectral images

SR-LLA: A novel spectral reconstruction method based on locally linear approximation

A method for estimating light direction, shape, and reflection parameters from a single image

Pan-sharpening based on nonparametric Bayesian adaptive dictionary learning

Automatic exposure control for multispectral cameras

Two-stage denoising method for hyperspectral images combining KPCA and total variation

Towards multispectral data acquisition with hand-held devices

Predictive depth map coding for efficient virtual view synthesis

Quadratic formulation of disparity estimation problem for light-field camera

Depth video coding for free viewpoint video oriented to the synthetic view perceptual quality

Occlusion robust free-viewpoint video synthesis based on inter-camera/-frame interpolation

Robust feature point matching based on geometric consistency and affine invariant spatial constraint

Robust stereo matching under radiometric variations based on cumulative distributions of gradients

Scene flow constrained multi-prior patch-sweeping for real-time upper body 3D reconstruction

High-throughput interpolation hardware architecture with coarse-grained reconfigurable datapaths for HEVC

Automatic detection of dust and scratches in silver halide film using polarized dark-field illumination

Lensless imaging by compressive sensing

GPU accelerated motion and disparity estimations for multiview coding

Low delay H.264/AVC bidirectional inter prediction on a GPU

Communication-minimizing 2D convolution in GPU registers

Single-image 3-D depth estimation for urban scenes

Consensus-based multiview texturing and depth-map completion

Image completion for view synthesis using Markov random fields and efficient belief propagation

Real-time acquisition and super-resolution techniques on 3D reconstruction

High-resolution surface reconstruction based on multi-level implicit surface from multiple range images

3D reconstruction of urban environments using in-vehicle fisheye camera

Single image ground plane estimation

The non-Lambertian reflection in plenoptic sampling

Hierarchical 3D line restoration based on angular proximity in structured environments

Detection of 3D points on moving objects from point cloud data for 3D modeling of outdoor environments

Design and decoding of an M-array pattern for low-cost structured light 3D reconstruction systems

Depth enhancement based on hybrid geometric hole filling strategy

Vision-based robust calibration for optical see-through head-mounted displays

A novel iterative calibration approach for thermal infrared cameras

Depth-based prediction mode for 3D video coding

Model-based complexity-aware coding for multiview video plus depth

Efficient view synthesis for multi-view video plus depth

Semi-automatic 2D-to-3D video conversion based on depth propagation from key-frames

View interpolation sensitive to pixel positions

Trinocular stereo image rectification in closed-form only using fundamental matrices

Scale ratio ICP for 3D point clouds with different scales

Robust human appearance matching across multi-cameras

Automatic 3D defects identification in stereoscopic videos

Shape from stereo and shading by gradient constrained interpolation

Depth from motion using critical point filters with unconstraint camera motion

Spatiotemporal stereo matching for dynamic scenes with temporal disparity variation

Robust and incremental stitching and calibration with known rotation on pan-tilt-zoom camera

Crosstalk correction technique for single sensor camera provided with Bayer color filter array

Text detection in natural scene images with user-intention

Canonicalized central absolute moment for edge-based color constancy

Leveraging surrounding context for scene text detection

Multiple histogram matching

Local color distribution projection filtering using a homogeneous coordinate system

Novel PCA-based color-to-gray image conversion

Visual masking phenomena with high dynamic range content

Beyond the Kodak image set: A new reference set of color image sequences

Dynamic hierarchical dictionary design for multi-page binary document image compression

Document image binarization via one-pass local classification

Residual interpolation for color image demosaicking

Selective local tone mapping

An enhanced approach for simultaneous image reconstruction and sensitivity map estimation in partially parallel imaging

Compressed sensing MRI with Bayesian dictionary learning

4D reconstruction for dual cardiac-respiratory gated SPECT

Fast transform-based adaptive beamformer for medical ultrasound imaging

A distance driven method for metal artefact reduction in computed tomography

A new processing sequence to assess airways using 3D CT-scan

Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields

Sensitivity analysis of compressed sensing ISAR imaging to rotational acceleration rate mismatch

Photometric Lunar surface reconstruction

Temporal rate up-conversion of synthetic aperture radar via low-rank matrix recovery

Near-infrared guided color image dehazing

Local dip transformation for fast seismic horizon reconstruction

Image formation model for photon sieves

Multiscale distilled sensing: A source detection method for infrared and radio astronomical images

Multispectral venous images analysis for optimum illumination selection

Spectral reflectance estimation from visible light components and near-infrared components

Salient object detection in hyperspectral imagery

New approximated inversion of spherical Radon transform in SAR imaging

Generalized multivariate exponential power prior for wavelet-based multichannel image restoration

Heterogeneous feature code for expression recognition

Recognizing actions via sparse coding on structure projection

A unified formalism for video descriptors

Human action recognition using oriented holistic feature

Face-graph matching for classifying groups of people

Segment-based image classifcaton using Layered-SOM

Classification of environmental microorganisms in microscopic images using shape features and support vector machines

TROD: Tracking with occlusion handling and drift correction

An efficient occlusion detection method to improve object trackers

Context-aware real-time tracking in sparse representation framework

Robust and efficient object tracking algorithm under illumination changes based on joint gradient-intensity histogram

Tracking articulated human movements witha component based approach to boosted multiple instance learning

Video saliency detection based on random walk with restart

Salient region detection via texture-suppressed background contrast

Object-level saliency detection based on spatial compactness assumption

KNN-based color line model for image matting

Foreground and background reconstruction in poisson video

Quantum mechanics in computer vision: Automatic object extraction

Learning binarized pixel-difference pattern for scene recognition

Robust local optical flow estimation using bilinear equations for sparse motion estimation

Vehicle 6-DoF localization based on SLAM constrained by GPS and digital elevation model information

Robust camera motion estimation in presence of large moving objects

Adaptive rejection of outliers for robust motion compensation in cardiac MR-thermometry

Registration and occlusion detection in motion blur

Background modeling through dictionary learning

Scene change detection in encrypted video bit streams

Model-based food volume estimation using 3D pose

Self-occlusion and 3D pose estimation in still images

Instance-specific canonical correlation analysis for pose alignment

Fast relocalization for visual odometry using binary features

Articulated human pose tracking based on game theory

Reconstruction of depth and normals from interreflections

Novel variational approach for the perspective shape from shading problem using calibrated images

Multi-source image auto-annotation

A novel pair-wise image matching strategy with compact descriptors

Automated identification and retrieval of moth images with semantically related visual attributes on the wings

Large scale image retrieval with visual groups

Discriminative probabilistic kernel learning for image retrieval

Multi-bin search: Improved large-scale content-based image retrieval

Classification of remote sensing data using margin-based ensemble methods

Feature normalization for part-based image classification

Biologically plausible context recognition algorithms

Multiple instance learning via distance metric optimization

Luminance adapted skin color modeling for the robust detection of skin areas

Automatic sign language identification

Mesh learning for object classification using fMRI measurements

Hierarchical data association and depth-invariant appearance model for indoor multiple objects tracking

Hazardous material sign detection and recognition

A spindle model for contextual object detection

Robust recognition of chess-boards under deformation

Simultaneous target recognition, segmentation and pose estimation

Video tracking through occlusions by fast audio source localisation

On contrast combinations for visual saliency detection

Data driven multi-index hashing

Label propagation hashing based on p-stable distribution and coordinate descent

Discovering compact topical descriptors for web video retrieval

Video abstraction in social media: Augmenting facebook's EdgeRank algorithm in video content presentation

Feature design for aesthetic inference on photos with faces

3D shape similarity using vectors of locally aggregated tensors

An efficient video retrieval scheme based on facial signatures

Unsupervised image segmentation using global spatial constraint and multi-scale representation on multiple segmentation proposals

Depth-adaptive supervoxels for RGB-D video segmentation

A fast learning algorithm for image segmentation with max-pooling convolutional networks

Efficient and robust image segmentation with a new piecewise-smooth decomposition model

Improved graph cut segmentation by learning a contrast model on the fly

A fast anti-noise fuzzy C-means algorithm for image segmentation

An integrated graph-based face segmentation approach from Kinect videos

Visual object detection by parts-based modeling using extended histogram of gradients

Semi-supervised visual recognition with constrained graph regularized non negative matrix factorization

Context based food image analysis

Head-shoulder based gender recognition

Robust road detection from a single image using road shape prior

Learning-based automatic defect recognition with computed tomographic imaging

A spatial-temporal constraint-based action recognition method

Coupled latent least squares regression for heterogeneous face recognition

Face recognition using Histogram of co-occurrence Gabor phase patterns

Maximum correntropy criterion based 3D head tracking with commodity depth camera

Person independent 3D gaze estimation from remote RGB-D cameras

Can holistic representations be used for face biometric quality assessment?

Boosting local descriptors for matching composite and digital face images

Coupled-layer neighbor embedding for surveillance face hallucination

Action recognition using salient neighboring histograms

Can feature-based inductive transfer learning help person re-identification?

Recognizing and tracking clasping and occluded hands

A new edge feature for head-shoulder detection

Learning silhouette dynamics for human action recognition

Motion pattern analysis in crowded scenes based on hybrid generative-discriminative feature maps

Multi-task linear discriminant analysis for multi-view action recognition

Projection-optimal tensor local fisher discriminant analysis for image feature extraction

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A shape descriptor based on new projective invariants

Bag-of-features representations using spatial visual vocabularies for object classification

Large-scale video event classification using dynamic temporal pyramid matching of visual semantics

Parametric modeling of the fractional Fourier transform coefficients for complex-valued SAR image categorization

Efficient and accurate independent component filter-based features for texure similarity

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Multi-task deep neural network for multi-label learning

Multi-criteria search algorithm: An efficient approximate k-NN algorithm for image retrieval

Learning context sensitive similarity measure on pair fusion graph

Rate-accuracy optimization of binary descriptors

BRIGHT: A scalable and compact binary descriptor for low-latency and high accuracy object identification

ABFT: Anisotropic binary feature transform based on structure tensor space

Spatial histogram of keypoints (SHIK)

Ordered histogram of shapemes: An ordered bag-of-features based shape descriptor for efficient shape matching

3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration

A soft measure for identifying structure from randomness in images

Glass object segmentation by label transfer on joint depth and appearance manifolds

Framelet features for pedestrian detection in noisy depth images

Robust multiple object tracking by detection with interacting Markov chain Monte Carlo

Non-rigid object tracking by adaptive data-driven kernel

Interest points based object tracking via sparse representation

Unusual events detection based on multi-dictionary sparse representation using kinect

Multiple object identification using grid voting of object center estimated from keypoint matches

Locating facial landmarks with binary map cross-correlations

Kinship classification by modeling facial feature heredity

Time-sensitive topic models for action recognition in videos

On rank aggregation for face recognition from videos

Fusing multi-feature representation and PSO-Adaboost based feature selection for reliable frontal face detection

On evaluating face tracks in movies

Local features and sparse representation for face recognition with partial occlusions

Similarity preserving analysis based on sparse representation for image feature extraction and classification

A novel similarity-invariant line descriptor for geometric map registration

Scale invariant line matching on the sphere

Self-adjusted active contours using multi-directional texture cues

Vector mathematical morphological operators based on fuzzy extremum estimation

Well-composed images and rigid transformations

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Extraction of line segments in cluttered images via multiscale edges

Learning boundaries with color and depth

Contour tree connectivity of binary images from algebraic graph theory

Ridge detection using Savitzky-Golay filtering and steerable second-order Gaussian derivatives

Vertical corner line detection on buildings in quasi-Manhattan world

Probabilistic salient object contour detection based on superpixels

Haar-like features for robust real-time face recognition

Set-based classification for person re-identification utilizing mutual-information

A discriminative domain adaptation model for cross-domain image classification

Real-time human detection and tracking in complex environments using single RGBD camera

Tracking-based moving object detection

Person re-identification using matrix completion

Robust object tracking using Bi-model

Robust multi-patch tracking

Synthetic training in object detection

Fast human detection using template matching for gradient images and aSC descriptors based on subtraction stereo

Neurofilament tracking by detection in fluorescence microscopy images

Multiple marker tracking in a single-camera system for gait analysis

Mining heterogeneous class-specific codebook for categorical object detection and classification

A hypergraph based semi-supervised band selection method for hyperspectral image classification

Real-time keystone correction for hand-held projectors with an RGBD camera

Non-uniform sampling of plenoptic signal based on the scene complexity variations for a free viewpoint video system

Watershed based depth map misalignment correction and foreground biased dilation for DIBR view synthesis

Direct and progressive reconstruction of dual photography images

Probabilistic white strip approach to plastic bottle sorting system

Temporally multiple dynamic textures synthesis using piecewise linear dynamic systems

Intermediate view synthesis based on edge detecting

Synthesis distortion estimation in 3D video using frequency and spatial analysis

Non-causal non-parametric multi-scale Markov Random Field synthesis of volumetric textures from a unique 2D sample

Optimizing crowd simulation based on real video data

Parallel phase unwrapping in 3D shape measurement using digital fringe projection technique

Combined hole-filling with spatial and temporal prediction

Intelligent exposure determination for high quality HDR image generation

An automatic framework for example-based virtual makeup

Structured sparse priors for image classification

Two classifiers based on nearest feature plane for recognition

Learning spatio-temporal co-occurrence correlograms for efficient human action classification

Group sparsity based semi-supervised band selection for hyperspectral images

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Rate distortion Multiple Instance Learning for image classification

LBP histogram selection for supervised color texture classification

Cross-view action recognition via low-rank based domain adaptation

Active classification for human action recognition

Representative reference-set and betweenness centrality for scene image categorization

Improving scene classification with weakly spatial symmetry information

Painting analysis using wavelets and probabilistic topic models

Insect classification using Scanning Electron Microphotographs considering magnifications

Stochastic boosting for large-scale image classification

Geodesic saliency propagation for image salient region detection

Infrared target tracking, recognition and segmentation using shape-aware level set

Sampling for unsupervised domain adaptive object detection

Adaptive window search using semantic texton forests for real-time object detection

A comparison of late fusion methods for object detection

Compressive Distance Classifier Correlation Filter

Learning bottom-up text attention maps for text detection using stroke width transform

Salient object detection on a hierarchy of image partitions

Efficient vehicle detection with adaptive scan based on perspective geometry

Combining contour and shape primitives for object detection and pose estimation of prefabricated parts

Estimating traffic condition using just a single image

Cost-sensitive background subtraction

Robust real-time attention-based head-shoulder detection for video surveillance

Person re-identification using height-based gait in colour depth camera

Face recognition using Hog feature and group sparse coding

Image representation for object recognition: Utilizing overlapping windows in Spatial Pyramid Matching

Floor detection based depth estimation from a single indoor scene

A person re-identification algorithm by using region-based feature selection and feature fusion

A general probability framework for improving similarity based approaches for face verification

Fast cortical keypoints for real-time object recognition

Effective constructing training sets for object detection

A sparse sampling model for 3D face recognition

Stereo based region of interest generation for pedestrian detection in driver assistance systems

Object recognition based on adapative bag of feature and discriminative learning

Matching non-aligned objects using a relational string-graph

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Improving augmented reality applications with optical flow

An interactive educational drawing system using a humanoid robot and light polarization

Underwater image enhancement using guided trigonometric bilateral filter and fast automatic color correction

AMBER: Adapting multi-resolution background extractor

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Combination of thermal and color images for accurate foreground / background segmentation in outdoor environment

Improving Mixture of Gaussians background model through adaptive learning and Spatio-Temporal voting

Extract foreground objects based on sparse model of spatiotemporal spectrum

Improving alpha matting and motion blurred foreground estimation

Spatio-temporal saliency based on rare model

Label localization by appearance guided graph inferring

Kitchen activity recognition based on scene context

Riemannian manifold-based support vector machine for human activity classification in images

Mobile 3D visual search using the Helmert transformation of stereo features

Speeded-up SURF: Design of an efficient multiscale feature detector

Efficient kernel descriptor for image categorization via pivots selection

Relative orientation and scale for improved feature matching

Local feature analysis using a sinusoidal signal model derived from higher-order Riesz transforms

A shape matching framework using metric partition constraint

Automatic detection of 3D cell protrusions using spherical wavelets

Statistical shape models of plant leaves

An enhanced window-variant dark channel prior for depth estimation using single foggy image

From clamped local shape models to global shape model

Shape representation via elementary symmetric polynomials: A complete invariant inspired by the bispectrum

The delta-medial axis: A robust and linear time algorithm for Euclidian skeleton computation

Contour completion of partly occluded objects for more natural raster-vector conversion

Face distance estimation from a monocular camera

Pilot study of applying shape analysis to liver cirrhosis diagnosis

Multi-shot person re-identification via relational Stein divergence

Multi-scale f-formation discovery for group detection

Person re-identification with a PTZ camera: An introductory study

Recognition of social interactions based on feature selection from visual codebooks

Multi-class action recognition based on inverted index of action states

Person re-identification by manifold ranking

Beyond particle flow: Bag of Trajectory Graphs for dense crowd event recognition

Target-driven video summarization in a camera network

Cross-view action recognition via transductive transfer learning

A system based on sequence learning for event detection in surveillance video

Precise people counting in real time

Hierarchical activity discovery within spatio-temporal context for video anomaly detection

Sparse coding based motion attention for abnormal event detection

Structure from motion directly from a sequence of binocular images without explicit correspondence establishment

Object's tracking by advection of a distance map

A SFM-based sparse to dense 3D face reconstruction method robust to feature tracking errors

A 3D reconstruction of the human jaw from a single image

Dense single-shot 3D scanning via stereoscopic fringe analysis

Video/GIS registration system based on skyline matching method

Estimating head pose with an RGBD sensor: A comparison of appearance-based and pose-based local subspace methods

Cameras and gravity: Estimating planar object orientation

Mixture of related regressions for head pose estimation

Evaluation of binary keypoint descriptors

Low-bitrate benefits of JPEG compression on sift recognition

Road sign detection based on visual saliency and shape analysis

Curvature scale-space of open curves: Theory and shape representation

A complete discriminative subspace for robust face recognition

Relaxed local ternary pattern for face recognition

Markov network-based multiple classifier for face image retrieval

Modular hierarchical feature learning with deep neural networks for face verification

Discriminative sparsity preserving embedding for face recognition

Using facial symmetry in the illumination cone based 3D face reconstruction

3D face recognition using topographic high-order derivatives

Local descriptors matching for 3D face recognition

Pose-robust representation for face verification in unconstrained videos

Skin detection using spatial analysis with adaptive seed

Robust hand tracking based on online learning and multi-cue flocks of features

Real-time, long-term hand tracking with unsupervised initialization

Kinect depth stream pre-processing for hand gesture recognition

Learning spatio-temporal dependencies for action recognition

Graph-based multiple instance learning for action recognition

Traffic sign classification using two-layer image representation

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EBSD image segmentation using a physics-based forward model

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Mean-shift clustering for interactive multispectral image analysis

DSET++: A robust clustering algorithm

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Centroid-based texture classification using the SIRV representation

Spatial constraint Hopfield-type neural networks for detecting changes in remotely sensed multitemporal images

False discovery rate approach to image change detection

Adaptive video stabilisation with dominant motion layer estimation for home video and TV broadcast

Binocular estimation of motion: A least-square solution using normal flows

Superpixel-based large displacement optical flow

Multi-scale observation models for motion estimation

Joint trilateral filtering for multiframe optical flow

Local/global scene flow estimation

Statistical separability of local motions in volumetric images

Dense motion estimation between distant frames: Combinatorial multi-step integration and statistical selection

Model-based optical flow for large displacements and homogeneous regions

A novel method for object tracking and segmentation using online Hough forests and convex relaxation

An on-line visual human tracking algorithm using SURF-based dynamic object model

Multi-object tracking using hybrid observation in PHD filter

Maximally stable curvature regions for 3D hand tracking

Task-relevant object detection and tracking

Fast object tracking using color histograms and patch differences

Online structure learning for robust object tracking

A novel incremental weighted PCA algorithm for visual tracking

Real-time robust tracking via sparse representation: A mode-seeking approach

A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes

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Real-time visual tracking using ℓ2 norm regularization based collaborative representation

SegTrack: A novel tracking system with improved object segmentation

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Multi-view face detection in videos with online adaptation

Evaluation of visual object retrieval datasets

Isomorphic and sparse multimodal data representation based on correlation analysis

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Advanced tree species identification using multiple leaf parts image queries

Efficient instance search from large video database via sparse filters in subspaces

An adaptive-weight hybrid relevance feedback approach for content based image retrieval

Action recognition based on sparse motion trajectories

Cross-media retrieval by cluster-based correlation analysis

Enhancing video concept detection with the use of tomographs

Employing PLSA model and max-bisection for refining image annotation

Mid-level feature set for specific event and anomaly detection in crowded scenes

Content-based image retrieval with ordered dither block truncation coding features

Optimized hybrid shape descriptor-based 3D ojbect retrieval

New local edge binary patterns for image retrieval

A graph-cut approach to image segmentation using an affinity graph based on ℓ0-sparse representation of features

Image segmentation by a robust generalized fuzzy c-means algorithm

Grain-oriented segmentation of scanning electron microscope images

Fast image scanning with deep max-pooling convolutional neural networks

A level set method for very high resolution airborne sar image segmentation

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Fusion of image segmentation algorithms using consensus clustering

Image foresting transform with geodesic star convexity for interactive image segmentation

Complexity awareness based feature adaptive co-segmentation

Graph-based image segmentation using weighted color patch

Watershed merge forest classification for electron microscopy image stack segmentation

Graph based segmentation with minimal user interaction

Curvelet transform based moving object segmentation

Full-range affinities for graph-based segmentation

Temporal filtering of line scratch detections in degraded films

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Bio-inspired feature extraction and enhancement of targets moving against visual clutter during closed loop pursuit

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Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images

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Fast pedestrian detection based on a partial least squares cascade

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Qualifying fingerprint samples captured by smartphone cameras

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Quality assessment of knuckleprint biometric images

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Approximate constraint generation for efficient structured boosting

Feature selection using graph cuts based on relevance and redundancy

pLSA-based zero-shot learning

Training boosting-like algorithms with semi-supervised subspace learning

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression

Image classification based on bag of visual graphs

Semi-supervised learning in traffic scene surveillance based on label-propagation

Vehicle type classification using distributions of structural and appearance-based features

Maximum correntropy criterion for discriminative dictionary learning

Gestalt-inspired features extraction for object category recognition

Depth-embedded multiple pooling for image classification

Image classification using object detectors

Discriminative high-level representations for scene classification

A large-scale solar image dataset with labeled event regions

Action recognition using bag of features extracted from a beam of trajectories

Graph cuts based relevance feedback in image retrieval

Robust feature selection with self-matching score

Improving large-scale face image retrieval using multi-level features

Video event recounting using mixture subclass discriminant analysis

Measuring the semantic gap based on a communication channel model

Browsing image database using network spanners

Action recognition by orthogonalized subspaces of local spatio-temporal features

Eye-tracker based part-image selection for image retrieval

An extraction method of hierarchical Web communities for Web video retrieval

Perceptual hashing of color images using hypercomplex representations

Fast Exhaustive-Search equivalent pattern matching through hierarchical partitioning

Visual rhythm-based time series analysis for phenology studies

Mobile plant leaf identification using smart-phones

Video steganalysis based on the constraints of motion vectors

Steganalysis of Jsteg algorithm based on a novel statistical model of quantized DCT coefficients

Generalized transfer component analysis for mismatched JPEG steganalysis

Asymptotically optimal detection of LSB matching data hiding

An efficient sign prediction method for DCT coefficients and its application to reversible data embedding in scrambled JPEG image

A visual dictionary attack on Picture Passwords

Quantization lattice estimation for multimedia forensics

Video recapture detection based on ghosting artifact analysis

Image splicing detection based on noncausal Markov model

Exposing image forgery through the detection of contrast enhancement

Mixed-strategy Nash equilibrium in the camera source identification game

Identification of the motion estimation strategy using eigenalgorithms

Learning to multimodal hash for robust video copy detection

Analysis of smartphone model identification using digital images

Exposing fake bitrate video and its original bitrate

Source identification of camera phones using SVD

First JPEG quantization matrix estimation based on histogram analysis

Harnessing motion blur to uncover splicing

Multi-level tamper detection and recovery with tamper type identification

Forensic analysis of full-frame linearly filtered JPEG images

Logarithmic Spread-Transform Dither Modulation watermarking Based on Perceptual Model

Non linear hybrid watermarking for High Dynamic Range images

Impact of content mastering on the throughput of a bit stream video watermarking system

High capacity multi-scale image sharing scheme by combining visual cryptography with data hiding

Efficient adaptive prediction based reversible image watermarking

A method for counting moving and stationary people by interest point classification

License plate localization based on edge-geometrical features using morphological approach

A new multiclass SVM algorithm and its application to crowd density analysis using LBP features

Aircraft push back direction indicator

Motion-based background subtraction and panoramic mosaicing for freight train analysis

Performance benchmarking of RVC based multimedia specifications

Progressive quality degradation in JPEG compressed image using DC block orientation with rewritable data embedding functionality

Quaternion gyrator transform and its application to color image encryption

Format-compliant encryption techniques for high efficiency video coding

Protection of JPEG compressed e-comics by selective encryption

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Tracking articulated human movements witha component based approach to boosted multiple instance learning

Content Provider	IEEE Xplore Digital Library
Author	Kyuseo Han Park, J. Kak, A.C.
Copyright Year	2013
Abstract	Our work is about a new class of object trackers that are based on a boosted Multiple Instance Learning (MIL) algorithm to track an object in a video sequence. We show how the scope of such trackers can be expanded to the tracking of articulated movements by humans that frequently result in large frame-to-frame variations in the appearance of what needs to be tracked. To deal with the problems caused by such variations, our paper presents a component based version of the boosted MIL algorithm. Components are the output of an image segmentation algorithm applied to the pixels in the bounding box encapsulating the object to be tracked. The components give the boosted MIL the additional degrees of freedom that it needs in order to deal with the large frame-to-frame variations associated with articulated movements.
Starting Page	2460
Ending Page	2464
File Size	451558
Page Count	5
File Format	PDF
ISBN	9781479923410
DOI	10.1109/ICIP.2013.6738507
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-09-15
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Online boosting Articulated human tracking Multiple instance learning
Content Type	Text
Resource Type	Article

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