NDLI: Online adaptive clustering in a decision tree framework

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2014 22nd International Conference on Pattern Recognition

Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)

2010 20th International Conference on Pattern Recognition

2008 19th International Conference on Pattern Recognition

Table of contents

Monday session index

Tuesday session index

Wednesday session index

Thursday session index

Welcome message

ICPR 2008 Program Committee

Message from the president of the IAPR

IAPR governing board

IAPR standing Committees

IAPR technical Committees

IAPR member societies

Conference venue information

Registration and conference logistics

Useful telephone numbers

An introduction to biometrics

2. Image computing for digital pathology

3. Similarity searching: Indexing, nearest neighbor finding, dimensionality reduction, and embedding methods for applications in multimedia databases

4. Semantic indexing and retrieval of video

5. The algebraic approaches and techniques in image analysis

6. Image retrieval

7. Component Analysis methods for pattern recognition

8. Advanced techniques for face-based biometrics

The first international workshop on mobile multimedia processing

International workshop on “Sensing Web”

The 5th IAPR workshop on pattern recognition in remote sensing

Visual observation and analysis of animal and insect behavior

Structural and syntactic pattern recognition (SSPR 2008) and statistical techniques in pattern recognition (SPR 2008)

Nonparametric Bayesian attentive video analysis

Segmentation of periodically moving objects

Detecting global motion patterns in complex videos

MDL region-based image registration

Multiclass spectral clustering based on discriminant analysis

Prototype learning with margin-based conditional log-likelihood loss

Coring method for clustering a graph

A probabilistic Self-Organizing Map for facial recognition

Continuous graph cuts for prior-based object segmentation

Segmentation robust to the vignette effect for machine vision systems

Layered shape matching and registration: Stochastic sampling with hierarchical graph representation

Efficient and accurate subpixel path based stereo matching

Film shot classification using directing semantics

Relative advantage of touch over vision in the exploration of texture

Clip retrieval using multi-modal biometrics in meeting archives

Recovering audio-to-video synchronization by audiovisual correlation analysis

Background variability modeling for statistical layout analysis

Script identification of camera-based images

A robust front page detection algorithm for large periodical collections

Text detection from scene images using sparse representation

Implicit active shape model employing boundary classifier

Detection of anatomical landmarks in human colon from computed tomographic colonography images

Phase based level set segmentation of blood vessels

Dyslexia diagnostics by 3D texture analysis of cerebral white matter gyrifications

Face recognition using curvelet based PCA

Automatic pose estimation of 3D facial models

An evaluation of Gabor orientation as a feature for face recognition

Representative feature chain for single gallery image face recognition

A non-parametric scale-based corner detector

Harris feature vector descriptor (HFVD)

A novel stability quantification of detected interest points in scale-space

Multi-resolution 3D morphable models and its matching method

Enforcing image consistency in multiple 3-D object modelling

Efficient triangulation based on 3D Euclidean optimization

K-means clustering of proportional data using L1 distance

Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach

Partial closure-based constrained clustering with order ranking

On the gaussian distribution of strings

Probabilistic matching of line segments for their homography

Harmonic mean for subspace selection

Super-resolution from unregistered omnidirectional images

Superresolution and blind deconvolution of video

Fast super-resolution for license plate image reconstruction

Computer-aided grading of lymphangioleiomyomatosis (LAM) using HRCT

Matching colonic polyps from prone and supine CT colonography scans based on statistical curvature information

Thin layer tissue classification for electronic cleansing of CT colonography data

Gait recognition by dynamic cues

Combining motion and appearance for gender classification from video sequences

Multimodal biometrics fusion using Correlation Filter Bank

Model-based combined tracking and resolution enhancement

Review and evaluation of commonly-implemented background subtraction algorithms

Motion segmentation by consensus

Multi-object tracking using an adaptive transition model particle filter with region covariance data association

Group action recognition in soccer videos

Multivariate Laplace Filter: A heavy-tailed model for target tracking

Recovering Euclidean deformable models from stereo-motion

People and luggage recognition in airport surveillance under real-time constraints

Tracking features on a moving object using local image bases

Incremental trajectory aggregation in video sequences

Structure from Motion: Combining features correspondences and optical flow

Preceding car tracking using belief functions and a particle filter

Qualitative analysis of spatio-temporal event detectors

Force histograms computed in O(NlogN)

Fast and precise kinematic skeleton extraction of 3D dynamic meshes

A factorization algorithm for trifocal tensor estimation

Recognizing picture-taking environment from satellite images: A feasibility study

A new approach to 3D shape recovery of local planar surface patches from shift-variant blurred images

Usage of needle maps and shadows to overcome depth edges in depth map reconstruction

3D reconstruction by combining shape from silhouette with stereo

A rapid anomalous region extraction method by iterative projection onto kernel eigenspace

C1 units for scene classification

Gaze tracking by Binocular Vision and LBP features

A study of change detection from satellite images using joint intensity histogram

Visual metrology with uncalibrated radial distorted images

3D ordinal constraint in spatial configuration for robust scene recognition

Enhanced ResolutionAaware Fitting algorithm using interpolation operator

Near real-time stereo based on effective cost aggregation

Dynamic Markov random fields for stochastic modeling of visual attention

Towards estimation of dense disparities from stereo images containing large textureless regions

Intuitive event modeling for personalized behavior monitoring

Combining multiple spatial hidden Markov models in image semantic classification and annotation

Confidence-based cost modulation for stereo matching

Human activity analysis based on a torso-less representation

Face modeling and tracking with Gabor Wavelet Network prior

Practical pure pan and pure tilt camera calibration

Information-based gaze control adaptation to scene context for mobile robots

On the scalability of robot localization using high-dimensional features

Multiscan-based map optimizer for RFID map-building with low-accuracy measurements

Merging maps of multiple robots

Image sampling for localization using entropy

Control and recognition on a humanoid head with cameras having different field of view

Improvement of feature matching in catadioptric images using gyroscope data

Sensor planning for PTZ cameras using the probability of camera overload

Real-time crowd motion analysis

Shapes to synchronize camera networks

Integration of time-sequential range images for reconstruction of a high-resolution 3D shape

Robust tracking of spatial related components

An MCMC-based particle filter for multiple person tracking

Probabilistic tracking on Riemannian manifolds

Background modelling in demanding situations with confidence measure

Separability of ternary Error-Correcting Output Codes

Analysis of efficient lip reading method for various languages

Intruders pattern identification

Unsupervised image embedding using nonparametric statistics

A study of non-frontal-view facial expressions recognition

On-line boosted cascade for object detection

Face recognition based on LBP and orthogonal rank-one tensor projections

Analysis on two fisher methods and a synthesized discriminant projection

Gender classification based on facial surface normals

On-line signature verification by using most discriminating points

Automatic classification of partial shoeprints using Advanced Correlation Filters for use in forensic science

Feature Extraction base on Local Maximum Margin Criterion

Optimal feature weighting for the discrete HMM

Contour registration and corresponding point selection for dorsal fin recognition

Incremental learning in non-stationary environments with concept drift using a multiple classifier based approach

Knowledge based cluster ensemble for 3D head model classification

Stability as performance metric for subjective pattern recognition - application of Electoral College in face recognition

Weakly supervised learning using proportion-based information: An application to fisheries acoustics

Hand posture recognition with co-training

Assembly of puzzles by connecting between blocks

Learning combined similarity measures from user data for image retrieval

FastWavelet-Based Visual Classification

Redundant DWT based translation invariant wavelet feature extraction for face recognition

A real-time accompaniment system based on sung voice recognition

A 2D model for face superresolution

A multiple model structure for tracking by variable rate particle filters

Exploiting qualitative domain knowledge for learning Bayesian network parameters with incomplete data

A statistical signature for automatic dialogue classification

Optimal feature weighting for the continuous HMM

Hand motion expertise analysis using dynamic hierarchical activity modeling and isomap

An example based image retrieval system for the TRACE repository

An extended version of the k-means method for overlapping clustering

A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory

Head pose estimation: Classification or regression?

Classification by bagged consistent itemset rules

Multifractality in arterial pulse

Linear discriminant analysis for data with subcluster structure

Robust recognition of 1-D barcodes using camera phones

Robust indoor activity recognition via boosting

A network intrusion detection method using independent component analysis

Wavelet-based salient points with scale information for classification

Semantic grouping of visual features

On refining dissimilarity matrices for an improved NN learning

Help-training for semi-supervised discriminative classifiers. Application to SVM

Variance estimation for two-class and multi-class ROC analysis using operating point averaging

Color face recognition based on 2DPCA

Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization

Learning in imbalanced relational data

Bagging very weak learners with lazy local learning

Cone-restricted subspace methods

3D rotation invariant local binary patterns

CDIKP: A highly-compact local feature descriptor

A Bayesian Local Binary Pattern texture descriptor

Local stereo matching with 3D adaptive cost aggregation for slanted surface modeling and sub-pixel accuracy

IBR-based free-viewpoint imaging of a complex scene using few cameras

Convenient reconstruction of natural plants by images

Incremental clustering via nonnegative matrix factorization

Time-series clustering by approximate prototypes

Constrained clustering by a novel graph-based distance transformation

Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation

A local descriptor for finding corresponding points in vector fields

Bayesian classification for the Statistical Hough transform

Image inpainting using wavelet-based inter- and intra-scale dependency

Watershed-guided inpainting for image magnification

Grading nuclear pleomorphism on histological micrographs

Unsupervised mammograms segmentation

Supervised enhancement of lung nodules by use of a massive-training artificial neural network (MTANN) in computer-aided diagnosis (CAD)

On using error bounds to optimize cost-sensitive multimodal biometric authentication

Score based biometric template selection

A cryptosystem based on palmprint feature

Texture segmentation benchmark

Unsupervised dynamic texture segmentation using local spatiotemporal descriptors

An adaptive-PCA algorithm for reflectance estimation from color images

Silhouette extraction based on iterative spatio-temporal local color transformation and graph-cut segmentation

HOPS: Efficient region labeling using Higher Order Proxy Neighborhoods

Understanding vehicle motion via spatial integration of intensities

Hand modeling and tracking from voxel data: An integrated framework with automatic initialization

Uncertainty minimization in multi-sensor localization systems using model selection theory

Real-time accurate optical flow-based motion sensor

Semi-supervised learning by locally linear embedding in kernel space

Localized feature selection for Gaussian mixtures using variational learning

Monte Carlo subspace method: An incremental approach to high-dimensional data classification

Metric Learning: A general dimension reduction framework for classification and visualization

Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification

Ridge Regression for Two Dimensional Locality Preserving Projection

Robust region-based background subtraction and shadow removing using color and gradient information

Bhattacharyya boosting

Embedding HMM’s-based models in a Euclidean space: The topological hidden Markov models

A probabilistic model for classifying segmented images

Early recognition of sequential patterns by classifier combination

Real-time abnormal motion detection in surveillance video

Detecting queues at vending machines: A statistical layered approach

Human motion recognition using Gaussian Processes classification

Fast and reliable PCA-based temporal segmentation of video sequences

An approach for video cut detection using bipartite graph matching as dissimilarity distance

Shot boundary detection using co-occurrence of global motion in video stream

Unsupervised writer style adaptation for handwritten word spotting

Lexicon-based offline recognition of Amharic words in unconstrained handwritten text

Combining quadratic classifier and pair discriminators by pairwise coupling for handwritten Chinese character recognition

Handwritten Chinese character recognition using Local Discriminant Projection with Prior Information

A novel approach for the recognition of a wide Arabic handwritten word lexicon

Hybrid statistical-structural on-line Chinese character recognition with fuzzy inference system

SIFT features for object recognition and tracking within the IVSEE system

On edge structure based adaptive observation model for facial feature tracking

Online feature evaluation for object tracking using Kalman Filter

SVD based Kalman particle filter for robust visual tracking

Robust trajectory estimation of soccer players by using two cameras

Frame-skipping tracking for single object with global motion detection

Orientation and scale invariant mean shift using object mask-based kernel

Behaviour based particle filtering for human articulated motion tracking

Tracking of articulated pose and motion with a markerized grid suit

Hierarchical estimation for adaptive visual tracking

Violence classification based on shape variations from multiple views

Incoherent motion detection using a time-series Gram matrix feature

A covariance-based method for dynamic background subtraction

Understanding visual dictionaries via Maximum Mutual Information curves

Feature selection for real-time image matching systems

A new hierarchical approach in robust real-time image feature detection and matching

Efficient detection of projected concentric circles using four intersection points on a secant line

Local Gabor phase difference pattern for face recognition

Very fast ellipse detection using GPU-based RHT

Exact integral images at generic angles for 2D barcode detection

Ranking the local invariant features for the robust visual saliencies

Automated stroke ending analysis for drawing tool classification

An interactive scene annotation tool for video surveillance

Novel image feature alphabets for object recognition

GPU-boosted online image matching

A new image division for LBP method to improve face recognition under varying lighting conditions

Unsupervised categorization of heterogeneous text images based on fractals

A Dynamic Programming approach for segmenting digital planar curves into line segments and circular arcs

Learning invariant region descriptor operators with genetic programming and the F-measure

Point-of-interest detection for range data

Non-Neighboring Rectangular Feature selection using Particle Swarm Optimization

π-SIFT: A photometric and Scale Invariant Feature Transform

Combining local descriptors for 3D object recognition and categorization

Learning motion patterns in crowded scenes using motion flow field

Confidence rated boosting algorithm for generic object detection

Distance transformation, reverse distance transformation and discrete medial axis on toric spaces

Automatic eye state recognition and closed-eye photo correction

Interactive labeling of facial action units

Unfolding warping for object recognition

Efficient geometric matching with higher-order features

Image retrieval with graph kernel on regions

MDL patch correspondences on unlabeled images

Linear time recognition algorithms for topological invariants in 3D

Image transformation for object tracking in high-resolution video

Local shape features for object recognition

Multi-view face recognition by nonlinear tensor decomposition

Human tracking based on Soft Decision Feature and online real boosting

Spatio-temporal patches for night background modeling by subspace learning

Full body tracking-based human action recognition

Deformable surface stereo tracking-by-detection using Second Order Cone Programming.

Supervised learning rule selection for multiclass decision with performance constraints

Fuzzy maximum scatter discriminant analysis and its application to face recognition

Robust shape normalization based on implicit representations

Automatic extraction of natural fracture traces from borehole images

Classification of perceived running fatigue in digital sports

Bayesian sequential face detection with automatic re-initialization

Parts based generative models for graphs

A new radical-based approach to online handwritten Chinese character recognition

Signature verification based on fusion of on-line and off-line kernels

Kernel oriented discriminant analysis for speaker-independent phoneme spaces

A microeconomic approach to multi-objective spatial clustering

Face recognition using anisotropic dual-tree complex wavelet packets

Clustered Microcalcification detection based on a Multiple Kernel Support Vector Machine with Grouped Features (GF-SVM)

Clustering by evidence accumulation on affinity propagation

Active contour detection of linear patterns in spectrogram images

Kernel bandwidth estimation in methods based on probability density function modelling

On the asymptotic variances of Gaussian Markov Random Field model hyperparameters in stochastic image modeling

Integrated probability function on local mean distance for image recognition

Online anomal movement detection based on unsupervised incremental learning

Hybrid wavelet support vector classification of temporal bone abnormalities

Illumination invariant spatio-colorimetric normalization

Affine moment invariants generated by automated solution of the equations

Quantitative analysis of Iaido proficiency by using motion data

Change detection based on adaptive Markov Random Fields

A novel robust kernel for appearance-based learning

Fast approximate kernel-based similarity search for image retrieval task

A variational inference based approach for image segmentation

A framework for efficient correspondence using feature interrelations

An adaptive scene description for activity analysis in surveillance video

Uncertainty based classification fusion - a soft-biometrics test case

Non-Abelian invariant feature detection

Efficient implementation of SVM for large class problems

Detecting hubs and quasi cliques in scale-free networks

Scribble-a-Secret: Similarity-based password authentication using sketches

Feature Fusion Hierarchies for gender classification

Incremental nested partition method

Performance evaluation of relevance vector machines as a nonlinear regression method in real-world chemical spectroscopic data

Temporal difference learning to detect unsafe system states

View invariant object recognition

A uniformity criterion and algorithm for data clustering

Bag-of-features kernel eigen spaces for classification

Geodesic K-means clustering

A novel validity measure for clusters of arbitrary shapes and densities

Error-Correcting output coding for chagasic patients characterization

A comparison of clustering fully polarimetric SAR images using SEM algorithm and $G^{0}$ mixture modelwith different initializations

Object recognition using graph spectral invariants

A new method to obtain the shift-table in Boyer-Moore’s string matching algorithm

Dual clustering for categorization of action sequences

Establishing point correspondence using multidirectional binary pattern for face recognition

Probabilistic Diffusion Classifiers for Object Detection

A new HMM training and testing scheme

A new multiobjective simulated annealing based clustering technique using stability and symmetry

Unsupervised clustering using hyperclique pattern constraints

Categorization using semi-supervised clustering

Local Regularized Least-Square Dimensionality Reduction

Differential evolution based feature subset selection

FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization algorithm with high ease of use

Feature selection via decision tree surrogate splits

Three related types of multi-value association patterns

Incremental machine learning techniques for document layout understanding

Detecting trends in social bookmarking systems using a probabilistic generative model and smoothing

Online adaptive clustering in a decision tree framework

Face recognition using Complete Fuzzy LDA

Topologically correct surface reconstruction using alpha shapes and relations to ball-pivoting

Feature selection combining genetic algorithm and Adaboost classifiers

Detecting and ordering salient regions for efficient browsing

Fuzzy rule selection using Iterative Rule Learning for speech data classification

Manifold denoising with Gaussian Process Latent Variable Models

A discrete-time parallel update algorithm for distributed learning

Relevant pattern selection for subspace learning

Regression with interval output values

Scale invariant face recognition using probabilistic similarity measure

Eigenspace interpolation for appearance-based object recognition

A clustering algorithm combine the FCM algorithm with supervised learning normal mixture model

Graph drawing using quantum commute time

Combining hierarchical clusterings using min-transitive closure

Adaptive habituation detection to build human computer interactive systems using a real-time cross-modal computation

Properties of the k-norm pruning algorithm for decision tree classifiers

A supervised learning approach for imbalanced data sets

Locality preserving multi-nominal logistic regression

RANSAC-SVM for large-scale datasets

Illuminant dependence of PCA, NMF and NTF in spectral color imaging

Comparison of Particle Swarm Optimization and Genetic Algorithm for HMM training

A self-organized approach for unsupervised fault detection in multiple systems

Face image retrieval by using Haar features

Supervised learning of a generative model for edge-weighted graphs

Feature condensing algorithm for feature selection

Improving Bayesian Network parameter learning using constraints

On the selection of base prototypes for LAESA and TLAESA classifiers

Endmember detection using the Dirichlet process

Selecting relevant features for human motion recognition

Learning a discriminative sparse tri-value transform

Dynamic target classification in wireless sensor networks

Clustering-based locally linear embedding

Fast multiple instance learning via L logistic regression

An improvement on learning with local and global consistency

Fuzzy discriminant projections for facial expression recognition

RUSBoost: Improving classification performance when training data is skewed

Adaptive Laplacian eigenfunctions as bases for regression analysis

Specularity removal and relighting of 3D object model for virtual exhibition

Model-based visual self-localization using geometry and graphs

Motion capture data retrieval using an artist’s doll

New extensions of the 3-simplex for exterior orientation

Calibration of a structured light system by observing planar object from unknown viewpoints

Matching images more efficiently with local descriptors

Applying similarity metrics to 3D acquisition in structured-light systems

A semisupervised approach to space carving

Making real games virtual: Tracking board game pieces

Symmetric segment-based stereo matching of motion blurred images with illumination variations

Estimating the number of people in a video sequence via geometrical model

Relative scale estimation between two camera motions

An improved mean-shift tracker with kernel prediction and scale optimisation targeting for low-frame-rate video tracking

Trajectories normalization for viewpoint invariant gait recognition

Visual planes-based simultaneous localization and model refinement for augmented reality

Finite element modeling of facial deformation in videos for computing strain pattern

Markerless human motion capture: An application of simulated annealing and Fast Marching Method

Human activities: Handling uncertainties using fuzzy time intervals

Boosting local feature descriptors for automatic objects classification in traffic scene surveillance

Multi-cue collaborative kernel tracking with cross ratio invariant constraint

Hierarchical background subtraction using local pixel clustering

Virtual focusing image synthesis for user-specified image region using camera array

Real-time 3D tracking using multiple sample points

Monocular 3D tracking of multiple interacting targets

Adaptive selection of non-target cluster centers for K-means tracker

A new algorithm for static camera foreground segmentation via active coutours and GMM

An approach to texture-based image recognition by deconstructing multispectral co-occurrence matrices using Tchebichef orthogonal polynomials

Monocular video foreground segmentation system

Scale-invariant density-based clustering initialization algorithm and its application

Efficient background modeling through incremental Support Vector Data Description

Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch

Lennard-Jones force field for Geometric Active Contour

Region-based active contours and sparse representations for texture segmentation

Multiband image segmentation and object recognition using texture filter banks

Effective features based on normal linear structures for detecting microcalcifications in mammograms

Rayleigh segmentation of the endocardium in ultrasound images

Rendering of brain tumors using endoneurosonography

A novel automatic seed point selection algorithm for breast ultrasound images

Robust modeling and recognition of hand gestures with dynamic Bayesian network

Tracking of persons for video surveillance of unattended environments

Analytical method for MGRF Potts model parameter estimation

Analysis of human behaviour in front of a target scene

Radon transform and Conformal Geometric Algebra with lines

Multiple kernel learning from sets of partially matching image features

3D gaze estimation with a single camera without IR illumination

Detection and tracking of marine vehicles in video

Structure and motion factorization under quasi-perspective projection with missing data in tracking matrix

Extended Kalman filtering approach to stereo video stabilization

A similarity measure under Log-Euclidean metric for stereo matching

A method of feature selection using contribution ratio based on boosting

A hypergraph-based approach to affine parameters estimation

Using covariance matrices for unsupervised texture segmentation

Efficient image inner products applied to active appearance models

Combined visual attention model for video sequences

NorMaL: Non-compact Markovian Likelihood for change detection

An approximate algorithm for median graph computation using graph embedding

Scale-invariant region-based hierarchical imagematching

Multiple view based 3D object classification using ensemble learning of local subspaces

Hybrid SVM - Random Forest classication system for oral cancer screening using LIF spectra

An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering

MCS-based balancing techniques for skewed classes: An empirical comparison

Beyond SVD: Sparse projections onto exemplar orthonormal bases for compact image representation

A minimum description length principle based method for signal change detection in machine condition monitoring

EK-SVD: Optimized dictionary design for sparse representations

Rapid signer adaptation for continuous sign language recognition using a combined approach of eigenvoices, MLLR, and MAP

Face age estimation using patch-based hidden Markov model supervectors

Randomized trees for real-time one-step face detection and recognition

Bag-of-visual-words models for adult image classification and filtering

Manifold optimisation for motion factorisation

Critical configurations of lines to geometry determination of three cameras

Detection of the intersection lines in multiplanar environments: Application to real-time estimation of the camera-scene geometry

Consistent and efficient sampler for geometric computation

A contrario matching of SIFT-like descriptors

Circular Earth Mover’s Distance for the comparison of local features

Scale-invariant medial features based on gradient vector flow fields

V-LGBP: Volume based local Gabor binary patterns for face representation and recognition

Illumination invariants based on Markov random fields

Graph-based classification for multiple observations of transformed patterns

Rotation invariant local phase quantization for blur insensitive texture analysis

Regularized discriminant analysis for transformation-invariant object recognition

Robust time recognition of video clock based on digit transition detection and digit-sequence recognition

A Hilbert warping method for camera-based finger-writing recognition

Affine invariant shape descriptors: The ICA-Fourier descriptor and the PCA-Fourier descriptor

How current BNs fail to represent evolvable pattern recognition problems and a proposed solution

Saliency Cuts: An automatic approach to object segmentation

An approach for dynamic combination of region and boundary information in segmentation

Image segmentation by convex quadratic programming

Beyond partitions: Allowing overlapping groups in pairwise clustering

Locally invariant texture analysis from the topographic map

Texture classification with minimal training images

Directionality measurement and illumination estimation of 3D surface textures by using mojette transform

Validation of correspondences in MLESAC robust estimation

A graph cut based active contour without edges with relaxed homogeneity constraint

An affinity propagation based method for vector quantization codebook design

Appearance enhancement using a projector-camera feedback system

Detection of digital processing of images through a realistic model of CCD noise

Using collaborative learning for image contrast enhancement

Phase-adaptive image signal fusion using complex-valued wavelets

Complex background modeling and motion detection based on Texture Pattern Flow

Facial expression analysis with facial expression deformation

A fast algorithm of video super-resolution using dimensionality reduction by DCT and example selection

Object recognition and segmentation using SIFT and Graph Cuts

Impulse noise removal by spectral clustering and regularization on graphs

Collaborate ball and player trajectory extraction in broadcast soccer video

Detection of representative frames of a shot using multivariate Wald-Wolfowitz test

The lattice width and quasi-straightness in digital spaces

Object boundary extraction using Active B-Snake Model

Video attention: Learning to detect a salient object sequence

Tree-serial dynamic programming for image processing

Edge-preserving unscented Kalman filter for speckle reduction

Semantic feature extraction for accurate eye corner detection

Robust and precise eye detection based on locally selective projection

Reducing noise and redundancy in registered range data for planar surface extraction

Video denoising via discrete regularization on graphs

Nonlocal morphological levelings by partial difference equations over weighted graphs

Toward an interactive device for quick news story browsing

Efficient video text detection using edge features

Image deblurring with blur kernel estimation from a reference image patch

Detecting moving text in video using temporal information

Automatic video annotation with adaptive number of key words

Human action recognition using temporal-state shape contexts

Automatic road sign detection method based on Color Barycenters Hexagon model

Invariant visual patterns for video copy detection

Anomalous trajectory patterns detection

Image categorization by a classifier based on probabilistic topic model

Denighting: Enhancement of nighttime images for a surveillance camera

Removing salt-and-pepper noise from binary images of engineering drawings

Face super-resolution using 8-connected Markov Random Fields with embedded prior

Finding the splitting vector for image resolution up-conversion

A scene-based video watermarking technique using SVMs

An incremental method for accurate iris segmentation

A comparative evaluation of Average Face on holistic and local face recognition approaches

Hallucinating facial images and features

Robust outdoor text detection using text intensity and shape features

Illumination transition image: Parameter-based illumination estimation and re-rendering

Human action recognition with line and flow histograms

3D Shape Context and Distance Transform for action recognition

Clothes-invariant gait identification using part-based adaptive weight control

Geometric constraints on 2D action models for tracking human body

Human activity recognition from frame’s spatiotemporal representation

Action recognition based on homography constraints

Collaborative learning by boosting in distributed environments

Asymmetric Real Adaboost

A new objective function for sequence labeling

Generalized criteria for uniqueness of Gibbs measures

A matrix alignment approach for link prediction

Character recognition under severe perspective distortion

Improvements in hidden Markov model based Arabic OCR

Convex hull based approach for multi-oriented character recognition from graphical documents

Neural net vector quantizers for discrete HMM-based on-line handwritten whiteboard-note recognition

A new HMM for on-line character recognition using pen-direction and pen-coordinate features

Fast protein homology and fold detection with sparse spatial sample kernels

Segmentation of overlapping/aggregating nuclei cells in biological images

Subject-independent brain computer interface through boosting

Fast and automatic reconstruction of structured illumination microscopy images with multiscale products

Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces

A new approach for automatic analysis of 3D low dose CT images for accurate monitoring the detected lung nodules

Fake fingertip generation from a minutiae template

Fingerprint orientation analysis with topological modeling

Adaptive pore model for fingerprint pore extraction

Securing fingerprint template: Fuzzy vault with minutiae descriptors

Generative models for fingerprint individuality using ridge models

Comparative analysis of registration based and registration free methods for cancelable fingerprint biometrics

Block-diagonal form of distance matrix for region-based image retrieval

Fast and robust image identification

Tile-based image visual codeword extraction for efficient indexing and retrieval

mage-based automatic detection of indoor scene events and interactive inquiry

Free-hand sketch grouping for video retrieval

Efficient meta-information annotation and view-dependent representation system for 3D objects on the Web

Visual features with semantic combination using Bayesian network for a more effective image retrieval

Depth-based image mosaicing for both static and dynamic scenes

Synthesizing 3D videos by a motion-conditioned background mosaic

An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection

Re-ranking of web image search results using a graph algorithm

Collaborative and content-based image labeling

Audio-visual event classification via spatial-temporal-audio words

Video summarization with supervised learning

Using an artificial imagination for texture retrieval

A novel 3-D motion estimation approach to virtual viewpoint control

Tracking a firefly -a stable likelihood estimation for variable appearance object tracking-

An empirical comparison of high definition video and regular video in optical flow computation

A method of small object detection and tracking based on particle filters

Camera calibration for uneven terrains by observing pedestrians

Video object segmentation based on graph cut with dynamic shape prior constraint

Motion recognition based on Dynamic-Time Warping method with Self-Organizing Incremental Neural Network

2D and 3D upper body tracking with one framework

Real time appearance based hand tracking

Improvement on Mean Shift based tracking using second-order information

Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups

Real-time foreground segmentation on GPUs using local online learning and global graph cut optimization

Recursive structure and motion estimation from noisy uncalibrated video sequences

Probabilistic mixtures of differential profiles for shape recognition

Multilinear analysis based on image texture for face recognition

Color filtering-based efficient face detection

Identification and pose under severe occlusion in range images

Directional entropy feature for human detection

A coordinate system for articulated 2D shape point correspondences

Improved Gaussian mixtures for robust object detection by adaptive multi-background generation

Lie group distance based generic 3-d vehicle classification

Detecting shadows of moving vehicles based on HMM

Bi-model tracking of object of interest using invariant spatiogram descriptor

Monocular multi-human detection using Augmented Histograms of Oriented Gradients

Bilateral symmetry of object silhouettes under perspective projection

Application of the wrapper framework for image object detection

3D face recognition with the average-half-face

Object labeling for recognition using vocabulary trees

Recognition of box-like objects by fusing cues of shape and edges

3D object recognition by fast spherical correlation between combined view EGIs and PFT

Registration by using a pseudo color attribute

Object detection at multiple scales improves accuracy

Robust relative pose estimation with integrated cheirality constraint

Object localization using affine invariant substructure constraints.

Shape from self-calibration and Fast Marching Method

Stereo matching using random walks

Combining shape-from-shading and stereo using Gaussian-Markov random fields

Depth recovery using defocus blur at infinity

Epipolar geometry and log-polar transform in wide baseline stereo matching

Direct 3-D shape recovery from image sequence based on multi-scale Bayesian network

Asymmetric post-processing for stereo correspondence

Approximation of salient contours in cluttered scenes

Joint segmentation and registration of elastically deformable objects

Automatic face and facial features initialization for robust and accurate tracking

Image-based plant modeling by knowing leaves from their apexes

Image mosaicing using local optical flow registration

Resolution enhancement for binocular stereo

Computing multiple view geometry in space-time from mutual projections of multiple cameras

Automatic generation of HMM topology for sign language recognition

Back to the future: Robust foreground extraction with reversed-time background modeling

Motion estimation approach based on dual-tree complex wavelets

Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines

Stop word detection in compressed textual images: An experiment on indic script documents

Ancient document analysis based on text line extraction

Spam filtering with several novel bayesian classifiers

A new courtesy amount recognition module of a Check Reading System

Augment document image binarization by learning

Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information

Curve fitting algorithm using iterative error minimization for sketch beautification

A cascade detector for text detection in natural scene images

Template selection for on-line signature verification

Recognition of books by verification and retraining

Combining content and structure similarity for XML document classification using composite SVM kernels

Real-time image-based rendering system for virtual city based on image compression technique and eigen texture method

A geometric approach for accurate and efficient performance evaluation of layout analysis methods

A symbol graph based handwritten math expression recognition

Segmentation-free recognizer based on enhanced four plane feature for realistic Chinese handwriting

A novel orientation free method for online unconstrained cursive handwritten chinese word recognition

An evaluation survey of binarization algorithms on historical documents

A study of semi-tied covariance modeling for online handwritten Chinese character recognition

Text-tracking wearable camera system for visually-impaired people

Ballot mark detection

Wang Notation Tool: Layout independent representation of tables

Tailoring text for automatic layouting of newspaper pages

Computer graphics identification using genetic algorithm

Document-zone classification using partial least squares and hybrid classifiers

Clustering of short commercial documents for the web

Histogram of radon transform. A useful descriptor for shape retrieval

Offline handwritten Devanagari word recognition: A segmentation based approach

Efficient MRF approach to document image enhancement

Robust real-time face alignment based on ASM with boosting regression for displacement prediction

GPS coordinate estimation from calibrated cameras

A probabilistic approach for tracking fibers

Quasi-Euclidean uncalibrated epipolar rectification

Regular texture removal for video stabilization

Real-time camera position and posture estimation using a feature landmark database with priorities

Human reappearance detection based on on-line learning

Non-rigid image registration based on the globally optimized correspondences

Wire detection in low-altitude, urban, and low-quality video frames

Automatic geo-registration of maritime video feeds

Effective scene matching with local feature representatives

Attention-based video reframing: Validation using eye-tracking

Robust auto-calibration of a PTZ camera with non-overlapping FOV

Road region estimation using a sequence of monocular images

Medical image segmentation via min s-t cuts with sides constraints

An effective method for detection and segmentation of the body of human in the view of a single stationary camera

Metal-dielectric object classification by polarization degree map

Spatio-temporal 3D pose estimation and tracking of human body parts using the Shape Flow algorithm

Image segmentation towards natural clusters

A random walker based approach to combining multiple segmentations

Contour grouping with shape manifold and distance transform

Segmentation by combining parametric optical flow with a color model

Three-dimensional cell counting for in-situ microscopy

Evolving boundary detectors for natural images via Genetic Programming

On segmentation evaluation metrics and region counts

Active contour algorithm for texture segmentation using a texture feature set

Detecting changes in multilayered orthoimages with spatiotemporal texture blocks

Classifiability criteria for refining of random walks segmentation

Top down image segmentation using congealing and graph-cut

Watershed framework to region-based image segmentation

Background subtraction technique based on chromaticity and intensity patterns

Accelerating active contour algorithms with the Gradient Diffusion Field

A fast hierarchical approach to image segmentation

3D shape reconstruction from incomplete silhouettes in multiple frames

Boosted cannabis image recognition

3D object localization based on occluding contour using STL CAD model

3D localization of partially buried object in unstructured environment

GA based feature generation for training cascade object detector

A bottom-up, view-point invariant human detector

Robust decomposition of a digital curve into convex and concave parts

Kernel functions for robust 3D surface registration with spectral embeddings

Layered object categorization

Variational Maximum A Posteriori model similarity and dissimilarity matching

Calibration of projector-camera systems from virtual mutual projection

A performance controllable octree construction method

3D model based vehicle localization by optimizing local gradient based fitness evaluation

Online object recognition by MSER trajectories

Compact algorithm for strictly ML ellipse fitting

Automatic bi-layer video segmentation based on sensor fusion

Use of band ratioing for building illumination independent texture classification systems

3D human posture estimation using the HOG features from monocular image

Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment

Refining PTZ camera calibration

The projective equation of a circle and its application in camera calibration

Tree-structure lossless coding using intervector angle

Reversible binary image data hiding by run-length histogram modification

Double-edge-model based character stroke extraction from complex backgrounds

A method for removing cyclic artefacts in discrete tomography using latin squares

Context aware privacy in visual surveillance

Nonlocal graph regularization for image colorization

A robust iterative multiframe SRR based on Hampel stochastic estimation with Hampel-Tikhonov regularization

A Hybrid PNN-GMM classification scheme for speech emotion recognition

Moving object segmentation using the 9/7–10/8 dual-tree complex filter bank

The Fourier Analysis of 2DT movement with particular reference to hand gesture recognition

The structure analysis of ultra thin magnetic film images

Spatially-variant morphological operations on binary images based on the polar distance transform

Gender classification in two Emotional Speech databases

Reversible data hiding of full color JPEG2000 compressed bit-stream preserving bit-depth information

Entropic thresholding based on gray-level spatial correlation histogram

Improved percolation-based method for crack detection in concrete surface images

Cellular automaton for ultra-fast watershed transform on GPU

Static text region detection in video sequences using color and orientation consistencies

Feature extraction method based on cascade noise elimination for sketch recognition

Estimating 3D fibre orientation in volume images

Adaptive speech enhancement with varying noise backgrounds

An adaptive Monte Carlo approach to nonlinear image denoising

An online polygonal approximation of digital signals and curves with Dynamic Programming algorithm

Video-based activity and movement pattern analysis in overnight sleep studies

Breaking the YASS algorithm via pixel and DCT coefficients analysis

A density-based approach for text extraction in images

Convolutional Neural Network with embedded Fourier Transform for EEG classification

Multiple classifier applied on predicting microsleep from speech

A new spatial perceptual mask for image watermarking

Application of graph coloring in physical layout segmentation

A device enhancing and denoising algorithm for X-ray cardiac fluoroscopy

Every color chromakey

Non-dominated Sorting Evolution Strategy-based K-means clustering algorithm for accent classification

A machine learning based scheme for double JPEG compression detection

Image annotation refinement using semantic similarity correlation

Learning polynomial function based neutral-emotion GMM transformation for emotional speaker recognition

3D image analysis for evaluating internal deformation/fracture characteristics of materials

Improved novel view synthesis from depth image with large baseline

Detecting information-hiding in WAV audios

Tongue line extraction

Parametric video compression using appearance space

Improving recto document side restoration with an estimation of the verso side from a single scanned page

A novel efficient approach for audio segmentation

How effective is human video surveillance performance?

Constrained piecewise linear approximation of digital curves

Application of triphone clustering in acoustic modeling for continuous speech recognition in Bengali

A Mixed Markov model for change detection in aerial photos with large time differences

A new global shape prior for level set based segmentation

Camera motion filtering and its applications

A layered method of visibility resolving in depth image-based rendering

Vector field resampling using local streamline approximation

Recognizing actions from still images

Image classification: Are rule-based systems effective when classes are fixed and known?

A novel Gaussianized vector representation for natural scene categorization

Adaptive nonstationary regression analysis

On the efficient minimization of convex surrogates in supervised learning

Robust estimation for sparse data

Structural poisson mixtures for classification of documents

A stochastic nearest neighbor character prototype approach for online writer identification

Video caption duration extraction

A fuzzy c-means algorithm using a correlation metrics and gene ontology

Counterfeit iris detection based on texture analysis

Synthesis of large realistic iris databases using patch-based sampling

Adaptive asymmetrical SVM and genetic algorithms based iris recognition

HMM-based unusual motion detection without tracking

A novel method for real-time multiple moving targets detection from moving IR camera

Training sequential on-line boosting classifier for visual tracking

Tracking across non-overlapping views via geometry

A contrast equalization procedure for change detection algorithms: Applications to remotely sensed images of urban areas

View-invariant full-body gesture recognition from video

3D face recognition using sparse spherical representations

Interactive feature visualization for image retrieval

Component-wise parameter smoothing for learning mixture models

On second order operators and quadratic operators

Graph-based semi-supervised learning with redundant views

Semi-supervised feature selection under logistic I-RELIEF framework

Weightlessness feature — a novel feature for single tri-axial accelerometer based activity recognition

Efficient automated method for image-based classification of microbial cells

Motherese detection based on segmental and supra-segmental features

Shape-based matching of heart sounds

Internal evaluation of registration results for radiographic images

Imaging biomarker analysis of rat mammary fat pads and glandular tissues in MRI images

Image analysis approach for identification of renal transplant rejection

Online personal identification in night using multiple face representations

3D face recognition using the Surface Interpenetration Measure: A comparative evaluation on the FRGC database

Facial expression recognition from near-infrared video sequences

Verification of human faces using predicted eigenvalues

Dual generative models for human motion estimation from an uncalibrated monocular camera

Tracking human body by using particle filter Gaussian process Markov-switching model

A unified model for activity recognition from video sequences

Pose sentences: A new representation for action recognition using sequence of pose words

Pedestrian detection using boosted features over many frames

Human appearance matching across multiple non-overlapping cameras

Estimating the number of people in crowded scenes by MID based foreground segmentation and head-shoulder detection

Efficient tensor based face recognition

Discriminative estimation of 3D human pose using Gaussian processes

Pedestrian detection by modeling local convex shape features

Human detection by searching in 3d space using camera and scene knowledge

Joint visual vocabulary for animal classification

Memory efficient recognition of specific objects with local features

Flexible object recognition in cluttered scenes using relative point distribution models

Deformable template combining alignable and non-alignable sketches

Linear representation of discrete surfaces in 3D

Support Vector Data Description for image categorization from Internet images

Generalized Chebyshev Kernels for Support Vector Classification

A least square kernel machine with box constraints

Indefinite Kernel Fisher Discriminant

Large margin AR model for time series classification

Fast incremental learning for one-class support vector classifier using sample margin information

Non-linear feature extraction by linear PCA using local kernel

The polar distance transform by fast-marching

A multiobjective simulated annealing based fuzzy-clustering technique with symmetry for pixel classification in remote sensing imagery

Discrete Pulse Transform of images: Algorithm and applications

A colour text/graphics separation based on a graph representation

Graph cut based deformable model with statistical shape priors

Extending depth of field by intrinsic mode image fusion

Adaptive semantic Bayesian framework for image attention

A fast image retrieval system using index lookup table on mobile device

Learning weighted distances for relevance feedback in image retrieval

An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks

A computer vision based camera pedestal’s vertical motion control

Robust extraction of 1D skeletons from grayscale 3D images

Medical image registration using Phase-Only Correlation for distorted dental radiographs

An iterative classification method of 2D CT head data based on statistical and spatial information

3D model fitting for facial expression analysis under uncontrolled imaging conditions

Gene function prediction using protein domain probability and hierarchical Gene Ontology information

Regional motion patterns for the Left Ventricle function assessment

Intelligence computing approach for seizure detection based on intracranial electroencephalogram (IEEG)

A practical method to reducing metal artifact for dental CT scanners

Real-time update of 3D deformable models for computer aided liver surgery

A novel segmentation algorithm for pulmonary nodule in chest radiograph

Automatic working area classification in peripheral blood smears using spatial distribution features across scales

Clustering initiated multiphase active contours and robust separation of nuclei groups for tissue segmentation

Hemorrhage slices detection in brain CT images

Tracking of Arabidopsis thaliana root cells in time-lapse microscopy

An automatic cell segmentation method for differential interference contrast microscopy

Automated quantification of cell endocytosis using active contours and wavelets

Microarray image analysis based on an evolutionary approach

Identification of phosphorylation sites using a hybrid classifier ensemble approach

Visualization of transitions of developing of hepatitis C virus-associated hepatocellular carcinoma

Semi-supervised method for gene expression data classification with Gaussian fields and harmonic functions

Point-based digitally reconstructed radiograph

Challenging issues in iterative intelligent medical search

Detection of Atrial Fibrillation using model-based ECG analysis

Cervicographic image retrieval by spatial similarity of lesions

Arterial Pulse Rate Variability analysis for diagnoses

Classification method for microarray probe selection using sequence, thermodynamics and secondary structure parameters

Vector valued regression for iron overload estimation

Determination of optimal metabolic pathways through a new learning algorithm

SVM ensemble classification of nmr spectra based on different configurations of data processing techniques

Retinal vessel tree segmentation using a deformable contour model

Image segmentation by geodesic voting. Application to the extraction of tree structures from confocal microscope images

Quantitative abdominal fat estimation using MRI

Stability evaluation of a classifier for detecting abdominal tumors in FDG-PET/CT images

Robust intensity-based 3D-2D registration of ct and X-ray images for precise estimation of cup alignment after total hip arthroplasty

The implication of data diversity for a classifier-free ensemble selection in random subspaces

Growing neural gas for temporal clustering

Learning visual dictionaries and decision lists for object recognition

Preliminary approach on synthetic data sets generation based on class separability measure

Generalized Gaussian distributions for sequential data classification

Dunn’s cluster validity index as a contrast measure of VAT images

Dynamic Oscillating Search algorithm for feature selection

Multi-class classification strategies for Fisher scores of gesture and sign sequences

Fast model selection for MaxMinOver-based training of support vector machines

Automatic coefficient selection in Weighted Maximum Margin Criterion

Fast and regularized local metric for query-based operations

Group-based meta-classification

Spectral aggregation for clustering ensemble

Utilizing non-uniform cost learning for active control of inter-class confusion

Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines

Effective shrinkage of large multi-class linear svm models for text categorization

Multi-stage branch-and-bound for maximum variance disparity clustering

Weighted solution path algorithm of support vector regression for abnormal data

Texture synthesis by Support Vector Machines

SVMs, Gaussian mixtures, and their generative/discriminative fusion

Cluster validation using a probabilistic attributed graph

Incremental learning of mixture models for simultaneous estimation of class distribution and inter-class decision boundaries

Classification by reflective convex hulls

Improving Gaussian processes classification by spectral data reorganizing

Boosting Gaussian mixture models via discriminant analysis

Active query selection for semi-supervised clustering

Kernel Bisecting k-means clustering for SVM training sample reduction

Bregman sided and symmetrized centroids

Gesture recognition using sparse code of Hierarchical SOM

Anomaly detection by combining decision trees and parametric densities

Semi-supervised learning on large complex simulations

Probabilistic clustering by random swap algorithm

Semi-supervised marginal discriminant analysis based on QR decomposition

An empirical study of facial components classification by integrating dimensionality reduction and clustering

Alternative similarity functions for graph kernels

Semi-supervised discriminant analysis based on UDP regularization

VoB predictors: Voting on bagging classifications

Dynamic score combination of binary experts

Feature selection for clustering with constraints using Jensen-Shannon divergence

Impact of feature correlations on separation between bivariate normal distributions

Automatic generation of optimum classification cascades

A new clustering approach based on graph partitioning for navigation patterns mining

People detection based on co-occurrence of appearance and spatiotemporal features

A fast revised simplex method for SVM training

An experimental study of graph classification using prototype selection

A systematic solution for the NN3 Forecasting Competition problem based on an ensemble of MLP neural networks

A class-selective rejection scheme based on blockwise similarity of typicality degrees

Efficient user preference predictions using collaborative filtering

Pre-extracting method for SVM classification based on the non-parametric K-NN rule

Learning vector quantization with local subspace classifier

Figure-ground discrimination and distortion-tolerant recognition of color characters in scene images

A discriminative semi-Markov model for robust scene text recognition

Improving digital ink interpretation through expected type prediction and dynamic dispatch

A robust technique for text extraction in mixed-type binary documents

Describing texture directions with Von Mises distributions

A novel two-stage algorithm for baseline estimation and correction in Farsi and Arabic handwritten text line

Word-wise Sinhala Tamil and English script identification using Gaussian kernel SVM

A study of on-line handwritten chemical expressions recognition

Online recognition of handwritten mathematical expressions with support for matrices

Radical based fine trajectory HMMs of online handwritten characters

Generic scale-space process for handwriting documents analysis

Combining visual and textual features for filtering spam emails

An ellipsoid constrained quadratic programming (ECQP) approach to MCE training of MQDF-based classifiers for handwriting recognition

Discriminative HMM training with GA for handwritten word recognition

On-line handwritten Kanji string recognition based on grammar description of character structures

Incremental classification of invoice documents

Indexing and retrieving cursive documents without recognition

A feature selection algorithm for handwritten character recognition

Online handwritten Bangla character recognition using HMM

Layer-based binarization for textual images

Multi-script handwriting recognition with N-streams low level features

Fractal-based system for Arabic/Latin, printed/handwritten script identification

Simplified polynomial network classifier for handwritten character recognition

Machine reading of camera-held low quality text images: An ICA-based image enhancement approach for improving OCR accuracy

White-space models for offline Arabic handwriting recognition

Dynamic filters selection for textual document image binarization

Robust log-Gabor filter for ear biometrics

Iris localization based on multi-resolution analysis

A performance evaluation of filter design and coding schemes for palmprint recognition

FCM-based orientation selection for competitive coding-based palmprint recognition

Recognition of blurred faces using Local Phase Quantization

Image quality assessment with visual attention

Towards mobile authentication using dynamic signature verification: Useful features and performance evaluation

Smile, you’re on identity camera

Filtering large fingerprint database for latent matching

A practical palmprint recognition algorithm using phase information

A discriminant color space method for face representation and verification on a large-scale database

Block-based and multi-resolution methods for ear recognition using wavelet transform and uniform local binary patterns

Improving efficiency of fingerprint matching by minutiae indexing

An evaluation of bi-modal facial appearance+facial expression face biometrics

Topological structure-based alignment for fingerprint Fuzzy Vault

Facial feature estimation from the local structural diversity of skulls

Combine hierarchical appearance statistics for accurate palmprint recognition

Similarity-based matching for face authentication

Ear recognition using LLE and IDLLE algorithm

IR and visible face recognition using fusion of kernel based features

Sitting posture analysis by pressure sensors

How to make iris recognition easier?

Multitask learning for EEG-based biometrics

A hierarchical model for the evaluation of biometric sample quality

Using SIFT features in palmprint authentication

Multiscale competitive code for efficient palmprint recognition

Remote multimodal biometric authentication using bit priority-based fragile watermarking

Pose adaptive LDA based face recognition

A corner strength based Fingerprint segmentation algorithm with dynamic thresholding

Investigating the separability of features from different views for gait based gender classification

Fingerprint indexing based on composite set of reduced SIFT features

Biomapping: Privacy trustworthy biometrics using noninvertible and discriminable constructions

Evaluation protocol for the DXM2VTS database and performance comparison of face detection and face tracking on video

3D ear modeling and recognition from video sequences using shape from shading

Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition

Computational approaches for real-time extraction of soft biometrics

Multimodal biometrics management using adaptive score-level combination

Indexing iris images

Extraction of shoe-print patterns from impression evidence using Conditional Random Fields

Fronto-normal gait incorporating accurate practical looming compensation

A hybrid approach to gender classification from face images

Palmprint identification based on non-separable wavelet filter banks

Measuring skin reflectance parameters

Cancelable iris biometric

A non-cooperative long-range biometric system for maritime surveillance

Integrating minutiae based fingerprint matching with local mutual information

Fingerprint alignment using special ridges

On averaging face images for recognition under pose variations

Extraction of complex wavelet features for iris recognition

Analysis of subsurface scattering under generic illumination

Adaptive local contrast enhancement for the visualization of high dynamic range images

Phase diagram of a long bar under a higher-order active contour energy: Application to hydrographic network extraction from VHR satellite images

Dynamic structure from motion based on nonlinear adaptive observers

Solving quadratically constrained geometrical problems using lagrangian duality

Navigation using a spherical camera

Boosting performance for 2D Linear Discriminant Analysis via regression

Boosted complex moments for discriminant rotation invariant object recognition

Correspondences of point sets using Particle Filters

Numerical analysis of Mahalanobis metric in vector space

Pattern vectors from the Ihara zeta function

Parzen Discriminant Analysis

Recognition of multiple drivers’ emotional state

Adaptive context recognition based on audio signal

Combining speech energy and edge information for fast and efficient voice activity detection in noisy environments

Estimating the readability of handwritten text - a Support Vector Regression based approach

How much handwritten text is needed for text-independent writer verification and identification

A study of a new misclassification measure for minimum classification error training of prototype-based pattern classifiers

Robust estimation of foreground in surveillance videos by sparse error estimation

Evaluation of clustering methods for finding dominant optical flow fields in crowded scenes

Simultaneous multi-modal registration of multiple images based on multi-dimensional joint phase moment distributions

Seamless image-based texture atlases using multi-band blending

Target tracking using mean-shift and affine structure

Modulation-domain particle filter for template tracking

Switching local and covariance matching for efficient object tracking

Morphological source separation for particle tracking in complex biological environments

On-line novelty detection using the Kalman filter and extreme value theory

Approximating a non-homogeneous HMM with Dynamic Spatial Dirichlet Process

Prior-updating ensemble learning for discrete HMM

Birkhoff polytopes, heat kernels and graph complexity

Bregman distance to L1 regularized logistic regression

Generalized Nonlinear Discriminant Analysis

Feature selection focused within error clusters

Transductive optimal component analysis

On efficient Viterbi decoding for hidden semi-Markov models

A phone-viseme dynamic Bayesian network for audio-visual automatic speech recognition

Enhanced speaker recognition based on intra-modal fusion and accent modeling

Noise robust voice detector for speaker recognition

Using web search engines to improve text recognition

An interactive system for the automatic generation of huge handwriting databases from a few specimens

Image objects and multi-scale features for annotation detection

A new edge-based text verification approach for video

Neurofuzzy segmentation of microarray images

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Online adaptive clustering in a decision tree framework

Content Provider	IEEE Xplore Digital Library
Author	Basak, J.
Copyright Year	2008
Description	Author affiliation: IBM India Res. Lab., New Delhi, India (Basak, J.)
Abstract	We present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the representative codes of the clusters and the tree adapts the separating hyperplanes between the clusters. The membership of a sample in a cluster is decided by the tree and the tree parameters are guided by stored codes. The model provides a hierarchical representation of the clusters by minimizing a global objective function as opposed to the existing hierarchical clusterings where a local objective function at every level is optimized. We show the results on real-life data.
Starting Page	1
Ending Page	4
File Size	653246
Page Count	4
File Format	PDF
ISBN	9781424421749
ISSN	10514651
DOI	10.1109/ICPR.2008.4761261
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-08
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision trees Clustering algorithms Topology Iterative algorithms Programmable control Adaptive control Binary trees Pattern clustering Stochastic processes Annealing
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

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