Pattern Recognition, Volume 44

Volume 44, Number 1, January 2011

Colour image, texture

• 
  Khang Siang Tan, Nor Ashidi Mat Isa:
  Color image segmentation using histogram thresholding - Fuzzy C-means hybrid approach. 1-15
• 
  Imtnan-Ul-Haque Qazi, Olivier Alata, Jean-Christophe Burie, Ahmed Moussa, Christine Fernandez-Maloigne:
  Choice of a pertinent color space for color texture characterization using parametric spectral analysis. 16-31

Dominant points, curves

• 
  Thanh Phuong Nguyen, Isabelle Debled-Rennesson:
  A discrete geometry approach for dominant point detection. 32-44
• 
  Ángel Carmona-Poyato, Rafael Medina Carnicer, Francisco José Madrid-Cuevas, Rafael Muñoz-Salinas, Nicolás Luis Fernández García:
  A new measurement for assessing polygonal approximation of curves. 45-54

Clustering

• 
  Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami:
  Clustering ellipses for anomaly detection. 55-69
• 
  Adilson Elias Xavier, Vinicius Layter Xavier:
  Solving the minimum sum-of-squares clustering problem by hyperbolic smoothing and partition into boundary and gravitational regions. 70-77

Classifiers, ensembles

• 
  Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
  lambda-Perceptron: An adaptive classifier for data streams. 78-96
• 
  Li Zhang, Weida Zhou:
  Sparse ensembles using weighted combination methods based on linear programming. 97-106

Face, behaviour

• 
  Rui Xiao, Qijun Zhao, David Zhang, Pengfei Shi:
  Facial expression recognition on multiple manifolds. 107-116
• 
  Chen Change Loy, Tao Xiang, Shaogang Gong:
  Detecting and discriminating behavioural anomalies. 117-132

Arabic script, bigram models

• 
  Ali Selamat, Choon-Ching Ng:
  Arabic script web page language identifications using decision tree neural networks. 133-144
• 
  Nikoletta Bassiou, Constantine Kotropoulos:
  Long distance bigram models applied to word clustering. 145-158

Kernel learning

• 
  Mehmet Gönen, Ethem Alpaydin:
  Regularizing multiple kernel learning using response surface methodology. 159-171

Volume 44, Number 2, February 2011

Image segmentation

• 
  Sitansu Kumar Das, Dipti Prasad Mukherjee:
  Parametric active membrane for segmentation of multiple objects in an image. 173-186

Color images

• 
  Liqiang Guo, Ming Zhu:
  Quaternion Fourier-Mellin moments for color images. 187-195

Skeleton, shape

• 
  Wei Shen, Xiang Bai, Rong Hu, Hongyuan Wang, Longin Jan Latecki:
  Skeleton growing and pruning with bending potential ratio. 196-209
• 
  Fei Mai, C. Q. Chang, Y. S. Hung:
  A subspace approach for matching 2D shapes under affine distortions. 210-221

Clustering

• 
  Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
  Approximate pairwise clustering for large data sets via sampling plus extension. 222-235
• 
  Motoki Shiga, Ichigaku Takigawa, Hiroshi Mamitsuka:
  A spectral approach to clustering numerical vectors as nodes in a network. 236-251
• 
  Youngrok Lee, Jeonghwa Lee, Chi-Hyuck Jun:
  Stability-based validation of bicluster solutions. 252-264

Data reduction

• 
  Ata Kabán:
  On the distance concentration awareness of certain data reduction techniques. 265-277

Euclidean norm. density estimation

• 
  M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi:
  On Euclidean norm approximations. 278-283
• 
  Gang Fu, Frank Y. Shih, Haimin Wang:
  A kernel-based parametric method for conditional density estimation. 284-294

Hidden Markov models

• 
  Sotirios Chatzis, Dimitrios I. Kosmopoulos:
  A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures. 295-306

Discriminant analysis, support vector

• 
  Senjian An, Wanquan Liu, Svetha Venkatesh, Hong Yan:
  Unified formulation of linear discriminant analysis methods and optimal parameter selection. 307-319
• 
  Guang-Xin Huang, Huafu Chen, Zhongli Zhou, Feng Yin, Ke Guo:
  Two-class support vector data description. 320-329

Random forests, ROC manifold

• 
  Antanas Verikas, Adas Gelzinis, Marija Bacauskiene:
  Mining data with random forests: A survey and results of new tests. 330-349
• 
  Christine M. Schubert, Steven N. Thorsen, Mark E. Oxley:
  The ROC manifold for classification systems. 350-362

Document, signature

• 
  Reza Farrahi Moghaddam, Mohamed Cheriet:
  Beyond pixels and regions: A non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images. 363-374
• 
  Jesús Francisco Vargas-Bonilla, Miguel Angel Ferrer-Ballester, Carlos Manuel Travieso-González, Jesús B. Alonso:
  Off-line signature verification based on grey level information using texture features. 375-385

Face, fingerprint

• 
  Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
  Realtime training on mobile devices for face recognition applications. 386-400
• 
  Ramachandra Raghavendra, Bernadette Dorizzi, Ashok Rao, G. Hemantha Kumar:
  Particle swarm optimization based fusion of near infrared and visible images for improved face verification. 401-411
• 
  Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis:
  A comparative study of preprocessing mismatch effects in color image based face recognition. 412-430
• 
  Suksan Jirachaweng, Zujun Hou, Wei-Yun Yau, Vutipong Areekul:
  Residual orientation modeling for fingerprint enhancement and singular point detection. 431-442

Motion

• 
  Meng-Fen Ho, Chuan-Yu Tseng, Cheng-Chang Lien, Chung-Lin Huang:
  A multi-view vision-based hand motion capturing system. 443-453
• 
  Luca Zappella, Xavier Lladó, Edoardo Provenzi, Joaquim Salvi:
  Enhanced Local Subspace Affinity for feature-based motion segmentation. 454-470

Plagiarism

• 
  Haijun Zhang, Tommy W. S. Chow:
  A coarse-to-fine framework to efficiently thwart plagiarism. 471-487

Discussion: ellipse detector

• 
  Armando Manuel Fernandes:
  Discussion on paper "A Robust Real-Time Ellipse Detector" by Zhang and Liu. 488-489

Volume 44, Number 3, March 2011

Binarization, texture segmentation

• 
  Marte A. Ramírez-Ortegón, Edgar A. Duéñez-Guzmán, Raúl Rojas, Erik Cuevas:
  Unsupervised measures for parameter selection of binarization algorithms. 491-502
• 
  Shoudong Han, Wenbing Tao, Xianglin Wu:
  Texture segmentation using independent-scale component-wise Riemannian-covariance Gaussian mixture model in KL measure based multi-scale nonlinear structure tensor space. 503-518

Face

• 
  Haifeng Hu:
  Augmented DT-CWT feature based classification using Regularized Neighborhood Projection Discriminant Analysis for face recognition. 519-531
• 
  Bongjin Jun, Taewan Kim, Daijin Kim:
  A compact local binary pattern using maximization of mutual information for face analysis. 532-543
• 
  Xiaoming Peng, Mohammed Bennamoun, Ajmal S. Mian:
  A training-free nose tip detection method from face range images. 544-558

Lip reading, speech

• 
  Jongju Shin, Jin Lee, Daijin Kim:
  Real-time lip reading system for isolated Korean word recognition. 559-571
• 
  Moataz M. H. El Ayadi, Mohamed S. Kamel, Fakhri Karray:
  Survey on speech emotion recognition: Features, classification schemes, and databases. 572-587

3D, graph, convex hull

• 
  Sylvie Philipp-Foliguet, Michel Jordan, Laurent Najman, Jean Cousty:
  Artwork 3D model database indexing and classification. 588-597
• 
  Bing-Kun Bao, Bingbing Ni, Yadong Mu, Shuicheng Yan:
  Efficient region-aware large graph construction towards scalable multi-label propagation. 598-606
• 
  Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro:
  Clipping algorithms for solving the nearest point problem over reduced convex hulls. 607-614

Remote sensing, action search

• 
  Ujjwal Maulik, Debasis Chakraborty:
  A self-trained ensemble with semisupervised SVM: An application to pixel classification of remote sensing imagery. 615-623
• 
  Rongrong Ji, Hongxun Yao, Xiaoshuai Sun:
  Actor-independent action search using spatiotemporal vocabulary with appearance hashing. 624-638

Distance metric, signature

• 
  Yaoliang Yu, Jiayan Jiang, Liming Zhang:
  Distance metric learning by minimal distance maximization. 639-649
• 
  Heiko Claussen, Justinian Rosca, Robert I. Damper:
  Signature extraction using mutual interdependencies. 650-661

Clustering, data condensation

• 
  Rudi Cilibrasi, Paul M. B. Vitányi:
  A Fast Quartet tree heuristic for hierarchical clustering. 662-677
• 
  François Petitjean, Alain Ketterlin, Pierre Gançarski:
  A global averaging method for dynamic time warping, with applications to clustering. 678-693
• 
  Selim Mimaroglu, Ertunc Erdil:
  Combining multiple clusterings using similarity graph. 694-703
• 
  Konstantinos Nikolaidis, John Yannis Goulermas, Q. H. Wu:
  A class boundary preserving algorithm for data condensation. 704-715

Kernel, classification

• 
  Gyeongyong Heo, Paul D. Gader:
  Robust kernel discriminant analysis using fuzzy memberships. 716-723
• 
  Florian Brucker, Fernando Benites, Elena P. Sapozhnikova:
  Multi-label classification and extracting predicted class hierarchies. 724-738

Volume 44, Number 4, April 2011

Images & color

• 
  Panagiotis Sidiropoulos, Stefanos Vrochidis, Ioannis Kompatsiaris:
  Content-based binary image retrieval using the adaptive hierarchical density histogram. 739-750
• 
  Hung-Hsu Tsai, Chi-Chih Liu:
  Wavelet-based image watermarking with visibility range estimation based on HVS and neural networks. 751-763
• 
  Jinzhong Yang, James P. Williams, Yiyong Sun, Rick S. Blum, Chenyang Xu:
  A robust hybrid method for nonrigid image registration. 764-776
• 
  Xiangyang Wang, Ting Wang, Juan Bu:
  Color image segmentation using pixel wise support vector machine classification. 777-787
• 
  Hideki Noda, Michiharu Niimi:
  Local MAP estimation for quality improvement of compressed color images. 788-793

Scene & object tracking

• 
  Kazuhiro Hotta:
  Local autocorrelation of similarities with subspaces for shift invariant scene classification. 794-799
• 
  Nicole M. Artner, Adrian Ion, Walter G. Kropatsch:
  Multi-scale 2D tracking of articulated objects using hierarchical spring systems. 800-810

Edges, features & shape

• 
  Ruichu Cai, Zhenjie Zhang, Zhifeng Hao:
  BASSUM: A Bayesian semi-supervised method for classification feature selection. 811-820
• 
  Sonya A. Coleman, Bryan W. Scotney, Shanmugalingam Suganthan:
  Multi-scale edge detection on range and intensity images. 821-838
• 
  Rashid Minhas, Abdul Adeel Mohammed, Q. M. Jonathan Wu:
  Shape from focus using fast discrete curvelet transform. 839-853

Clustering

• 
  Mihaela Breaban, Henri Luchian:
  A unifying criterion for unsupervised clustering and feature selection. 854-865
• 
  Adil M. Bagirov, Julien Ugon, Dean Webb:
  Fast modified global k-means algorithm for incremental cluster construction. 866-876

Discriminant analysis & classification

• 
  Haihong Zhang, Cuntai Guan, Yuanqing Li:
  A linear discriminant analysis method based on mutual information maximization. 877-885
• 
  José Miguel Hernández-Lobato, Daniel Hernández-Lobato, Alberto Suárez:
  Network-based sparse Bayesian classification. 886-900
• 
  Isaac Triguero, Salvador García, Francisco Herrera:
  Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification. 901-916

Text-line

• 
  Alireza Alaei, Umapada Pal, P. Nagabhushan:
  A new scheme for unconstrained handwritten text-line segmentation. 917-928

Face, palmprint & gait

• 
  Michal Kawulok, Jing Wu, Edwin R. Hancock:
  Supervised relevance maps for increasing the distinctiveness of facial images. 929-939
• 
  David Zhang, Qijun Zhao, Fangmei Chen:
  Quantitative analysis of human facial beauty using geometric features. 940-950
• 
  Claudio A. Perez, Leonardo A. Cament, Luis E. Castillo:
  Methodological improvement on local Gabor face recognition based on feature selection and enhanced Borda count. 951-963
• 
  Wangmeng Zuo, Feng Yue, David Zhang:
  On accurate orientation extraction and appropriate distance measure for low-resolution palmprint recognition. 964-972
• 
  Toby H. W. Lam, King Hong Cheung, James N. K. Liu:
  Gait flow image: A silhouette-based gait representation for human identification. 973-987
• 
  Changhong Chen, Jimin Liang, Xiuchang Zhu:
  Gait recognition based on improved dynamic Bayesian networks. 988-995

Comment

• 
  Huafeng Qin, Lan Qin, Yantao Li:
  A comment on: "Fast and numerically stable methods for the computation of Zernike moments" by Singh et al. [Pattern Recognition, 43(2010), Pages 2497-2506]. 996-997

Volume 44, Number 5, May 2011

Image segmentation

• 
  (Withdrawn) A framework with modified fast FCM for brain MR images segmentation. 999-1013

Clustering

• 
  Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María:
  State-space dynamics distance for clustering sequential data. 1014-1022

Fusion, features, classification

• 
  Tuan D. Pham:
  Fuzzy posterior-probabilistic fusion. 1023-1030
• 
  Yunhao Yuan, Quan-Sen Sun, Qiang Zhou, De-Shen Xia:
  A novel multiset integrated canonical correlation analysis framework and its application in feature fusion. 1031-1040
• 
  Tzu-Tsung Wong, Liang-Hao Chang:
  Individual attribute prior setting methods for naïve Bayesian classifiers. 1041-1047

Scene

• 
  Andrea Bottino, Aldo Laurentini:
  A nearly optimal algorithm for covering the interior of an Art Gallery. 1048-1056

Document

• 
  Horst Bunke, Kaspar Riesen:
  Recent advances in graph-based pattern recognition with applications in document analysis. 1057-1067

Face, hand

• 
  Ajmal S. Mian:
  Online learning from local features for video-based face recognition. 1068-1075
• 
  Ramachandra Raghavendra, Bernadette Dorizzi, Ashok Rao, G. Hemantha Kumar:
  Designing efficient fusion schemes for multimodal biometric systems using face and palmprint. 1076-1088
• 
  Zhiquan Feng, Bo Yang, Yuehui Chen, Yanwei Zheng, Tao Xu, Yi Li, Ting Xu, Deliang Zhu:
  Features extraction from hand images based on new detection operators. 1089-1105

Pedestrian

• 
  P. Assheton, A. Hunter:
  A shape-based voting algorithm for pedestrian detection and tracking. 1106-1120
• 
  Guoyun Lian, Jian-Huang Lai, Wei-Shi Zheng:
  Spatial-temporal consistent labeling of tracked pedestrians across non-overlapping camera views. 1121-1136

Multidimensional scaling

• 
  Jigang Sun, Malcolm K. Crowe, Colin Fyfe:
  Extending metric multidimensional scaling with Bregman divergences. 1137-1154

Volume 44, Number 6, June 2011

Image retrieval, multiple views

• 
  Ke Lu, Jidong Zhao, Yue Wu:
  Hessian optimal design for image retrieval. 1155-1161
• 
  Jianchun Zhang, Daoqiang Zhang:
  A novel ensemble construction method for multi-view data using random cross-view correlation between within-class examples. 1162-1171

Edit distance, learning

• 
  Silvia García-Díez, François Fouss, Masashi Shimbo, Marco Saerens:
  A sum-over-paths extension of edit distances accounting for all sequence alignments. 1172-1182
• 
  Nizar Bouguila:
  Bayesian hybrid generative discriminative learning based on finite Liouville mixture models. 1183-1200

Edge, graph, sketch

• 
  Rafael Medina Carnicer, Rafael Muñoz-Salinas, Enrique Yeguas-Bolivar, L. Díaz-Más:
  A novel method to look for the hysteresis thresholds for the Canny edge detector. 1201-1211
• 
  Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens:
  Semi-supervised classification and betweenness computation on large, sparse, directed graphs. 1212-1224
• 
  Relja Arandjelovic, Tevfik Metin Sezgin:
  Sketch recognition by fusion of temporal and image-based features. 1225-1234

Classification, classifiers

• 
  Chih-Cheng Chang, Li-Jen Chien, Yuh-Jye Lee:
  A novel framework for multi-class classification via ternary smooth support vector machine. 1235-1244
• 
  Shasha Mao, Licheng Jiao, Lin Xiong, Shuiping Gou:
  Greedy optimization classifiers ensemble based on diversity. 1245-1261

Age estimation

• 
  Sung Eun Choi, Youn Joo Lee, Sung Joo Lee, Kang Ryoung Park, Jaihie Kim:
  Age estimation using a hierarchical classifier based on global and local facial features. 1262-1281

Documents

• 
  Partha Pratim Roy, Umapada Pal, Josep Lladós:
  Document seal detection using GHT and character proximity graphs. 1282-1295

Object, motion

• 
  Xinyue Zhao, Yutaka Satoh, Hidenori Takauji, Shun'ichi Kaneko, Kenji Iwata, Ryushi Ozaki:
  Object detection based on a robust and accurate statistical multi-point-pair model. 1296-1311
• 
  Sangwoon Yun, Hyenkyun Woo:
  Linearized proximal alternating minimization algorithm for motion deblurring by nonlocal regularization. 1312-1326

Heart disease

• 
  Kemal Polat, Salih Günes, Sülayman Tosun:
  Corrigendum to "Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing" [Pattern Recognition 39(11) (2006) 2186-2193]. 1327

Multispectral decomposition

• 
  Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak:
  Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. 1328-1342

Volume 44, Number 7, July 2011

Feature extraction, PCA, clustering

• 
  Xin Jin, Shalabh Gupta, Kushal Mukherjee, Asok Ray:
  Wavelet-based feature extraction using probabilistic finite state automata for pattern classification. 1343-1356
• 
  Elnaz Barshan, Ali Ghodsi, Zohreh Azimifar, Mansoor Zolghadri Jahromi:
  Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds. 1357-1371
• 
  Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail:
  Automatically finding clusters in normalized cuts. 1372-1386

Classifiers, ensembles, SVM

• 
  Jian Yang, Lei Zhang, Jing-Yu Yang, David Zhang:
  From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis. 1387-1402
• 
  Xin Fu, Qiang Shen:
  Fuzzy complex numbers and their application for classifiers performance evaluation. 1403-1417
• 
  Lalit Gupta, Srinivas Kota, Phani Yarlagadda, Dennis Molfese:
  Central-tendency estimation and nearest-estimate classification of event related potentials. 1418-1425
• 
  Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez:
  Inference on the prediction of ensembles of infinite size. 1426-1434
• 
  Sedat Ozer, Chi Hau Chen, Hakan A. Çirpan:
  A set of new Chebyshev kernel functions for support vector machine pattern classification. 1435-1447
• 
  Li Zhang, Weida Zhou:
  Density-induced margin support vector machines. 1448-1460

Documents

• 
  Seon Joo Kim, Fanbo Deng, Michael S. Brown:
  Visual enhancement of old documents with hyperspectral imaging. 1461-1469

Face

• 
  Sung Joo Lee, Kang Ryoung Park, Jaihie Kim:
  A SfM-based 3D face reconstruction method robust to self-occlusion by using a shape conversion matrix. 1470-1486
• 
  Minsik Lee, Chong-Ho Choi:
  Fast facial shape recovery from a single image with general, unknown lighting by using tensor representation. 1487-1496
• 
  Shuai Liu, Qiuqi Ruan:
  Orthogonal Tensor Neighborhood Preserving Embedding for facial expression recognition. 1497-1513

Curvilinear structures, visual mapping

• 
  Cédric Lemaitre, Michal Perdoch, Adel Rahmoune, Jiri Matas, Johel Mitéran:
  Detection and matching of curvilinear structures. 1514-1527
• 
  Eduardo Montijano, Carlos Sagüés:
  Distributed multi-camera visual mapping using topological maps of planar regions. 1528-1539

Learning, error-correcting

• 
  Haiping Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos:
  A survey of multilinear subspace learning for tensor data. 1540-1551
• 
  Jin Deng Zhou, Xiao Dan Wang, Heng Song:
  Research on the unbiased probability estimation of error-correcting output coding. 1552-1565

Volume 44, Number 8, August 2011

Face, retina

• 
  Wen-Sheng Chu, Ju-Chin Chen, Jenn-Jier James Lien:
  Kernel discriminant transformation for image set-based face recognition. 1567-1580
• 
  Ahmed Maalej, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti:
  Shape analysis of local facial patches for 3D facial expression recognition. 1581-1589
• 
  Itebeddine Ghorbel, Florence Rossant, Isabelle Bloch, Sarah Tick, Michel Pâques:
  Automated segmentation of macular layers in OCT images and quantitative evaluation of performances. 1590-1603

Fingerprint, gesture

• 
  Feng Liu, Qijun Zhao, David Zhang:
  A novel hierarchical fingerprint matching approach. 1604-1613
• 
  Hong Li, Michael A. Greenspan:
  Model-based segmentation and recognition of dynamic gestures in continuous video streams. 1614-1628

Features

• 
  Shaodi You, Huimin Ma:
  Manifold topological multi-resolution analysis method. 1629-1648
• 
  Wankou Yang, Changyin Sun, Lei Zhang:
  A multi-manifold discriminant analysis method for image feature extraction. 1649-1657
• 
  Yuhua Qian, Jiye Liang, Witold Pedrycz, Chuangyin Dang:
  An efficient accelerator for attribute reduction from incomplete data in rough set framework. 1658-1670

Text, texture

• 
  Palaiahnakote Shivakumara, Anjan Dutta, Trung Quy Phan, Chew Lim Tan, Umapada Pal:
  A novel mutual nearest neighbor based symmetry for text frame classification in video. 1671-1683
• 
  André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno:
  Texture analysis using graphs generated by deterministic partially self-avoiding walks. 1684-1689
• 
  Renaud Lopes, P. Dubois, Imen Bhouri, Mohamed Hedi Bedoui, Salah Maouche, Nacim Betrouni:
  Local fractal and multifractal features for volumic texture characterization. 1690-1697

Denoising, restoration

• 
  Kyu-Hwan Jung, Namhyoung Kim, Jaewook Lee:
  Dynamic pattern denoising method using multi-basin system with kernels. 1698-1707
• 
  Yu Xiao, Tieyong Zeng, Jian Yu, Michael K. Ng:
  Restoration of images corrupted by mixed Gaussian-impulse noise via l₁-l₀ minimization. 1708-1720

Clustering

• 
  Junlin Li, Hongguang Fu:
  Molecular dynamics-like data clustering approach. 1721-1737
• 
  Jie Zhou, Witold Pedrycz, Duoqian Miao:
  Shadowed sets in the characterization of rough-fuzzy clustering. 1738-1749
• 
  Du-Ming Tsai, Chung-Chan Lin:
  Fuzzy C-means based clustering for linearly and nonlinearly separable data. 1750-1760

Classification, Classifiers

• 
  Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera:
  An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes. 1761-1776
• 
  Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang:
  Sparse regularization for semi-supervised classification. 1777-1784

Dialogs, learning, visual search

• 
  Marco Cristani, Anna Pesarin, Carlo Drioli, Alessandro Tavano, Alessandro Perina, Vittorio Murino:
  Generative modeling and classification of dialogs by a low-level turn-taking feature. 1785-1800
• 
  Paolo Soda:
  A multi-objective optimisation approach for class imbalance learning. 1801-1810
• 
  Lu Zhang, Tao Mei, Yuan Liu, Dacheng Tao, He-Qin Zhou:
  Visual search reranking via adaptive particle swarm optimization. 1811-1820

Over-sampling, nonlinear systems

• 
  Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez:
  A dynamic over-sampling procedure based on sensitivity for multi-class problems. 1821-1833
• 
  Hui Yang, Satish T. S. Bukkapatnam, Leandro G. Barajas:
  Local recurrence based performance prediction and prognostics in the nonlinear and nonstationary systems. 1834-1840

Volume 44, Number 9, September 2011

Introduction to CAIP

• 
  Nicolai Petkov, Xiaoyi Jiang:
  CAIP - Computer Analysis of Images and Patterns. 1841

Image Processing, color

• 
  Debora Gil, Aura Hernández-Sabaté, Mireia Burnat, Steven Jansen, Jordi Martínez-Vilalta:
  Structure-preserving smoothing of biomedical images. 1842-1851
• 
  Shaojie Zhuo, Terence Sim:
  Defocus map estimation from a single image. 1852-1858
• 
  Markus Mainberger, Andrés Bruhn, Joachim Weickert, Søren Forchhammer:
  Edge-based compression of cartoon-like images with homogeneous diffusion. 1859-1873
• 
  Katja Doerschner, Daniel J. Kersten, Paul R. Schrater:
  Rapid classification of specular and diffuse reflection from image velocities. 1874-1884
• 
  Laura Astola, Andrea Fuster, Luc Florack:
  A Riemannian scalar measure for diffusion tensor images. 1885-1891
• 
  Kerstin Bunte, Michael Biehl, Marcel F. Jonkman, Nicolai Petkov:
  Learning effective color features for content based image retrieval in dermatology. 1892-1902

Memmograph, MRI, finger-knuckle

• 
  Ying Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Bin Wang:
  Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions. 1903-1915
• 
  Benoît Caldairou, Nicolas Passat, Piotr A. Habas, Colin Studholme, François Rousseau:
  A non-local fuzzy segmentation method: Application to brain MRI. 1916-1927

Graphs, 3D

• 
  Horst Bunke, Kaspar Riesen:
  Improving vector space embedding of graphs through feature selection algorithms. 1928-1940
• 
  Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock:
  A polynomial characterization of hypergraphs using the Ihara zeta function. 1941-1957
• 
  Aljoscha Smolic:
  3D video and free viewpoint video - From capture to display. 1958-1968
• 
  Nicole M. Artner, Adrian Ion, Walter G. Kropatsch:
  Reprint of: Multi-scale 2D tracking of articulated objects using hierarchical spring systems. 1969-1979

Face, finger-knuckle

• 
  B. J. Boom, Luuk J. Spreeuwers, Raymond N. J. Veldhuis:
  Virtual illumination grid for correction of uncontrolled illumination in facial images. 1980-1989
• 
  Lin Zhang, Lei Zhang, David Zhang, Hailong Zhu:
  Ensemble of local and global information for finger-knuckle-print recognition. 1990-1998

Contours

• 
  Giuseppe Papari, Nicolai Petkov:
  An improved model for surround suppression by steerable filters and multilevel inhibition with application to contour detection. 1999-2007
• 
  Xiaoyi Jiang, Andree Große, Kai Rothaus:
  Interactive segmentation of non-star-shaped contours by dynamic programming. 2008-2016

Localization, artifact removal

• 
  Karin Engel, Klaus D. Tönnies, André Brechmann:
  Part-based localisation and segmentation of landmark-related auditory cortical regions. 2017-2033
• 
  Tobi Vaudrey, Sandino Morales, Andreas Wedel, Reinhard Klette:
  Generalised residual images' effect on illumination artifact removal for correspondence algorithms. 2034-2046

Moment invariants, optic

• 
  Tomás Suk, Jan Flusser:
  Affine moment invariants generated by graph method. 2047-2056
• 
  Pieter van Dorst, Bart J. Janssen, Luc Florack, Bart M. ter Haar Romeny:
  Optic flow based on multi-scale anchor point movement and discontinuity-preserving regularization. 2057-2062

REGULAR PAPERS

• 
  Sylvie Chambon, Alain Crouzil:
  Similarity measures for image matching despite occlusions in stereo vision. 2063-2075
• 
  Thomas Andrew Lampert, Simon O'Keefe:
  A detailed investigation into low-level feature detection in spectrogram images. 2076-2092
• 
  Jun Liu, Xue-Cheng Tai, Haiyang Huang, Zhongdan Huan:
  A fast segmentation method based on constraint optimization and its applications: Intensity inhomogeneity and texture segmentation. 2093-2108
• 
  Samuel Rota Bulò, Massimo Rabbi, Marcello Pelillo:
  Content-based image retrieval with relevance feedback using random walks. 2109-2122
• 
  Guang-Hai Liu, Zuoyong Li, Lei Zhang, Yong Xu:
  Image retrieval based on micro-structure descriptor. 2123-2133
• 
  Cem Direkoglu, Mark S. Nixon:
  Shape classification via image-based multiscale description. 2134-2146
• 
  Paul L. Rosin, Jovisa D. Zunic:
  Orientation and anisotropy of multi-component shapes from boundary information. 2147-2160
• 
  Jovisa D. Zunic, Mehmet Ali Aktas, Carlos Martinez-Ortiz, Antony Galton:
  The distance between shape centroids is less than a quarter of the shape perimeter. 2161-2169
• 
  Zhenjun Han, Jianbin Jiao, Baochang Zhang, Qixiang Ye, Jianzhuang Liu:
  Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR). 2170-2183
• 
  Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
  A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images. 2184-2196
• 
  Masud Moshtaghi, Sutharshan Rajasegarar, Christopher Leckie, Shanika Karunasekera:
  An efficient hyperellipsoidal clustering algorithm for resource-constrained environments. 2197-2209
• 
  Rui He, Zhenyue Zhang:
  Locally affine patch mapping and global refinement for image super-resolution. 2210-2219
• 
  Mathias M. Adankon, Mohamed Cheriet:
  Help-Training for semi-supervised support vector machines. 2220-2230
• 
  Young-Seon Jeong, Myong Kee Jeong, Olufemi A. Omitaomu:
  Weighted dynamic time warping for time series classification. 2231-2240

Volume 44, Numbers 10-11, October - November 2011

• 
  Ann Gabriel:
  Blaire Mossman (1950-2011). 2241

Special Issue papers

• 
  Jian Cheng, Jinjun Wang, Shuqiang Jiang, Zhi-Hua Zhou, Edwin R. Hancock:
  Special edition on semi-supervised learning for visual content analysis and understanding. 2242-2243
• 
  Philippe Henri Gosselin, Frédéric Precioso, Sylvie Philipp-Foliguet:
  Incremental kernel learning for active image retrieval without global dictionaries. 2244-2254
• 
  Qingshan Liu, Yuchi Huang, Dimitris N. Metaxas:
  Hypergraph with sampling for image retrieval. 2255-2262
• 
  Wengang Zhou, Qi Tian, Yijuan Lu, Linjun Yang, Houqiang Li:
  Latent visual context learning for web image applications. 2263-2273
• 
  Jingdong Wang, Yinghai Zhao, Xiuqing Wu, Xian-Sheng Hua:
  A transductive multi-label learning approach for video concept detection. 2274-2286
• 
  Yan Liu, Shusen Zhou, Qingcai Chen:
  Discriminative deep belief networks for visual data classification. 2287-2296
• 
  Ben Tan, Junping Zhang, Liang Wang:
  Semi-supervised Elastic net for pedestrian counting. 2297-2304
• 
  I. Sathish Reddy, Shirish K. Shevade, M. Narasimha Murty:
  A fast quasi-Newton method for semi-supervised SVM. 2305-2313
• 
  Xinge You, Qinmu Peng, Yuan Yuan, Yiu-ming Cheung, Jiajia Lei:
  Segmentation of retinal blood vessels using the radial projection and semi-supervised approach. 2314-2324
• 
  Minyoung Kim:
  Discriminative semi-supervised learning of dynamical systems for motion estimation. 2325-2333
• 
  Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
  Boosted multi-class semi-supervised learning for human action recognition. 2334-2342
• 
  David Gorisse, Matthieu Cord, Frédéric Precioso:
  SALSAS: Sub-linear active learning strategy with approximate k-NN search. 2343-2357
• 
  Xinbo Gao, Xiumei Wang, Xuelong Li, Dacheng Tao:
  Transfer latent variable model based on divergence analysis. 2358-2366

Regular Papers

• 
  Jingyan Wang, Yongping Li, Xiang Bai, Ying Zhang, Chao Wang, Ning Tang:
  Learning context-sensitive similarity by shortest path propagation. 2367-2374
• 
  Zheng Wang, Shuicheng Yan, Changshui Zhang:
  Active learning with adaptive regularization. 2375-2383
• 
  Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia:
  Improved learning of I2C distance and accelerating the neighborhood search for image classification. 2384-2394
• 
  Zhe Wang, Songcan Chen, Daqi Gao:
  A novel multi-view learning developed from single-view patterns. 2395-2413
• 
  Carlo Gatta, Eloi Puertas, Oriol Pujol:
  Multi-scale stacked sequential learning. 2414-2426

Medical images, biometrics

• 
  Xiaoqiang Lu, Yi Sun, Yuan Yuan:
  Optimization for limited angle tomography in medical image processing. 2427-2435
• 
  Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski:
  Hierarchical annotation of medical images. 2436-2449
• 
  Ronald W. K. So, Tommy W. H. Tang, Albert C. S. Chung:
  Non-rigid image registration of brain magnetic resonance images using graph-cuts. 2450-2467
• 
  Gonzalo Bailador, Carmen Sanchez-Avila, Javier Guerra Casanova, Alberto de Santos Sierra:
  Analysis of pattern recognition techniques for in-air signature biometrics. 2468-2478

Colour, texture

• 
  Dana Elena Ilea, Paul F. Whelan:
  Image segmentation based on the integration of colour-texture descriptors - A review. 2479-2501
• 
  Xueming Qian, Xian-Sheng Hua, Ping Chen, Liangjun Ke:
  PLBP: An effective local binary patterns texture descriptor with pyramid representation. 2502-2515

Image processing, segmentation

• 
  Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan:
  Image representation using Laplacian regularized nonnegative tensor factorization. 2516-2526
• 
  Bo Peng, Lei Zhang, David Zhang, Jian Yang:
  Image segmentation by iterated region merging with localized graph cuts. 2527-2538
• 
  Nicolas Passat, Benoît Naegel, François Rousseau, Mériam Koob, Jean-Louis Dietemann:
  Interactive segmentation based on component-trees. 2539-2554

Fingerprint, face

• 
  Tohari Ahmad, Jiankun Hu, Song Wang:
  Pair-polar coordinate-based cancelable fingerprint templates. 2555-2564
• 
  Cong Geng, Xudong Jiang:
  Face recognition based on the multi-scale local image structures. 2565-2575
• 
  Amirhosein Nabatchian, Esam Abdel-Raheem, Majid Ahmadi:
  Illumination invariant feature extraction and mutual-information-based local matching for face recognition under illumination variation and occlusion. 2576-2587
• 
  Abdul Adeel Mohammed, Rashid Minhas, Q. M. Jonathan Wu, Maher A. Sid-Ahmed:
  Human face recognition based on multidimensional PCA and extreme learning machine. 2588-2597
• 
  Akshay Asthana, Simon Lucey, Roland Goecke:
  Regression based automatic face annotation for deformable model building. 2598-2613

Kernels, classifiers

• 
  Florian Yger, Alain Rakotomamonjy:
  Wavelet kernel learning. 2614-2629
• 
  Matej Kristan, Ales Leonardis, Danijel Skocaj:
  Multivariate online kernel density estimation with Gaussian kernels. 2630-2642
• 
  Xiaobo Chen, Jian Yang, Qiaolin Ye, Jun Liang:
  Recursive projection twin support vector machine via within-class variance minimization. 2643-2655
• 
  Tomasz Woloszynski, Marek Kurzynski:
  A probabilistic model of classifier competence for dynamic ensemble selection. 2656-2668
• 
  Maria Teresa Ricamato, Francesco Tortorella:
  Partial AUC maximization in a linear combination of dichotomizers. 2669-2677
• 
  Xinjun Peng:
  TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. 2678-2692

Curve, surface

• 
  Tristan Roussillon, Isabelle Sivignon:
  Faithful polygonal representation of the convex and concave parts of a digital curve. 2693-2700
• 
  Minglun Gong, Yilei Zhang, Yee-Hong Yang:
  Near-real-time stereo matching with slanted surface modeling and sub-pixel accuracy. 2701-2710

Tracking, pose, speech

• 
  Yasir Salih, Aamir Saeed Malik:
  Comparison of stochastic filtering methods for 3D tracking. 2711-2737
• 
  Cristian Sminchisescu, Max Welling:
  Generalized darting Monte Carlo. 2738-2748
• 
  Pawan K. Ajmera, Dattatray V. Jadhav, Raghunath S. Holambe:
  Text-independent speaker identification using Radon and discrete cosine transforms based features from speech spectrogram. 2749-2759

Dimensional reduction

• 
  Chein-I Chang, Haleh Safavi:
  Progressive dimensionality reduction by transform for hyperspectral imagery. 2760-2773

Data analysis, clustering

• 
  Zhizheng Liang, Shixiong Xia, Yong Zhou, Youfu Li:
  Blockwise projection matrix versus blockwise data on undersampled problems: Analysis, comparison and applications. 2774-2785
• 
  Swee Chuan Tan, Kai Ming Ting, Shyh Wei Teng:
  A general stochastic clustering method for automatic cluster discovery. 2786-2799
• 
  Binbin Pan, Jian-Huang Lai, Wen-Sheng Chen:
  Nonlinear nonnegative matrix factorization based on Mercer kernel construction. 2800-2810

Volume 44, Number 12, December 2011

Image segmentation

• 
  Yinhui Zhang, Zifen He, Yunsheng Zhang, Xing Wu:
  Global optimization of wavelet-domain hidden Markov tree for image segmentation. 2811-2818
• 
  Liman Liu, Wenbing Tao:
  Image segmentation by iterative optimization of multiphase multiple piecewise constant model and Four-Color relabeling. 2819-2833

Feature, clustering

• 
  Hui Yan, Xiaotong Yuan, Shuicheng Yan, Jingyu Yang:
  Correntropy based feature selection using binary projection. 2834-2842
• 
  Liang Bai, Jiye Liang, Chuangyin Dang, Fuyuan Cao:
  A novel attribute weighting algorithm for clustering high-dimensional categorical data. 2843-2861
• 
  Bidyut Kr. Patra, Sukumar Nandi, P. Viswanath:
  A distance based clustering method for arbitrary shaped clusters in large datasets. 2862-2870

Face, Motion

• 
  Jing Wu, William A. P. Smith, Edwin R. Hancock:
  Gender discriminating models from facial surface normals. 2871-2886
• 
  Oscar Déniz, Gloria Bueno García, Enrique Bermejo Nievas, Rahul Sukthankar:
  Fast and accurate global motion compensation. 2887-2901
• 
  Zhuo Chen, Lu Wang, Nelson H. C. Yung:
  Adaptive human motion analysis and prediction. 2902-2914

3D tracking, shapes

• 
  Chenhao Wang, Shuhan Shen, Yuncai Liu:
  A fast approach to deformable surface 3D tracking. 2915-2925
• 
  Wen-long Li, Zhou-Ping Yin, Yongan Huang, You-Lun Xiong:
  Automatic registration for 3D shapes using hybrid dimensionality-reduction shape descriptions. 2926-2943
• 
  Kalin Kolev, Norbert Kirchgeßner, Sebastian Houben, Agnes Csiszár, Wolfgang Rubner, Christoph Palm, Björn Eiben, Rudolf Merkel, Daniel Cremers:
  A variational approach to vesicle membrane reconstruction from fluorescence imaging. 2944-2958

Meat

• 
  Walid B. Hussein, A. A. Moaty, Mohamed A. Hussein, Thomas Becker:
  A novel edge detection method with application to the fat content prediction in marbled meat. 2959-2970

Learning

• 
  André Tavares da Silva, Alexandre X. Falcão, Léo Pini Magalhães:
  Active learning paradigms for CBIR systems based on optimum-path forest classification. 2971-2978