Pattern Recognition, Volume 45

Volume 45, Number 1, January 2012

Human motion, head pose

• 
  Loren Arthur Schwarz, Diana Mateus, Nassir Navab:
  Recognizing multiple human activities and tracking full-body pose in unconstrained environments. 11-23
• 
  Yi Ting Liao, Chung-Lin Huang, Shih-Chung Hsu:
  Slip and fall event detection using Bayesian Belief Network. 24-32
• 
  Sabri Gurbuz, Erhan Öztop, Naomi Inoue:
  Model free head pose estimation using stereovision. 33-42

Face

• 
  Boris A. Efraty, Emil Bilgazyev, Shishir K. Shah, Ioannis A. Kakadiaris:
  Profile-based 3D-aided face recognition. 43-53
• 
  Qiaolin Ye, Chunxia Zhao, Haofeng Zhang, Xiaobo Chen:
  Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition. 54-65
• 
  Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama:
  A novel SVM+NDA model for classification with an application to face recognition. 66-79
• 
  Wenfei Gu, Cheng Xiang, Y. V. Venkatesh, Dong Huang, Hai Lin:
  Facial expression recognition using radial encoding of local Gabor features and classifier synthesis. 80-91
• 
  Ognjen Arandjelovic:
  Computationally efficient application of the generic shape-illumination invariant to face recognition from video. 92-103
• 
  Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
  Robust regression for face recognition. 104-118

Biometrics, iris, fingerprint, writer

• 
  Lorène Allano, Bernadette Dorizzi, Sonia Garcia-Salicetti:
  A new protocol for multi-biometric systems' evaluation maintaining the dependencies between biometric scores. 119-127
• 
  Enric Sesa-Nogueras, Marcos Faúndez-Zanuy:
  Biometric recognition using online uppercase handwritten text. 128-144
• 
  Deborah M. Rankin, Bryan W. Scotney, Philip J. Morrow, Barbara K. Pierscionek:
  Iris recognition failure over time: The effects of texture. 145-150
• 
  Kai Cao, Xin Yang, Xinjian Chen, Yali Zang, Jimin Liang, Jie Tian:
  A novel ant colony optimization algorithm for large-distorted fingerprint matching. 151-161
• 
  Axel Brink, J. Smit, Marius Bulacu, Lambert R. B. Schomaker:
  Writer identification using directional ink-trace width measurements. 162-171

3D surface, projection, depth

• 
  Toby P. Breckon, Robert B. Fisher:
  A hierarchical extension to 3D non-parametric surface relief completion. 172-185
• 
  Wai Keung Wong, Haitao Zhao:
  Supervised optimal locality preserving projection. 186-197
• 
  Alex Noel Joseph Raj, Richard C. Staunton:
  Rational filter design for depth from defocus. 198-207

Objects, circles, features

• 
  Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin:
  Adaptive ROC-based ensembles of HMMs applied to anomaly detection. 208-230
• 
  Liang Lin, Ping Luo, Xiaowu Chen, Kun Zeng:
  Representing and recognizing objects with massive local image patches. 231-240
• 
  Kirt D. Lillywhite, Beau J. Tippetts, Dah-Jye Lee:
  Self-tuned Evolution-COnstructed features for general object recognition. 241-251
• 
  Kuo-Liang Chung, Yong-Huai Huang, Shi-Ming Shen, Andrey S. Krylov, Dmitry V. Yurin, Ekaterina V. Semeikina:
  Efficient sampling strategy and refinement strategy for randomized circle detection. 252-263
• 
  Bálint Antal, András Hajdu:
  Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods. 264-270
• 
  Thai V. Hoang, Salvatore Tabbone:
  Invariant pattern recognition using the RFM descriptor. 271-284
• 
  Marian Mrozek, Marcin Zelawski, A. Gryglewski, S. Han, A. Krajniak:
  Homological methods for extraction and analysis of linear features in multidimensional images. 285-298

Images, scenes, remote sensing, infrared

• 
  Manish Narwaria, Weisi Lin, A. Enis Çetin:
  Scalable image quality assessment with 2D mel-cepstrum and machine learning approach. 299-313
• 
  Bin Xiao, Jian-Feng Ma, Jiangtao Cui:
  Combined blur, translation, scale and rotation invariant image recognition by Radon and pseudo-Fourier-Mellin transforms. 314-321
• 
  Hsiu-Hsia Lin, San-Ging Shu, Yueh-Huang Lin, Shyr-Shen Yu:
  Bone age cluster assessment and feature clustering analysis based on phalangeal image rough segmentation. 322-332
• 
  Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert:
  Semantic hierarchies for image annotation: A survey. 333-345
• 
  Dengsheng Zhang, Md. Monirul Islam, Guojun Lu:
  A review on automatic image annotation techniques. 346-362
• 
  Yu Han, Weiwei Wang, Xiang-Chu Feng:
  A new fast multiphase image segmentation algorithm based on nonconvex regularizer. 363-372
• 
  Xianglin Meng, Zhengzhi Wang, Lizhen Wu:
  Building global image features for scene recognition. 373-380
• 
  Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson:
  A spatial-spectral kernel-based approach for the classification of remote-sensing images. 381-392
• 
  Sungho Kim, Joo-Hyoung Lee:
  Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track. 393-406

Clustering, PCA, prototype

• 
  Kuo-Lung Wu:
  Analysis of parameter selections for fuzzy c-means. 407-415
• 
  Gil David, Amir Averbuch:
  SpectralCAT: Categorical spectral clustering of numerical and nominal data. 416-433
• 
  Xiaojun Chen, Yunming Ye, Xiaofei Xu, Joshua Zhexue Huang:
  A feature group weighting method for subspace clustering of high-dimensional data. 434-446
• 
  Francisco de A. T. de Carvalho, Yves Lechevallier, Filipe M. de Melo:
  Partitioning hard clustering algorithms based on multiple dissimilarity matrices. 447-464
• 
  Zhihao Zhang, Jie Zhou:
  Multi-task clustering via domain adaptation. 465-473
• 
  Fanhua Shang, Licheng Jiao, Jiarong Shi, Fei Wang, Maoguo Gong:
  Fast affinity propagation clustering: A multilevel approach. 474-486
• 
  Deyu Meng, Qian Zhao, Zongben Xu:
  Improve robustness of sparse PCA by L₁-norm maximization. 487-497
• 
  Sang-Woon Kim, B. John Oommen:
  On using prototype reduction schemes to optimize locally linear reconstruction methods. 498-511

Classification, neural network

• 
  João P. Papa, Alexandre X. Falcão, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares:
  Efficient supervised optimum-path forest classification for large datasets. 512-520
• 
  Jose G. Moreno-Torres, Troy Raeder, Rocío Alaíz-Rodríguez, Nitesh V. Chawla, Francisco Herrera:
  A unifying view on dataset shift in classification. 521-530
• 
  Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
  An ensemble of filters and classifiers for microarray data classification. 531-539
• 
  Fei Teng, Yixin Chen, Xin Dang:
  Multiclass classification with potential function rules: Margin distribution and generalization. 540-551
• 
  Hoel Le Capitaine, Carl Frélicot:
  A family of measures for best top-n class-selective decision rules. 552-562
• 
  Julian J. McAuley, Tibério S. Caetano:
  Fast matching of large point sets under occlusions. 563-569
• 
  Sotirios P. Chatzis, Yiannis Demiris:
  The copula echo state network. 570-577

Navigation, documents

• 
  Alberto Martín, Antonio Adán:
  3D real-time positioning for autonomous navigation using a nine-point landmark. 578-595
• 
  Francesca Martinelli, Emanuele Salerno, Ivan Gerace, Anna Tonazzini:
  Nonlinear model and constrained ML for removing back-to-front interferences from recto-verso documents. 596-605

Discovery, topic modeling, gradient vector

• 
  Okko Johannes Räsänen, Unto K. Laine:
  A method for noise-robust context-aware pattern discovery and recognition from categorical sequences. 606-616
• 
  Hao Wu, Jiajun Bu, Chun Chen, Jianke Zhu, Lijun Zhang, Haifeng Liu, Can Wang, Deng Cai:
  Locally discriminative topic modeling. 617-625
• 
  Djamal Boukerroui:
  Efficient numerical schemes for gradient vector flow. 626-636

Gene expression, tensor factorization

• 
  Ioannis A. Maraziotis:
  A semi-supervised fuzzy clustering algorithm applied to gene expression data. 637-648
• 
  Ji Liu, Jun Liu, Peter Wonka, Jieping Ye:
  Sparse non-negative tensor factorization using columnwise coordinate descent. 649-656

Volume 45, Number 2, February 2012

Images, texture, spatial relation

• 
  Aryaz Baradarani, Q. M. Jonathan Wu, Majid Ahmadi, Pankajkumar Mendapara:
  Tunable halfband-pair wavelet filter banks and application to multifocus image fusion. 657-671
• 
  Huaizhong Zhang, Philip J. Morrow, Sally I. McClean, Kurt Saetzler:
  Coupling edge and region-based information for boundary finding in biomedical imagery. 672-684
• 
  Camille Kurtz, Nicolas Passat, Pierre Gançarski, Anne Puissant:
  Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology. 685-706
• 
  Tetsu Matsukawa, Takio Kurita:
  Image representation for generic object recognition using higher-order local autocorrelation features on posterior probability images. 707-719
• 
  Michalis A. Savelonas, Eleftheria A. Mylona, Dimitris Maroulis:
  Unsupervised 2D gel electrophoresis image segmentation based on active contours. 720-731
• 
  Jarbas J. de M. Sá Junior, André Ricardo Backes:
  A simplified gravitational model to analyze texture roughness. 732-741
• 
  Wei-Chen Li, Du-Ming Tsai:
  Wavelet-based defect detection in solar wafer images with inhomogeneous texture. 742-756
• 
  Celina Maki Takemura, Roberto Marcondes Cesar Jr., Isabelle Bloch:
  Modeling and measuring the spatial relation "along": Regions, contours and fuzzy sets. 757-766

Facial expressions

• 
  Arman Savran, Bülent Sankur, M. Taha Bilge:
  Comparative evaluation of 3D vs. 2D modality for automatic detection of facial action units. 767-782
• 
  Prasertsak Tiawongsombat, Mun-Ho Jeong, Joo-Seop Yun, Bum-Jae You, Sang-Rok Oh:
  Robust visual speakingness detection using bi-level HMM. 783-793

Features

• 
  Bin Fan, Fuchao Wu, Zhanyi Hu:
  Robust line matching through line-point invariants. 794-805
• 
  Peng-Lang Shui, Wei-Chuan Zhang:
  Noise-robust edge detector combining isotropic and anisotropic Gaussian kernels. 806-820
• 
  Mohammad Shahin Mahanta, Amirhossein S. Aghaei, Konstantinos N. Plataniotis, Subbarayan Pasupathy:
  Heteroscedastic linear feature extraction based on sufficiency conditions. 821-830

Clustering, distance metric

• 
  Seyed Salim Tabatabaei, Mark Coates, Michael G. Rabbat:
  GANC: Greedy agglomerative normalized cut for graph clustering. 831-843
• 
  Chin-Chun Chang:
  A boosting approach for supervised Mahalanobis distance metric learning. 844-862

Classification, discriminant analysis

• 
  Paolo Simeone, Claudio Marrocco, Francesco Tortorella:
  Design of reject rules for ECOC classification systems. 863-875
• 
  José Ramón Quevedo, Oscar Luaces, Antonio Bahamonde:
  Multilabel classifiers with a probabilistic thresholding strategy. 876-883
• 
  Edwin Lughofer:
  Hybrid active learning for reducing the annotation effort of operators in classification systems. 884-896
• 
  Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban:
  Supervised learning of Gaussian mixture models for visual vocabulary generation. 897-907
• 
  Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
  Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model. 908-917

Volume 45, Number 3, March 2012

Biometrics, DNA

• 
  Yaohui Ding, Arun Ross:
  A comparison of imputation methods for handling missing scores in biometric fusion. 919-933
• 
  Phen-Lan Lin, Yan-Hao Lai, Po-Whei Huang:
  Dental biometrics: Human identification based on teeth and dental works in bitewing radiographs. 934-946
• 
  Weifeng Zhang, Hong Yan:
  Exon prediction using empirical mode decomposition and Fourier transform of structural profiles of DNA sequences. 947-955

Ear, face, pedestrian

• 
  Ajay Kumar, Chenye Wu:
  Automated human identification using ear imaging. 956-968
• 
  Farshid Hajati, Abolghasem A. Raie, Yongsheng Gao:
  2.5D face recognition using Patch Geodesic Moments. 969-982
• 
  Narges Armanfard, Majid Komeili, Ehsanollah Kabir:
  TED: A texture-edge descriptor for pedestrian detection in video sequences. 983-992

Signatures

• 
  Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mahmoud I. Khalil, M. N. Moustafa, Hazem M. Abbas, Daigo Muramatsu, Berrin A. Yanikoglu, Alisher Kholmatov, Marcos Martinez-Diaz, Julian Fiérrez, Javier Ortega-Garcia, Josep Roure Alcobé, Joan Fabregas, Marcos Faúndez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual:
  BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures. 993-1003
• 
  Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi:
  On measuring forgery quality in online signatures. 1004-1018

Learning, action, visual tracking

• 
  Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski:
  Two stage architecture for multi-label learning. 1019-1034
• 
  Motoki Shiga, Hiroshi Mamitsuka:
  Efficient semi-supervised learning on locally informative multiple graphs. 1035-1049
• 
  Minyoung Kim:
  Correlation-based incremental visual tracking. 1050-1060

Clustering, classification

• 
  Renato Cordeiro de Amorim, Boris G. Mirkin:
  Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering. 1061-1075
• 
  Ahlame Douzal Chouakria, Cécile Amblard:
  Classification trees for time series. 1076-1091
• 
  Shehzad Khalid, Shahid Razzaq:
  Frameworks for multivariate m-mediods based modeling and classification in Euclidean and general feature spaces. 1092-1103
• 
  Jian Yang, Lei Zhang, Yong Xu, Jing-Yu Yang:
  Beyond sparsity: The role of L₁-optimizer in pattern classification. 1104-1118
• 
  Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You:
  Semi-supervised classification based on random subspace dimensionality reduction. 1119-1135
• 
  Jinghua Wang, Jane You, Qin Li, Yong Xu:
  Extract minimum positive and maximum negative features for imbalanced binary classification. 1136-1145
• 
  Zhaojie Ju, Honghai Liu:
  Fuzzy Gaussian Mixture Models. 1146-1158

Images, neural disparity

• 
  Alexandre Noma, Ana Beatriz Vicentim Graciano, Roberto Marcondes Cesar Jr., Luís Augusto Consularo, Isabelle Bloch:
  Interactive image segmentation by matching attributed relational graphs. 1159-1179
• 
  Djemel Ziou, Alain Horé:
  Reducing aliasing in images: a PDE-based diffusion revisited. 1180-1194
• 
  Nadia Baha Touzene, Slimane Larabi:
  Accurate real-time neural disparity MAP estimation with FPGA. 1195-1204

Dimensionality reduction

• 
  Limei Zhang, Songcan Chen, Lishan Qiao:
  Graph optimization for dimensionality reduction with sparsity constraints. 1205-1210
• 
  Yue-Fei Guo, Xiaodong Lin, Zhou Teng, Xiangyang Xue, Jianping Fan:
  A covariance-free iterative algorithm for distributed principal component analysis on vertically partitioned data. 1211-1219
• 
  Matteo Bregonzio, Tao Xiang, Shaogang Gong:
  Fusing appearance and distribution information of interest points for action recognition. 1220-1234

Volume 45, Number 4, April 2012

Retina, Endocytosis, Cervical Smear

• 
  Yi Yin, Mouloud Adel, Salah Bourennane:
  Retinal vessel segmentation using a probabilistic tracking method. 1235-1244
• 
  M. Ángeles Gallego, M. Victoria Ibáñez, Amelia Simó:
  Non-homogeneous temporal Boolean models to study endocytosis. 1245-1254
• 
  Kuan Li, Zhi Lu, Wenyin Liu, Jianping Yin:
  Cytoplasm and nucleus segmentation in cervical smear images using Radiating GVF Snake. 1255-1264

Pain, Gene Expression

• 
  Zakia Hammal, Miriam Kunz:
  Pain monitoring: A dynamic and context-sensitive system. 1265-1280
• 
  Kin-On Cheng, Ngai-Fong Law, Wan-Chi Siu:
  Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data. 1281-1289

Face Recognition

• 
  Haichao Zhang, Nasser M. Nasrabadi, Yanning Zhang, Thomas S. Huang:
  Joint dynamic sparse representation for multi-view face recognition. 1290-1298
• 
  Xue Cao, Wen Shen, Li-Gong Yu, Yong-li Wang, Jing-Yu Yang, Zhongwu Zhang:
  Illumination invariant extraction for face recognition using neighboring wavelet coefficients. 1299-1305

Handwriting, Signature, Documents

• 
  Hong Lee, Brijesh K. Verma:
  Binary segmentation algorithm for English cursive handwriting recognition. 1306-1317
• 
  Xiao-Xiao Niu, Ching Y. Suen:
  A novel hybrid CNN-SVM classifier for recognizing handwritten digits. 1318-1325
• 
  Luana Batista, Eric Granger, Robert Sabourin:
  Dynamic selection of generative-discriminative ensembles for off-line signature verification. 1326-1340
• 
  Chun-Ming Tsai:
  Intelligent region-based thresholding for color document images with highlighted regions. 1341-1362

Classification, Kernel

• 
  Mohammad H. Rohban, Hamid R. Rabiee:
  Supervised neighborhood graph construction for semi-supervised classification. 1363-1372
• 
  Jin Tian, Minqiang Li, Fuzan Chen, Jisong Kou:
  Coevolutionary learning of neural network ensemble for complex classification tasks. 1373-1385
• 
  Miguel Lázaro-Gredilla, Steven Van Vaerenbergh, Neil D. Lawrence:
  Overlapping Mixtures of Gaussian Processes for the data association problem. 1386-1395
• 
  Andrzej Ruta, Yongmin Li:
  Learning pairwise image similarities for multi-classification using Kernel Regression Trees. 1396-1408
• 
  Rosa Meo, Dipankar Bachar, Dino Ienco:
  LODE: A distance-based classifier built on ensembles of positive and negative observations. 1409-1425
• 
  Wenming Zheng, Zhouchen Lin:
  A new discriminant subspace analysis approach for multi-class problems. 1426-1435
• 
  Enrique Romero, Tingting Mu, Paulo J. G. Lisboa:
  Cohort-based kernel visualisation with scatter matrices. 1436-1454

Dimensionality, 3D

• 
  Shuzhi Sam Ge, Hongsheng He, Chengyao Shen:
  Geometrically local embedding in manifolds for dimension reduction. 1455-1470
• 
  Yan Cui, Liya Fan:
  A novel supervised dimensionality reduction algorithm: Graph-based Fisher analysis. 1471-1481
• 
  Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow:
  Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction. 1482-1499
• 
  Zhirong Yang, Erkki Oja:
  Quadratic nonnegative matrix factorization. 1500-1510
• 
  Wai Keung Wong:
  Discover latent discriminant information for dimensionality reduction: Non-negative Sparseness Preserving Embedding. 1511-1523
• 
  Cong-Kai Lin, Wen-Kai Tai:
  Automatic upright orientation and good view recognition for 3D man-made models. 1524-1530

Images, Image Processing and Retrieval

• 
  Matthew Browne:
  Regularized tessellation density estimation with bootstrap aggregation and complexity penalization. 1531-1539
• 
  Hongqing Zhu:
  Image representation using separable two-dimensional continuous and discrete orthogonal moments. 1540-1558
• 
  Nadeem Salamat, El-hadi Zahzah:
  On the improvement of combined fuzzy topological and directional relations information. 1559-1568
• 
  Bin Wang, Feng Pan, Kai-Mo Hu, Jean-Claude Paul:
  Manifold-ranking based retrieval using k-regular nearest neighbor graph. 1569-1577
• 
  Qi Ge, Liang Xiao, Jun Zhang, Zhihui Wei:
  An improved region-based model with local statistical features for image segmentation. 1578-1590
• 
  K. Seetharaman:
  A block-oriented restoration in gray-scale images using full range autoregressive model. 1591-1601
• 
  Bo Yang, Mo Dai:
  Image reconstruction from continuous Gaussian-Hermite moments implemented by discrete algorithm. 1602-1616
• 
  Guanlei Xu, Xiaotong Wang, Xiaogang Xu:
  On analysis of bi-dimensional component decomposition via BEMD. 1617-1626

Objects, Scenes, Shadows

• 
  Noha M. Elfiky, Fahad Shahbaz Khan, Joost van de Weijer, Jordi Gonzàlez:
  Discriminative compact pyramids for object and scene recognition. 1627-1636
• 
  Zhao Pei, Yanning Zhang, Tao Yang, Xiuwei Zhang, Yee-Hong Yang:
  A novel multi-object detection method in complex scene using synthetic aperture imaging. 1637-1658
• 
  Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Irina Olenina, Sergej Olenin, Evaldas Vaiciukynas:
  Phase congruency-based detection of circular objects applied to analysis of phytoplankton images. 1659-1670
• 
  Jianzhao Qin, Nelson H. C. Yung:
  Feature fusion within local region using localized maximum-margin learning for scene categorization. 1671-1683
• 
  Andres Sanin, Conrad Sanderson, Brian C. Lovell:
  Shadow detection: A survey and comparative evaluation of recent methods. 1684-1695

Video, Multimedia, CAD

• 
  Taegyu Lim, Bohyung Han, Joon Hee Han:
  Modeling and segmentation of floating foreground and background in videos. 1696-1706
• 
  Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu, Yilong Yin:
  Relevance feature mapping for content-based multimedia information retrieval. 1707-1720
• 
  Songqiao Tao, Zhengdong Huang, Bingquan Zuo, Yangping Peng, Weirui Kang:
  Partial retrieval of CAD models based on the gradient flows in Lie group. 1721-1738

Clustering, Learning, Subspace Analysis

• 
  Qingbao Liu, Guozhu Dong:
  CPCQ: Contrast pattern based clustering quality index for categorical data. 1739-1748
• 
  Viet-Vu Vu, Nicolas Labroche, Bernadette Bouchon-Meunier:
  Improving constrained clustering with active query selection. 1749-1758
• 
  Jin Liu, Tuan D. Pham:
  A spatially constrained fuzzy hyper-prototype clustering algorithm. 1759-1771
• 
  Aydin Ulas, Olcay Taner Yildiz, Ethem Alpaydin:
  Cost-conscious comparison of supervised learning algorithms over multiple data sets. 1772-1781
• 
  Zoltán Szabó, Barnabás Póczos, András Lörincz:
  Separation theorem for independent subspace analysis and its consequences. 1782-1791

Manifolds, Error-Correcting Output Codes

• 
  Samuel Rivera, Aleix M. Martínez:
  Learning deformable shape manifolds. 1792-1801
• 
  Jin Deng Zhou, Xiao Dan Wang, Hong Jian Zhou, Jie Ming Zhang, Ning Jia:
  Decoding design based on posterior probabilities in Ternary Error-Correcting Output Codes. 1802-1818

Volume 45, Number 5, May 2012

Clustering and Classification

• 
  Sotirios P. Chatzis, Gavrill Tsechpenakis:
  A possibilistic clustering approach toward generative mixture models. 1819-1825
• 
  Zhiwen Yu, Hau-San Wong, Jane You, Guo-Xian Yu, Guoqiang Han:
  Hybrid cluster ensemble framework based on the random combination of data transformation operators. 1826-1837
• 
  Symeon Nikitidis, Nikos Nikolaidis, Ioannis Pitas:
  Multiplicative update rules for incremental training of multiclass support vector machines. 1838-1852
• 
  Jorge F. Silva, Shrikanth S. Narayanan:
  On signal representations within the Bayes decision framework. 1853-1865

Face, Fingerprint

• 
  Haijun Zhang, Q. M. Jonathan Wu, Tommy W. S. Chow, Ming-Bo Zhao:
  A two-dimensional Neighborhood Preserving Projection for appearance-based face recognition. 1866-1876
• 
  Tan Dat Nguyen, Surendra Ranganath:
  Facial expressions in American sign language: Tracking and recognition. 1877-1891
• 
  Xin Shu, Yao Gao, Hongtao Lu:
  Efficient linear discriminant analysis with locality preserving for face recognition. 1892-1898
• 
  Jae Kyu Suhr, Sungmin Eum, Ho Gi Jung, Gen Li, Gahyun Kim, Jaihie Kim:
  Recognizability assessment of facial images for automated teller machine applications. 1899-1914
• 
  Zujun Hou, Hwee Keong Lam, Wei-Yun Yau, Yue Wang:
  A variational formulation for fingerprint orientation modeling. 1915-1926

Object Detection, Visual Tracking

• 
  Xingwei Yang, Hairong Liu, Longin Jan Latecki:
  Contour-based object detection as dominant set computation. 1927-1936
• 
  Zhenxing Niu, Xinbo Gao, Qi Tian:
  Tactic analysis based on real-world ball trajectory in soccer video. 1937-1947
• 
  Erkut Erdem, Séverine Dubuisson, Isabelle Bloch:
  Visual tracking by fusing multiple cues with context-sensitive reliabilities. 1948-1959

Biometrics, Document Analysis

• 
  Meng-Hui Lim, Andrew Beng Jin Teoh, Kar-Ann Toh:
  An efficient dynamic reliability-dependent bit allocation for biometric discretization. 1960-1971
• 
  Partha Pratim Roy, Umapada Pal, Josep Lladós, Mathieu Delalandre:
  Multi-oriented touching text character segmentation in graphical documents using dynamic programming. 1972-1983

Texture, 3D

• 
  André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
  Color texture analysis based on fractal descriptors. 1984-1992
• 
  Ankur Patel, William A. P. Smith:
  Driving 3D morphable models using shading cues. 1993-2004

Dimension Reduction, Kernel

• 
  Xiaohong Chen, Songcan Chen, Hui Xue, Xudong Zhou:
  A unified dimensionality reduction framework for semi-paired and semi-supervised multi-view data. 2005-2018
• 
  Nojun Kwak:
  Kernel discriminant analysis for regression problems. 2019-2031

Volume 45, Number 6, June 2012

Special Issue Papers

• 
  Dimitri Van De Ville, Seong-Whan Lee:
  Brain decoding: Opportunities and challenges for pattern recognition. 2033-2034
• 
  Malin Björnsdotter Åberg, Johan Wessberg:
  Clustered sampling improves random subspace brain mapping. 2035-2040
• 
  Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion:
  A supervised clustering approach for fMRI-based inference of brain states. 2041-2049
• 
  Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali:
  De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. 2050-2063
• 
  Carlos Cabral, Margarida Silveira, Patrícia Figueiredo:
  Decoding visual brain states from fMRI using an ensemble of classifiers. 2064-2074
• 
  Emanuele Olivetti, Sriharsha Veeramachaneni, Ewa Nowakowska:
  Bayesian hypothesis testing for pattern discrimination in brain decoding. 2075-2084
• 
  Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan William Churchill, Stephen C. Strother:
  Model sparsity and brain pattern interpretation of classification models in neuroimaging. 2085-2100
• 
  Catrin O. Plumpton, Ludmila I. Kuncheva, Nikolaas N. Oosterhof, Stephen J. Johnston:
  Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. 2101-2108
• 
  Athina Tzovara, Micah M. Murray, Gijs Plomp, Michael H. Herzog, Christoph M. Michel, Marzia De Lucia:
  Decoding stimulus-related information from single-trial EEG responses based on voltage topographies. 2109-2122
• 
  Ian Daly, Slawomir J. Nasuto, Kevin Warwick:
  Brain computer interface control via functional connectivity dynamics. 2123-2136
• 
  Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
  Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. 2137-2144

Regular Papers

• 
  Thai V. Hoang, Salvatore Tabbone:
  The generalization of the R-transform for invariant pattern representation. 2145-2163
• 
  Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang:
  Image deblurring with matrix regression and gradient evolution. 2164-2179
• 
  Devis Tuia, Jordi Muñoz-Marí, Gustavo Camps-Valls:
  Remote sensing image segmentation by active queries. 2180-2192
• 
  Kim-Han Thung, Paramesran Raveendran, Chern-Loon Lim:
  Content-based image quality metric using similarity measure of moment vectors. 2193-2204
• 
  Alok Sharma, Kuldip K. Paliwal:
  A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices. 2205-2213
• 
  Shaohong Zhang, Hau-San Wong, Ying Shen:
  Generalized Adjusted Rand Indices for cluster ensembles. 2214-2226
• 
  Qiang Qian, Songcan Chen, Weiling Cai:
  Simultaneous clustering and classification over cluster structure representation. 2227-2236
• 
  Fanhua Shang, Licheng Jiao, Fei Wang:
  Graph dual regularization non-negative matrix factorization for co-clustering. 2237-2250
• 
  Jiye Liang, Xingwang Zhao, Deyu Li, Fuyuan Cao, Chuangyin Dang:
  Determining the number of clusters using information entropy for mixed data. 2251-2265
• 
  Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh, How-Lung Eng, Wei-Yun Yau:
  An online AUC formulation for binary classification. 2266-2279
• 
  Kris De Brabanter, Peter Karsmakers, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor:
  Confidence bands for least squares support vector machine classifiers: A regression approach. 2280-2287
• 
  Anil Kumar Ghosh, Fred Godtliebsen:
  On hybrid classification using model assisted posterior estimates. 2288-2298
• 
  Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang:
  Least squares recursive projection twin support vector machine for classification. 2299-2307
• 
  Lori A. Dalton, Edward R. Dougherty:
  Optimal mean-square-error calibration of classifier error estimators under Bayesian models. 2308-2320
• 
  Tzu-Tsung Wong:
  A hybrid discretization method for naïve Bayesian classifiers. 2321-2325
• 
  Jintu Fan, K. P. Chau, Xianfu Wan, Lili Zhai, Ethan Lau:
  Prediction of facial attractiveness from facial proportions. 2326-2334
• 
  Ronald Poppe:
  Facing scalability: Naming faces in an online social network. 2335-2347
• 
  Maria De Marsico, Michele Nappi, Daniel Riccio:
  CABALA - Collaborative architectures based on biometric adaptable layers and activities. 2348-2362
• 
  Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
  Shape matching using a binary search tree structure of weak classifiers. 2363-2376
• 
  Ahmed Rebai, Alexis Joly, Nozha Boujemaa:
  BLasso for object categorization and retrieval: Towards interpretable visual models. 2377-2389
• 
  Tianxiang Bai, Youfu Li:
  Robust visual tracking with structured sparse representation appearance model. 2390-2404
• 
  Li Liu, Paul W. Fieguth, David A. Clausi, Gangyao Kuang:
  Sorted random projections for robust rotation-invariant texture classification. 2405-2418
• 
  Reza Farrahi Moghaddam, Mohamed Cheriet:
  AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization. 2419-2431
• 
  Bogdan Raducanu, Fadi Dornaika:
  A supervised non-linear dimensionality reduction approach for manifold learning. 2432-2444

Volume 45, Number 7, July 2012

Face

• 
  Gabriel Hermosilla, Javier Ruiz-del-Solar, Rodrigo Verschae, Mauricio Correa:
  A comparative study of thermal face recognition methods in unconstrained environments. 2445-2459
• 
  Jean-François Connolly, Eric Granger, Robert Sabourin:
  Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition. 2460-2477
• 
  Ngoc-Son Vu, Hannah M. Dee, Alice Caplier:
  Face recognition using the POEM descriptor. 2478-2488
• 
  Nicholas Vretos, Nikos Nikolaidis, Ioannis Pitas:
  Video fingerprinting using Latent Dirichlet Allocation and facial images. 2489-2498
• 
  Ognjen Arandjelovic:
  Colour invariants under a non-linear photometric camera model and their application to face recognition from video. 2499-2509
• 
  Gui-Fu Lu, Jian Zou, Yong Wang:
  Incremental complete LDA for face recognition. 2510-2521

Fingerprint

• 
  Lin Zhang, Lei Zhang, David Zhang, Zhenhua Guo:
  Phase congruency induced local features for finger-knuckle-print recognition. 2522-2531
• 
  Manhua Liu, Pew-Thian Yap:
  Invariant representation of orientation fields for fingerprint indexing. 2532-2542

Activity detection

• 
  Md. Haidar Sharif, Chabane Djeraba:
  An entropy approach for abnormal activities detection in video streams. 2543-2561
• 
  Khai N. Tran, Ioannis A. Kakadiaris, Shishir K. Shah:
  Part-based motion descriptor image for human action recognition. 2562-2572

Pedestrian and object

• 
  Ran Xu, Jianbin Jiao, Baochang Zhang, Qixiang Ye:
  Pedestrian detection in images via cascaded L1-norm minimization learning method. 2573-2583
• 
  Anbang Yao, Xinggang Lin, Guijin Wang, Shan Yu:
  A compact association of particle filtering and kernel based object tracking. 2584-2597

Word spotting and signature generation

• 
  Khurram Khurshid, Claudie Faure, Nicole Vincent:
  Word spotting in historical printed documents using shape and sequence comparisons. 2598-2609
• 
  Javier Galbally, Réjean Plamondon, Julian Fiérrez-Aguilar, Javier Ortega-Garcia:
  Synthetic on-line signature generation. Part I: Methodology and algorithms. 2610-2621
• 
  Javier Galbally, Julian Fiérrez-Aguilar, Javier Ortega-Garcia, Réjean Plamondon:
  Synthetic on-line signature generation. Part II: Experimental validation. 2622-2632

Clustering and classification

• 
  Daniel Graves, Joost Noppen, Witold Pedrycz:
  Clustering with proximity knowledge and relational knowledge. 2633-2644
• 
  Theam Foo Ng, Tuan D. Pham, Xiuping Jia:
  Feature interaction in subspace clustering using the Choquet integral. 2645-2660
• 
  Weijie Chen, Brandon D. Gallas, Waleed A. Yousef:
  Classifier variability: Accounting for training and testing. 2661-2671
• 
  Qinbao Song, Guangtao Wang, Chao Wang:
  Automatic recommendation of classification algorithms based on data set characteristics. 2672-2689
• 
  Sankar K. Pal, Saroj K. Meher, Soumitra Dutta:
  Class-dependent rough-fuzzy granular space, dispersion index and classification. 2690-2707
• 
  Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
  Robust classification using ℓ_{2, 1}-norm based regression model. 2708-2718

Discriminant analysis

• 
  Wai-Ki Ching, Delin Chu, Li-Zhi Liao, Xiaoyan Wang:
  Regularized orthogonal linear discriminant analysis. 2719-2732
• 
  Zhen Lei, Zhiwei Zhang, Stan Z. Li:
  Feature space locality constraint for kernel based nonlinear discriminant analysis. 2733-2742

Denoising, images, and segmentation

• 
  Yingtao Zhang, Heng-Da Cheng, Jianhua Huang, Xianglong Tang:
  An effective and objective criterion for evaluating the performance of denoising filters. 2743-2757
• 
  Jean-Charles Pinoli, Johan Debayle:
  Adaptive generalized metrics, distance maps and nearest neighbor transforms on gray tone images. 2758-2768
• 
  Shigang Liu, Yali Peng:
  A local region-based Chan-Vese model for image segmentation. 2769-2779
• 
  Hui Wang, Hong Zhang, Nilanjan Ray:
  Clump splitting via bottleneck detection and shape classification. 2780-2787
• 
  Aurélien Ducournau, Alain Bretto, Soufiane Rital, Bernard Laget:
  A reductive approach to hypergraph clustering: An application to image segmentation. 2788-2803
• 
  Caglar Ari, Selim Aksoy, Orhan Arikan:
  Maximum likelihood estimation of Gaussian mixture models using stochastic search. 2804-2816

3D, boundary, agriculture products

• 
  Dirk Smeets, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
  Isometric deformation invariant 3D shape recognition. 2817-2831
• 
  Mahdad Esmaeili, Hossein Rabbani, Alireza Mehri Dehnavi:
  Automatic optic disk boundary extraction by the use of curvelet transform and deformable variational level set model. 2832-2842
• 
  Shahar Laykin, Victor Alchanatis, Yael Edan:
  On-line multi-stage sorting algorithm for agriculture products. 2843-2853

Volume 45, Number 8, August 2012

Eye-hand, face

• 
  Surapa Thiemjarus, Adam James, Guang-Zhong Yang:
  An eye-hand data fusion framework for pervasive sensing of surgical activities. 2855-2867
• 
  Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
  Incremental face recognition for large-scale social network services. 2868-2883
• 
  Jie Gui, Zhenan Sun, Wei Jia, Rong-Xiang Hu, Ying-Ke Lei, Shuiwang Ji:
  Discriminant sparse neighborhood preserving embedding for face recognition. 2884-2893

Images

• 
  Nicolas Loménie, Daniel Racoceanu:
  Point set morphological filtering and semantic spatial configuration modeling: Application to microscopic image and bio-structure analysis. 2894-2911
• 
  Wei-Shi Zheng, Jian-Huang Lai, Shengcai Liao, Ran He:
  Extracting non-negative basis images using pixel dispersion penalty. 2912-2926
• 
  Daniel C. Zanotta, Victor Haertel:
  Gradual land cover change detection based on multitemporal fraction images. 2927-2937
• 
  Nasir M. Rajpoot, Irfan T. Butt:
  A multiresolution framework for local similarity based image denoising. 2938-2951
• 
  Andrey V. Savchenko:
  Directed enumeration method in image recognition. 2952-2961

Object

• 
  Elisavet Chatzilari, Spyros Nikolopoulos, Ioannis Patras, Ioannis Kompatsiaris:
  Leveraging social media for scalable object detection. 2962-2979
• 
  Hyun-Chul Choi, Se-Young Oh:
  Robust segment-based object tracking using generalized hyperplane approximation. 2980-2991

Features, dimensionality

• 
  Xin Sun, Yanheng Liu, Jin Li, Jianqi Zhu, Hui-Ling Chen, Xuejie Liu:
  Feature evaluation and selection with cooperative game theory. 2992-3002
• 
  Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu:
  Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. 3003-3016

Clustering

• 
  Pik-Yin Mok, Haiqiao Huang, Yi-lin Kwok, J. S. Au:
  A robust adaptive clustering analysis method for automatic identification of clusters. 3017-3033
• 
  Kadim Tasdemir:
  Vector quantization based approximate spectral clustering of large datasets. 3034-3044

Corrigendum

• 
  Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet:
  Corrigendum to 'A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images' [Pattern Recognition 44 (2011) 2184-2196]. 3045

Volume 45, Number 9, September 2012

Special Issue Papers

• 
  Mario Hernández-Tejera, João Miguel Raposo Sanches, Jordi Vitrià:
  Selected papers from Iberian Conference on Pattern Recognition and Image Analysis. 3047
• 
  Artur J. Ferreira, Mário A. T. Figueiredo:
  An unsupervised approach to feature discretization and selection. 3048-3060
• 
  Helena Aidos, Ana L. N. Fred:
  Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering. 3061-3071
• 
  Jaume Gibert, Ernest Valveny, Horst Bunke:
  Graph embedding in vector spaces by node attribute statistics. 3072-3083
• 
  Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski:
  An extensive experimental comparison of methods for multi-label learning. 3084-3104
• 
  Jon Almazán, Alicia Fornés, Ernest Valveny:
  A non-rigid appearance model for shape description and recognition. 3105-3113
• 
  Tadmeri Narayan Vikram, Marko Tscherepanow, Britta Wrede:
  A saliency map based on sampling an image into random rectangular regions of interest. 3114-3124
• 
  Luis Antón-Canalís, Mario Hernández-Tejera, Elena Sánchez-Nielsen:
  Distance maps from unthresholded magnitudes. 3125-3130
• 
  Leonid Pishchulin, Tobias Gass, Philippe Dreuw, Hermann Ney:
  Image warping for face recognition: From local optimality towards global optimization. 3131-3140
• 
  Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer:
  Bootstrapping Boosted Random Ferns for discriminative and efficient object classification. 3141-3153
• 
  Markus Glaß, Birgit Möller, Anne Zirkel, Kristin Wächter, Stefan Hüttelmaier, Stefan Posch:
  Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines. 3154-3165
• 
  Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño:
  Towards automatic polyp detection with a polyp appearance model. 3166-3182
• 
  Joan Albert Silvestre-Cerdà, Jesús Andrés-Ferrer, Jorge Civera:
  Explicit length modelling for statistical machine translation. 3183-3192
• 
  Pascual Martínez-Gómez, Germán Sanchis-Trilles, Francisco Casacuberta:
  Online adaptation strategies for statistical machine translation in post-editing scenarios. 3193-3203

Regular Papers

• 
  Dilip K. Prasad, Maylor K. H. Leung, Siu-Yeung Cho:
  Edge curvature and convexity based ellipse detection method. 3204-3221
• 
  Rong-Xiang Hu, Wei Jia, Yang Zhao, Jie Gui:
  Perceptually motivated morphological strategies for shape retrieval. 3222-3230
• 
  Gloria Haro:
  Shape from Silhouette Consensus. 3231-3244
• 
  L. Díaz-Más, Francisco José Madrid-Cuevas, Rafael Muñoz-Salinas, Ángel Carmona-Poyato, Rafael Medina Carnicer:
  An octree-based method for shape from inconsistent silhouettes. 3245-3255
• 
  Chanho Jung, Changick Kim:
  Real-time estimation of 3D scene geometry from a single image. 3256-3269
• 
  José A. Rodríguez-Serrano, Florent Perronnin:
  Synthesizing queries for handwritten word image retrieval. 3270-3276
• 
  Youssouf Chherawala, Mohamed Cheriet:
  W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents. 3277-3287
• 
  Beom-Seok Oh, Kar-Ann Toh, Kwontaeg Choi, Andrew Beng Jin Teoh, Jaihie Kim:
  Extraction and fusion of partial face features for cancelable identity verification. 3288-3303
• 
  Bongjin Jun, Daijin Kim:
  Robust face detection using local gradient patterns and evidence accumulation. 3304-3316
• 
  Satyajit N. Kautkar, Gary A. Atkinson, Melvyn L. Smith:
  Face recognition in 2D and 2.5D using ridgelets and photometric stereo. 3317-3327
• 
  Shi-Lin Wang, Alan Wee-Chung Liew:
  Physiological and behavioral lip biometrics: A comprehensive study of their discriminative power. 3328-3335
• 
  Yiu-ming Cheung, Xin Liu, Xinge You:
  A local region based approach to lip tracking. 3336-3347
• 
  Rong-Xiang Hu, Wei Jia, David Zhang, Jie Gui, Liang-Tu Song:
  Hand shape recognition based on coherent distance shape contexts. 3348-3359
• 
  Thai Hoang Le, Hoang Thien Van:
  Fingerprint reference point detection for image retrieval based on symmetry and variation. 3360-3372
• 
  Priyanka Das, Kannan Karthik, Boul Chandra Garai:
  A robust alignment-free fingerprint hashing algorithm based on minimum distance graphs. 3373-3388
• 
  Si Wu, Hau-San Wong:
  Joint segmentation of collectively moving objects using a bag-of-words model and level set evolution. 3389-3401
• 
  Shifeng Li, Huchuan Lu, Lei Zhang:
  Arbitrary body segmentation in static images. 3402-3413
• 
  Sruti Das Choudhury, Tardi Tjahjadi:
  Silhouette-based gait recognition using Procrustes shape analysis and elliptic Fourier descriptors. 3414-3426
• 
  Tiziana D'Orazio, Filippo Palumbo, Cataldo Guaragnella:
  Archaeological trace extraction by a local directional active contour approach. 3427-3438
• 
  Suet-Peng Yong, Jeremiah D. Deng, Martin K. Purvis:
  Novelty detection in wildlife scenes through semantic context modelling. 3439-3450
• 
  Yeol-Min Seong, HyunWook Park:
  Multiple target tracking using cognitive data association of spatiotemporal prediction and visual similarity. 3451-3462
• 
  Yanyan He, M. Yousuff Hussaini, Jianwei Ma, Behrang Shafei, Gabriele Steidl:
  A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data. 3463-3471
• 
  Manuel Graña, Miguel Angel Veganzones:
  An endmember-based distance for content based hyperspectral image retrieval. 3472-3489
• 
  Chi Young Ahn, Yoon Mo Jung, Ohin Kwon, Jin Keun Seo:
  Fast segmentation of ultrasound images using robust Rayleigh distribution decomposition. 3490-3500
• 
  Vijayakumar Chinnadurai, Gharpure Damayanti Chandrashekhar:
  Neuro-levelset system based segmentation in dynamic susceptibility contrast enhanced and diffusion weighted magnetic resonance images. 3501-3511
• 
  Yonggang Lu, Yi Wan:
  Clustering by Sorting Potential Values (CSPV): A novel potential-based clustering method. 3512-3522
• 
  Servane Gey:
  Risk bounds for CART classifiers under a margin condition. 3523-3534
• 
  Andrew R. J. Clark, Richard M. Everson:
  Multi-objective learning of Relevance Vector Machine classifiers with multi-resolution kernels. 3535-3543
• 
  Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen:
  LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs. 3544-3556
• 
  Pinghua Gong, Changshui Zhang:
  Efficient Nonnegative Matrix Factorization via projected Newton method. 3557-3565
• 
  Leandro A. F. Fernandes, Manuel M. Oliveira:
  A general framework for subspace detection in unordered multidimensional data. 3566-3579
• 
  Noha A. Yousri, Mohamed S. Kamel, Mohamed A. Ismail:
  Corrigendum to "A distance-relatedness dynamic model for clustering high dimensional data of arbitrary shapes and densities" [Pattern Recognition 42 (2009) 1193-1209]. 3580-3582

Volume 45, Number 10, October 2012

Face, palm

• 
  Leonid M. Mestetskiy, Natalia Dyshkant, Dmitry Gordeev, M. Sharmila Kumari, B. H. Shekar:
  Surface measures for accuracy evaluation in 3d face reconstruction. 3583-3589
• 
  Xiao-Yuan Jing, Sheng Li, David Zhang, Chao Lan, Jingyu Yang:
  Optimal subset-division based discrimination and its kernelization for face and palmprint recognition. 3590-3602

Gait, action

• 
  Shuai Zheng, Kaiqi Huang, Tieniu Tan, Dacheng Tao:
  A cascade fusion scheme for gait and cumulative foot pressure image recognition. 3603-3610
• 
  Chien-Chung Tseng, Ju-Chin Chen, Chin-Hsien Fang, Jenn-Jier James Lien:
  Human action recognition based on graph-embedded spatio-temporal subspace. 3611-3624

Visual tracking, motion

• 
  Reza Hoseinnezhad, Ba-Ngu Vo, Ba-Tuong Vo, David Suter:
  Visual tracking of numerous targets via multi-Bernoulli filtering of image data. 3625-3635
• 
  José Alexandre de França, Marcelo Ricardo Stemmer, Maria Bernadete de M. França, Juliani Chico Piai:
  A new robust algorithmic for multi-camera calibration with a 1D object under general motions without prior knowledge of any camera intrinsic parameter. 3636-3647

Sketch representation, handwriting

• 
  Liang Lin, Xiaobai Liu, Shaowu Peng, Hongyang Chao, Yongtian Wang, Bo Jiang:
  Object categorization with sketch representation and generalized samples. 3648-3660
• 
  Da-Han Wang, Cheng-Lin Liu, Xiang-Dong Zhou:
  An approach for real-time recognition of online Chinese handwritten sentences. 3661-3675

Features, junctions, abnormalities

• 
  Abderrahmane Boubezoul, Sébastien Paris:
  Application of global optimization methods to model and feature selection. 3676-3686
• 
  Kazuhiro Hotta:
  Local co-occurrence features in subspace obtained by KPCA of local blob visual words for scene classification. 3687-3694
• 
  Ran Su, Changming Sun, Tuan D. Pham:
  Junction detection for linear structures based on Hessian, correlation and shape information. 3695-3706
• 
  K. Sai Deepak, N. V. Kartheek Medathati, Jayanthi Sivaswamy:
  Detection and discrimination of disease-related abnormalities based on learning normal cases. 3707-3716

Discriminant, classification, SVM

• 
  Quanxue Gao, Jingjing Liu, Haijun Zhang, Jun Hou, Xiaojing Yang:
  Enhanced fisher discriminant criterion for image recognition. 3717-3724
• 
  Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli:
  Novel Fisher discriminant classifiers. 3725-3737
• 
  Muhammad Atif Tahir, Josef Kittler, Fei Yan:
  Inverse random under sampling for class imbalance problem and its application to multi-label classification. 3738-3750
• 
  Ran Wang, Sam Kwong, Degang Chen:
  Inconsistency-based active learning for support vector machines. 3751-3767

Graph matching, 3D

• 
  Jin Tang, Bo Jiang, Aihua Zheng, Bin Luo:
  Graph matching based on spectral embedding with missing value. 3768-3779
• 
  Surya Prakash, Antonio Robles-Kelly:
  Geometric graph comparison from an alignment viewpoint. 3780-3794
• 
  Dongjoe Shin, Jan-Peter Muller:
  Progressively weighted affine adaptive correlation matching for quasi-dense 3D reconstruction. 3795-3809

Histograms, equalization and matching

• 
  Turgay Çelik:
  Two-dimensional histogram equalization and contrast enhancement. 3810-3824
• 
  Jianning Liang, Zhenmei Liao, Su Yang, Yuanyuan Wang:
  Image matching based on orientation-magnitude histograms and global consistency. 3825-3833

Texture, non-uniform patterns

• 
  Yimo Guo, Guoying Zhao, Matti Pietikäinen:
  Discriminative features for texture description. 3834-3843
• 
  Loris Nanni, Sheryl Brahnam, Alessandra Lumini:
  A simple method for improving local binary patterns by considering non-uniform patterns. 3844-3852

Volume 45, Number 11, November 2012

Eyes, faces, biometrics

• 
  Van Huan Nguyen, Thi Hai Binh Nguyen, Hakil Kim:
  Reliable detection of eye features and eyes in color facial images using ternary eye-verifier. 3853-3865
• 
  Fei Zang, Jiang-She Zhang, Jiyuan Pan:
  Face recognition using Elasticfaces. 3866-3876
• 
  Jamie R. Lyle, Philip E. Miller, Shrinivas J. Pundlik, Damon L. Woodard:
  Soft biometric classification using local appearance periocular region features. 3877-3885

Objects, action

• 
  Zhen Liang, Zheru Chi, Hong Fu, David Dagan Feng:
  Salient object detection using content-sensitive hypergraph representation and partitioning. 3886-3901
• 
  Haoran Wang, Chunfeng Yuan, Weiming Hu, Changyin Sun:
  Supervised class-specific dictionary learning for sparse modeling in action recognition. 3902-3911

Patterns, symbols

• 
  Wei Liu, Eraldo Ribeiro:
  Detecting singular patterns in 2D vector fields using weighted Laurent polynomial. 3912-3925
• 
  Caglar Tirkaz, Berrin A. Yanikoglu, T. Metin Sezgin:
  Sketched symbol recognition with auto-completion. 3926-3937

Clustering

• 
  Blaise Hanczar, Mohamed Nadif:
  Ensemble methods for biclustering tasks. 3938-3949
• 
  Miin-Shen Yang, Chien-Yo Lai, Chih-Ying Lin:
  A robust EM clustering algorithm for Gaussian mixture models. 3950-3961

SVM, HMM

• 
  Jianwen Tao, Korris Fu-Lai Chung, Shitong Wang:
  On minimum distribution discrepancy support vector machine for domain adaptation. 3962-3984
• 
  Sotirios P. Chatzis, Yiannis Demiris:
  A reservoir-driven non-stationary hidden Markov model. 3985-3996

Image segmentation

• 
  Rui Caseiro, Pedro Martins, João F. Henriques, Jorge P. Batista:
  A nonparametric Riemannian framework on tensor field with application to foreground segmentation. 3997-4017
• 
  Peng Zhang, Ming Li, Yan Wu, Lu Gan, Ming Liu, Fan Wang, Gaofeng Liu:
  Unsupervised multi-class segmentation of SAR images using fuzzy triplet Markov fields model. 4018-4033
• 
  Lin Wang, Jianfu Cao, Chongzhao Han:
  Multidimensional particle swarm optimization-based unsupervised planar segmentation algorithm of unorganized point clouds. 4034-4043

Image representation, retrieval

• 
  Jun Li, Dacheng Tao, Xuelong Li:
  A probabilistic model for image representation via multiple patterns. 4044-4053
• 
  Salim Jouili, Salvatore Tabbone:
  Hypergraph-based image retrieval for graph-based representation. 4054-4068

Volume 45, Number 12, December 2012

Face, fingerprint

• 
  Jinghua Wang, Jane You, Qin Li, Yong Xu:
  Orthogonal discriminant vector for face recognition across pose. 4069-4079
• 
  Symeon Nikitidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas:
  Subclass discriminant Nonnegative Matrix Factorization for facial image analysis. 4080-4091
• 
  Birkan Tunç, Volkan Dagli, Muhittin Gökmen:
  Class dependent factor analysis and its application to face recognition. 4092-4102
• 
  Aydin Akyol, Muhittin Gökmen:
  Super-resolution reconstruction of faces by enhanced global models of shape and texture. 4103-4116
• 
  Xiaodong Wang, Fang Liu, Licheng Jiao, Zhiguo Zhou, Jingjing Yu, Bing Li, Jianrui Chen, Jiao Wu, Fanhua Shang:
  An evidential reasoning based classification algorithm and its application for face recognition with class noise. 4117-4128
• 
  Song Wang, Jiankun Hu:
  Alignment-free cancelable fingerprint template design: A densely infinite-to-one mapping (DITOM) approach. 4129-4137

Bladder, cell

• 
  Thomas Weibel, Christian Daul, Didier Wolf, Ronald Rösch, François Guillemin:
  Graph based construction of textured large field of view mosaics for bladder cancer diagnosis. 4138-4150
• 
  Asli Gençtav, Selim Aksoy, Sevgen Önder:
  Unsupervised segmentation and classification of cervical cell images. 4151-4168

Pose, activity, visual recognition

• 
  Iuri Frosio, Alberto Alzati, Marina Bertolini, Cristina Turrini, N. Alberto Borghese:
  Linear pose estimate from corresponding conics. 4169-4181
• 
  Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet:
  Mid-level features and spatio-temporal context for activity recognition. 4182-4191
• 
  Irene Kotsia, Weiwei Guo, Ioannis Patras:
  Higher rank Support Tensor Machines for visual recognition. 4192-4203
• 
  Xiao Liu, Mingli Song, Qi Zhao, Dacheng Tao, Chun Chen, Jiajun Bu:
  Attribute-restricted latent topic model for person re-identification. 4204-4213

Symbol spotting, handwriting, documents

• 
  Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier:
  An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. 4214-4224
• 
  Yiqing Liang, Michael C. Fairhurst, Richard M. Guest:
  A synthesised word approach to word retrieval in handwritten documents. 4225-4236
• 
  M. Mehdi Haji, Tien D. Bui, Ching Y. Suen:
  Removal of noise patterns in handwritten images using expectation maximization and fuzzy inference systems. 4237-4249
• 
  Yung-Hsiang Chiu, Kuo-Liang Chung, Wei-Ning Yang, Yong-Huai Huang, Chi-Huang Liao:
  Parameter-free based two-stage method for binarizing degraded document images. 4250-4262

Images, texture, smoke detection

• 
  Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini, Abdelaziz Ouamri:
  Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints. 4263-4278
• 
  Tomás Suk, Cyril Höschl IV, Jan Flusser:
  Decomposition of binary images - A survey and comparison. 4279-4291
• 
  Zhongwei He, Wei Lu, Wei Sun, Jiwu Huang:
  Digital image splicing detection based on Markov features in DCT and DWT domain. 4292-4299
• 
  Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song:
  Improved direction estimation for Di Zenzo's multichannel image gradient operator. 4300-4311
• 
  Susana Álvarez, María Vanrell:
  Texton theory revisited: A bag-of-words approach to combine textons. 4312-4325
• 
  Feiniu Yuan:
  A double mapping framework for extraction of shape-invariant features based on multi-scale partitions with AdaBoost for video smoke detection. 4326-4336

Clustering, classification

• 
  Pierre Hansen, Manuel Ruiz, Daniel Aloise:
  A VNS heuristic for escaping local extrema entrapment in normalized cut clustering. 4337-4345
• 
  Xin Wei, Zhen Yang:
  The infinite Student's t-factor mixture analyzer for robust clustering and classification. 4346-4357
• 
  Licheng Jiao, Fanhua Shang, Fei Wang, Yuanyuan Liu:
  Fast semi-supervised clustering with enhanced spectral embedding. 4358-4369
• 
  Danilo Horta, Ricardo J. G. B. Campello:
  Automatic aspect discrimination in data clustering. 4370-4388
• 
  Marc Boullé:
  Functional data clustering via piecewise constant nonparametric density estimation. 4389-4401
• 
  Chin-Chun Chang, Hsin-Yi Chen:
  Semi-supervised clustering with discriminative random fields. 4402-4413
• 
  Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta:
  Hierarchical linear support vector machine. 4414-4427
• 
  Songfeng Zheng, Weixiang Liu:
  Functional gradient ascent for Probit regression. 4428-4437

Sample size, data labeling and dimensionality

• 
  Weihong Deng, Yebin Liu, Jiani Hu, Jun Guo:
  The small sample size problem of ICA: A comparative study and analysis. 4438-4450
• 
  Jingjing Cao, Sam Kwong, Ran Wang:
  A noise-detection based AdaBoost algorithm for mislabeled data. 4451-4465
• 
  Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow:
  Constrained large Margin Local Projection algorithms and extensions for multimodal dimensionality reduction. 4466-4493

Tracking

• 
  Hadi Firouzi, Homayoun Najjaran:
  Robust decentralized multi-model adaptive template tracking. 4494-4509
• 
  Yuru Wang, Xianglong Tang, Qing Cui:
  Dynamic appearance model for particle filter based visual tracking. 4510-4523

Morphology, learning

• 
  Erchan Aptoula:
  Extending morphological covariance. 4524-4535
• 
  David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
  Nonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenarios. 4536-4546