Pattern Recognition, Volume 46

Volume 46, Number 1, January 2013

Obituary

• 
  Ching Y. Suen:
  Obituary: Dr. Robert S. Ledley. 1

Face, ear

• 
  Ognjen Arandjelovic, Roberto Cipolla:
  Achieving robust face recognition from video by combining a weak photometric model and a learnt generic face invariant. 9-23
• 
  Yinjie Lei, Mohammed Bennamoun, Amar A. El-Sallam:
  An efficient 3D face recognition approach based on the fusion of novel local low-level features. 24-37
• 
  Minsik Lee, Chong-Ho Choi:
  A robust real-time algorithm for facial shape recovery from a single image containing cast shadow under general, unknown lighting. 38-44
• 
  Jianfeng Ren, Xudong Jiang, Junsong Yuan:
  A complete and fully automated face verification system on mobile devices. 45-56
• 
  Aryaz Baradarani, Q. M. Jonathan Wu, Majid Ahmadi:
  An efficient illumination invariant face recognition framework via illumination enhancement and DD-DTCWT filtering. 57-72
• 
  Ajay Kumar, Tak-Shing Chan:
  Robust ear identification using sparse representation of local texture descriptors. 73-85

Skin, retina

• 
  Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma:
  Pattern classification of dermoscopy images: A perceptually uniform model. 86-97
• 
  Li Ma, Richard C. Staunton:
  Analysis of the contour structural irregularity of skin lesions using wavelet decomposition. 98-106
• 
  M. Usman Akram, Shehzad Khalid, Shoab Ahmad Khan:
  Identification and classification of microaneurysms for early detection of diabetic retinopathy. 107-116

Symbols, handwriting

• 
  Adrien Delaye, Éric Anquetil:
  HBF49 feature set: A first unified baseline for online symbol recognition. 117-130
• 
  Palaiahnakote Shivakumara, Trung Quy Phan, Souvik Bhowmick, Chew Lim Tan, Umapada Pal:
  A novel ring radius transform for video character reconstruction. 131-140
• 
  Mohammad Tanvir Parvez, Sabri A. Mahmoud:
  Arabic handwriting recognition using structural and syntactic pattern attributes. 141-154
• 
  Cheng-Lin Liu, Fei Yin, Da-Han Wang, Qiu-Feng Wang:
  Online and offline handwritten Chinese character recognition: Benchmarking on new databases. 155-162

Image processing, retrieval

• 
  Yuanyuan Liu, Licheng Jiao, Fanhua Shang:
  A fast tri-factorization method for low-rank matrix recovery and completion. 163-173
• 
  Zhao Pei, Yanning Zhang, Xida Chen, Yee-Hong Yang:
  Synthetic aperture imaging using pixel labeling via energy minimization. 174-187
• 
  Guang-Hai Liu, Jing-Yu Yang:
  Content-based image retrieval using color difference histogram. 188-198

Feature selection, dimensionality reduction

• 
  Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou:
  Selecting feature subset for high dimensional data via the propositional FOIL rules. 199-214
• 
  Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo:
  Self-taught dimensionality reduction on the high-dimensional small-sized data. 215-229

Distance, graph

• 
  Jun Wang, Ying Tan:
  Efficient Euclidean distance transform algorithm of binary images in arbitrary dimensions. 230-242

Clustering

• 
  Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
  An extensive comparative study of cluster validity indices. 243-256
• 
  Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter:
  Mode seeking over permutations for rapid geometric model fitting. 257-271
• 
  Jian-Ping Mei, Lihui Chen:
  LinkFCM: Relation integrated fuzzy c-means. 272-283
• 
  Yuanyuan Liu, Licheng Jiao, Fanhua Shang:
  An efficient matrix factorization based low-rank representation for subspace clustering. 284-292

Neural networks, SVM, classification

• 
  César A. Astudillo, B. John Oommen:
  On achieving semi-supervised pattern recognition by utilizing tree-based SOMs. 293-304
• 
  Zhiquan Qi, Yingjie Tian, Yong Shi:
  Robust twin support vector machine for pattern classification. 305-316
• 
  Geetha Manjunath, M. Narasimha Murty, Dinkar Sitaram:
  Combining heterogeneous classifiers for relational databases. 317-324
• 
  Simon Lucey, Ahmed Bilal Ashraf:
  Nearest neighbor classifier generalization through spatially constrained filters. 325-331
• 
  Guoqing Liu, Jianxin Wu, Suiping Zhou:
  Probabilistic classifiers with a generalized Gaussian scale mixture prior. 332-345
• 
  Haichao Zhang, Yanning Zhang, Thomas S. Huang:
  Simultaneous discriminative projection and dictionary learning for sparse representation based classification. 346-354
• 
  José A. Sáez, Julián Luengo, Francisco Herrera:
  Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification. 355-364
• 
  Pablo Hernandez-Leal, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
  InstanceRank based on borders for instance selection. 365-375
• 
  Anu Thomas, B. John Oommen:
  The fundamental theory of optimal "Anti-Bayesian" parametric pattern classification using order statistics criteria. 376-388
• 
  Yingchao Xiao, Huangang Wang, Wenli Xu, Junwu Zhou:
  L1 norm based KPCA for novelty detection. 389-396

Visual tracking, hand movement, gesture

• 
  Kaihua Zhang, Huihui Song:
  Real-time visual tracking via online weighted multiple instance learning. 397-411
• 
  Zhang Liang, Yueting Zhuang, Yi Yang, Jun Xiao:
  Retrieval-based cartoon gesture recognition and applications via semi-supervised heterogeneous classifiers learning. 412-423

Scene analysis, thermal videos, 3D

• 
  Li Zhou, Zongtan Zhou, Dewen Hu:
  Scene classification using a multi-resolution bag-of-features model. 424-433
• 
  Jian Zou, Chuancai Liu, Yue Zhang, Gui-Fu Lu:
  Object recognition using Gabor co-occurrence similarity. 434-448
• 
  Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen:
  A comparison of methods for non-rigid 3D shape retrieval. 449-461

Volume 46, Number 2, February 2013

Classifiers and classification

• 
  Franz Pernkopf, Michael Wohlmayr:
  Stochastic margin-based structure learning of Bayesian network classifiers. 464-471
• 
  José Barranquero, Pablo González, Jorge Díez, Juan José del Coz:
  On the study of nearest neighbor algorithms for prevalence estimation in binary problems. 472-482
• 
  Jun Yu, Dacheng Tao, Yong Rui, Jun Cheng:
  Pairwise constraints based multiview features fusion for scene classification. 483-496

Face, skin, gender, emotion

• 
  Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan:
  Generalized batch mode active learning for face-based biometric recognition. 497-508
• 
  Cheng Lu, Muhammad Mahmood, Naresh Jha, Mrinal Mandal:
  Detection of melanocytes in skin histopathological images using radial line scanning. 509-518
• 
  Huang-Chia Shih:
  Robust gender classification using a precise patch histogram. 519-528
• 
  Tie Yun, Ling Guan:
  Human emotional state recognition using real 3D visual features from Gabor library. 529-538

Shape, graph

• 
  Wei Shen, Yan Wang, Xiang Bai, Hongyuan Wang, Longin Jan Latecki:
  Shape clustering: Common structure discovery. 539-550
• 
  Muhammad Muzzamil Luqman, Jean-Yves Ramel, Josep Lladós, Thierry Brouard:
  Fuzzy multilevel graph embedding. 551-565

Images, thermo-video

• 
  Santiago Velasco-Forero, Jesús Angulo:
  Classification of hyperspectral images by tensor modeling and additive morphological decomposition. 566-577
• 
  Atousa Torabi, Guillaume-Alexandre Bilodeau:
  Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos. 578-589

Action and tracking

• 
  Zhiquan Feng, Bo Yang, Yi Li, Yanwei Zheng, Xiuyang Zhao, Jianqin Yin, Qingfang Meng:
  Real-time oriented behavior-driven 3D freehand tracking for direct interaction. 590-608

Comment and response

• 
  John Daugman, Cathryn Downing:
  No change over time is shown in Rankin et al. "Iris recognition failure over time: The effects of texture". 609-610
• 
  Deborah M. Rankin, Bryan W. Scotney, Philip J. Morrow, Barbara K. Pierscionek:
  Iris recognition - the need to recognise the iris as a dynamic biological system: Response to Daugman and Downing. 611-612

Volume 46, Number 3, March 2013

Ear, face

• 
  Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Robyn A. Owens, Ajmal S. Mian:
  Multibiometric human recognition using 3D ear and face features. 613-627
• 
  Wei-Lun Chao, Jun-Zuo Liu, Jian-Jiun Ding:
  Facial age estimation based on label-sensitive learning and age-oriented regression. 628-641
• 
  Gang Zhang, Jiansheng Chen, Guangda Su, Jing Liu:
  Double-pupil location of face images. 642-648

Pose, motion

• 
  Nam-Gyu Cho, Alan L. Yuille, Seong-Whan Lee:
  Adaptive occlusion state estimation for human pose tracking under self-occlusions. 649-661
• 
  Wei-Yang Lin, Chung-Yang Hsieh:
  Kernel-based representation for 2D/3D motion trajectory retrieval and classification. 662-670
• 
  Kan Ouivirach, Shashi Gharti, Matthew N. Dailey:
  Incremental behavior modeling and suspicious activity detection. 671-680

Mammogram, lung, blood vessel

• 
  Yanfeng Li, Houjin Chen, Yongyi Yang, Na Yang:
  Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation. 681-691
• 
  Yuhua Gu, Virendra Kumar, Lawrence O. Hall, Dmitry B. Goldgof, Ching-Yen Li, René Korn, Claus Bendtsen, Emmanuel Rios Velazquez, Andre Dekker, Hugo J. W. L. Aerts, Philippe Lambin, Xiuli Li, Jie Tian, Robert A. Gatenby, Robert J. Gillies:
  Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach. 692-702
• 
  Uyen T. V. Nguyen, Alauddin Bhuiyan, Laurence Anthony F. Park, Kotagiri Ramamohanarao:
  An effective retinal blood vessel segmentation method using multi-scale line detection. 703-715
• 
  Ernesto Bribiesca:
  A measure of tortuosity based on chain coding. 716-724

Circle detection, object, symbol spotting

• 
  Cuneyt Akinlar, Cihan Topal:
  EDCircles: A real-time circle detector with a false detection control. 725-740
• 
  Muhammad Farhan, Olli Yli-Harja, Antti Niemistö:
  A novel method for splitting clumps of convex objects incorporating image intensity and using rectangular window-based concavity point-pair search. 741-751
• 
  Anjan Dutta, Josep Lladós, Umapada Pal:
  A symbol spotting approach in graphical documents by hashing serialized graphs. 752-768

Feature, kernel

• 
  Yunming Ye, Qingyao Wu, Joshua Zhexue Huang, Michael K. Ng, Xutao Li:
  Stratified sampling for feature subspace selection in random forests for high dimensional data. 769-787
• 
  Rozenn Dahyot, Jonathan Ruttle:
  Generalised relaxed Radon transform (GR²T) for robust inference. 788-794
• 
  Mehmet Gönen, Ethem Alpaydin:
  Localized algorithms for multiple kernel learning. 795-807

Classification

• 
  Tuan D. Pham:
  Possibilistic nonlinear dynamical analysis for pattern recognition. 808-816
• 
  Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski:
  Tree ensembles for predicting structured outputs. 817-833
• 
  Zhunga Liu, Quan Pan, Jean Dezert:
  A new belief-based K-nearest neighbor classification method. 834-844
• 
  Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa:
  Parsimonious Mahalanobis kernel for the classification of high dimensional data. 845-854
• 
  Juan Diego Rodríguez, Aritz Pérez Martínez, José Antonio Lozano:
  A general framework for the statistical analysis of the sources of variance for classification error estimators. 855-864
• 
  Yan Li, David M. J. Tax, Robert P. W. Duin, Marco Loog:
  Multiple-instance learning as a classifier combining problem. 865-874
• 
  Chang-Dong Wang, Jian-Huang Lai:
  Position regularized Support Vector Domain Description. 875-884
• 
  Jianhua Xu:
  Fast multi-label core vector machine. 885-898
• 
  Jinwei Zhao, Guirong Yan, Boqin Feng, Wentao Mao, Junqing Bai:
  An adaptive support vector regression based on a new sequence of unified orthogonal polynomials. 899-913
• 
  You Ji, Shiliang Sun:
  Multitask multiclass support vector machines: Model and experiments. 914-924
• 
  Chrysi Papalazarou, Peter H. N. de With, Peter M. J. Rongen:
  Sparse-plus-dense-RANSAC for estimation of multiple complex curvilinear models in 2D and 3D. 925-935

Image analysis, segmentation

• 
  Jiwei Hu, Kin-Man Lam:
  An efficient two-stage framework for image annotation. 936-947
• 
  Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan:
  Image collection summarization via dictionary learning for sparse representation. 948-961
• 
  Sheng Zheng, Changcai Yang, Bart L. Kaptein, Emile A. Hendriks, Olivier H. J. Koning, Bang Jun Lei:
  Support value based stent-graft marker detection. 962-975
• 
  Shifeng Chen, Ming Liu, Wei Zhang, Jianzhuang Liu:
  Edge preserving image denoising with a closed form solution. 976-988
• 
  Yu Han, Xiang-Chu Feng, George Baciu, Weiwei Wang:
  Nonconvex sparse regularizer based speckle noise removal. 989-1001
• 
  Hengjun Zhao, Zhaowei Shang, Yuan Yan Tang, Bin Fang:
  Multi-focus image fusion based on the neighbor distance. 1002-1011
• 
  Fengying Xie, Alan C. Bovik:
  Automatic segmentation of dermoscopy images using self-generating neural networks seeded by genetic algorithm. 1012-1019
• 
  Bo Peng, Lei Zhang, David Zhang:
  A survey of graph theoretical approaches to image segmentation. 1020-1038
• 
  Anastasia Bolovinou, Ioannis Pratikakis, Stavros J. Perantonis:
  Bag of spatio-visual words for context inference in scene classification. 1039-1053

Data and samples, text

• 
  Núria Macià, Ester Bernadó-Mansilla, Albert Orriols-Puig, Tin Kam Ho:
  Learner excellence biased by data set selection: A case for data characterisation and artificial data sets. 1054-1066
• 
  Blaise Hanczar, Edward R. Dougherty:
  The reliability of estimated confidence intervals for classification error rates when only a single sample is available. 1067-1077
• 
  Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Neucimar J. Leite, Jorge Stolfi:
  T-HOG: An effective gradient-based descriptor for single line text regions. 1078-1090

Volume 46, Number 4, April 2013

Feature, colour texture

• 
  Guoqiang Zhong, Cheng-Lin Liu:
  Error-correcting output codes based ensemble feature extraction. 1091-1100
• 
  Yong Yang, Shoudong Han, Tianjiang Wang, Wenbing Tao, Xue-Cheng Tai:
  Multilayer graph cuts based unsupervised color-texture image segmentation using multivariate mixed student's t-distribution and regional credibility merging. 1101-1124

Edge, curves

• 
  Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola:
  Quantitative error measures for edge detection. 1125-1139
• 
  Esra Ataer Cansizoglu, Erhan Bas, Jayashree Kalpathy-Cramer, Gregory C. Sharp, Deniz Erdogmus:
  Contour-based shape representation using principal curves. 1140-1150

Face

• 
  Yong Xu, Xingjie Zhu, Zhengming Li, Guang-Hai Liu, Yuwu Lu, Hong Liu:
  Using the original and 'symmetrical face' training samples to perform representation based two-step face recognition. 1151-1158
• 
  Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee:
  Person authentication from neural activity of face-specific visual self-representation. 1159-1169

Gene expression, video

• 
  Dechun Yan, Jiajun Wang:
  Biclustering of gene expression data based on related genes and conditions extraction. 1170-1182
• 
  Wu-Chih Hu, Jung-Fu Hsu:
  Automatic spectral video matting. 1183-1194

Classifier, learning

• 
  Jian Xun Peng, Stuart Ferguson, Karen Rafferty, Victoria Stewart:
  A sequential algorithm for sparse support vector classifiers. 1195-1208
• 
  Zhizheng Liang, Youfu Li, Shixiong Xia:
  Adaptive weighted learning for linear regression problems via Kullback-Leibler divergence. 1209-1219

Comment

• 
  Xuan Vinh Nguyen, James Bailey:
  Comments on supervised feature selection by clustering using conditional mutual information-based distances. 1220-1225

Volume 46, Number 5, May 2013

Clustering, discriminant analysis

• 
  Yonggang Lu, Yi Wan:
  PHA: A fast potential-based hierarchical agglomerative clustering method. 1227-1239
• 
  Ali Husseinzadeh Kashan, Babak Rezaee, Somayyeh Karimiyan:
  An efficient approach for unsupervised fuzzy clustering based on grouping evolution strategies. 1240-1254
• 
  Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben:
  Predicting missing values with biclustering: A coherence-based approach. 1255-1266
• 
  Yi-Ren Yeh, Yu-Chiang Frank Wang:
  A rank-one update method for least squares linear discriminant analysis with concept drift. 1267-1276

Classification, classifiers, ensembles

• 
  Chia-Po Wei, Yu-Wei Chao, Yi-Ren Yeh, Yu-Chiang Frank Wang:
  Locality-sensitive dictionary learning for sparse representation based classification. 1277-1287
• 
  Lori A. Dalton, Edward R. Dougherty:
  Optimal classifiers with minimum expected error within a Bayesian framework - Part II: Properties and performance analysis. 1288-1300
• 
  Lori A. Dalton, Edward R. Dougherty:
  Optimal classifiers with minimum expected error within a Bayesian framework - Part I: Discrete and Gaussian models. 1301-1314
• 
  Esmaeil Atashpaz-Gargari, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
  Relationship between the accuracy of classifier error estimation and complexity of decision boundary. 1315-1322
• 
  Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez:
  How large should ensembles of classifiers be? 1323-1336

Writer identification and historical documents

• 
  Albert Gordo, Alicia Fornés, Ernest Valveny:
  Writer identification in handwritten musical scores with bags of notes. 1337-1345
• 
  Ulrich Reffle, Christoph Ringlstetter:
  Unsupervised profiling of OCRed historical documents. 1346-1357

Images, tracks, segmentation

• 
  Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Tao Shen, Jiebo Luo:
  Local image tagging via graph regularized joint group sparsity. 1358-1368
• 
  Chourmouzios Tsiotsios, Maria Petrou:
  On the choice of the parameters for anisotropic diffusion in image processing. 1369-1381
• 
  Peixiang Dong, Kuizhi Mei, Nanning Zheng, Hao Lei, Jianping Fan:
  Training inter-related classifiers for automatic image classification and annotation. 1382-1395
• 
  Thomas Andrew Lampert, Simon O'Keefe:
  On the detection of tracks in spectrogram images. 1396-1408
• 
  Hui Wang, Hong Zhang, Nilanjan Ray:
  Adaptive shape prior in graph cut image segmentation. 1409-1414

Shape, corner, ellipse

• 
  Said Pertuz, Domenec Puig, Miguel Ángel García:
  Analysis of focus measure operators for shape-from-focus. 1415-1432
• 
  Francisco Albert, D. G. Fernández-Pacheco, Nuria Aleixos:
  New method to find corner and tangent vertices in sketches using parametric cubic curves approximation. 1433-1448
• 
  Dilip K. Prasad, Maylor K. H. Leung, Chai Quek:
  ElliFit: An unconstrained, non-iterative, least squares based geometric Ellipse Fitting method. 1449-1465

Motion, object, pose, face

• 
  Lai Kang, Lingda Wu, Xida Chen, Yee-Hong Yang:
  Practical structure and motion recovery from two uncalibrated images using ε Constrained Adaptive Differential Evolution. 1466-1484
• 
  Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
  A novel shape-based non-redundant local binary pattern descriptor for object detection. 1485-1500
• 
  Prabhu Kaliamoorthi, Ramakrishna Kakarala:
  Parametric annealing: A stochastic search method for human pose tracking. 1501-1510
• 
  Haichao Zhang, Yanning Zhang, Thomas S. Huang:
  Pose-robust face recognition via sparse representation. 1511-1521

Volume 46, Number 6, June 2013

Classifier and classification

• 
  Hakan Cevikalp, Bill Triggs:
  Hyperdisk based large margin classifier. 1523-1531
• 
  Zhe Wang, Changming Zhu, Daqi Gao, Songcan Chen:
  Three-fold structured classifier design based on matrix pattern. 1532-1555
• 
  Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville:
  Unsupervised methods for the classification of hyperspectral images with low spatial resolution. 1556-1568
• 
  Sotirios P. Chatzis, Dimitrios I. Kosmopoulos, Paul Doliotis:
  A conditional random field-based model for joint sequence segmentation and classification. 1569-1578

Discriminant analysis, clustering

• 
  Xiaobo Chen, Jian Yang, David Zhang, Jun Liang:
  Complete large margin linear discriminant analysis using mathematical programming approach. 1579-1594
• 
  Sotirios P. Chatzis:
  A Markov random field-regulated Pitman-Yor process prior for spatially constrained data clustering. 1595-1603
• 
  Xiaobin Zhi, Jiulun Fan, Feng Zhao:
  Fuzzy Linear Discriminant Analysis-guided maximum entropy fuzzy clustering algorithm. 1604-1615

Feature, color

• 
  Jianzhong Wang, Lishan Wu, Jun Kong, Yuxin Li, Baoxue Zhang:
  Maximum weight and minimum redundancy: A novel framework for feature subset selection. 1616-1627
• 
  Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez:
  Color texture classification based on gravitational collapse. 1628-1637

Graph

• 
  Hongyun Zhang, Witold Pedrycz, Duoqian Miao, Caiming Zhong:
  A global structure-based algorithm for detecting the principal graph from complex data. 1638-1647
• 
  Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke:
  Discriminative prototype selection methods for graph embedding. 1648-1657

Handwriting, document

• 
  Verónica Romero, Alicia Fornés, Nicolás Serrano, Joan-Andreu Sánchez, Alejandro H. Toselli, Volkmar Frinken, Enrique Vidal, Josep Lladós:
  The ESPOSALLES database: An ancient marriage license corpus for off-line handwriting recognition. 1658-1669
• 
  Jiangtao Wen, Shumo Li, Jiedi Sun:
  A new binarization method for non-uniform illuminated document images. 1670-1690

Face

• 
  Hu Han, Shiguang Shan, Xilin Chen, Wen Gao:
  A comparative study on illumination preprocessing in face recognition. 1691-1699

Motion, action

• 
  Kenichi Kanatani, Chikara Matsunaga:
  Computing internally constrained motion of 3-D sensor data for motion interpretation. 1700-1709
• 
  Haoran Wang, Chunfeng Yuan, Guan Luo, Weiming Hu, Changyin Sun:
  Action recognition using linear dynamic systems. 1710-1718

Image segmentation

• 
  Hailing Zhou, Jianmin Zheng, Lei Wei:
  Texture aware image segmentation using graph cuts and active contours. 1719-1733
• 
  Ying Wang, Shiming Xiang, Chunhong Pan, LingFeng Wang, Gaofeng Meng:
  Level set evolution with locally linear classification for image segmentation. 1734-1746

Volume 46, Number 7, July 2013

Obituary

• 
  Edwin R. Hancock:
  Maria Petrou (1953-2012). 1747

Special Issue Papers

• 
  Huiyu Zhou, Jianguo Zhang, Liang Wang, Zhengyou Zhang, Lisa M. Brown:
  "Pattern Recognition" special issue: Sparse representation for event recognition in video surveillance. 1748-1749
• 
  Xiaoqin Zhang, Wei Li, Weiming Hu, Haibin Ling, Steve J. Maybank:
  Block covariance based l₁ tracker with a subtle template dictionary. 1750-1761
• 
  Xiaoqiang Lu, Yuan Yuan, Pingkun Yan:
  Robust visual tracking with discriminative sparse learning. 1762-1771
• 
  Shengping Zhang, Hongxun Yao, Xin Sun, Xiusheng Lu:
  Sparse coding based visual tracking: Review and experimental comparison. 1772-1788
• 
  Jiangen Zhang, Benjamin Z. Yao, Yongtian Wang:
  Auto learning temporal atomic actions for activity classification. 1789-1798
• 
  Zhiwu Lu, Yuxin Peng:
  Latent semantic learning with structured sparse representation for human action recognition. 1799-1809
• 
  Li Liu, Ling Shao, Peter I. Rockett:
  Boosted key-frame selection and correlated pyramidal motion-feature representation for human action recognition. 1810-1818
• 
  Xiangrong Zhang, Yang Yang, Licheng Jiao, Feng Dong:
  Manifold-constrained coding and sparse representation for human action recognition. 1819-1831
• 
  Liang Wang, Yizhou Wang, Tingting Jiang, Debin Zhao, Wen Gao:
  Learning discriminative features for fast frame-based action recognition. 1832-1840
• 
  Wei Fu, Jinqiao Wang, Hanqing Lu, Songde Ma:
  Dynamic scene understanding by improved sparse topical coding. 1841-1850
• 
  Yang Cong, Junsong Yuan, Ji Liu:
  Abnormal event detection in crowded scenes using sparse representation. 1851-1864
• 
  Meng Yang, Lei Zhang, Simon C. K. Shiu, David Zhang:
  Gabor feature based robust representation and classification for face recognition with Gabor occlusion dictionary. 1865-1878
• 
  Bao-Di Liu, Yu-Xiong Wang, Yu-Jin Zhang, Bin Shen:
  Learning dictionary on manifolds for image classification. 1879-1890

Regular Papers

• 
  Shanwen Zhang, Ying-Ke Lei, Tianbao Dong, Xiao-Ping Zhang:
  Label propagation based supervised locality projection analysis for plant leaf classification. 1891-1897
• 
  Albert Gordo, Florent Perronnin, Ernest Valveny:
  Large-scale document image retrieval and classification with runlength histograms and binary embeddings. 1898-1905
• 
  Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li:
  Biview face recognition in the shape-texture domain. 1906-1919
• 
  Jianfeng Shen, Wenming Yang, Qingmin Liao:
  Part template: 3D representation for multiview human pose estimation. 1920-1932
• 
  Na Lu, Jharon N. Silva, Yu Gu, Scott Gerber, Hulin Wu, Harris A. Gelbard, Stephen Dewhurst, Hongyu Miao:
  Directional histogram ratio at random probes: A local thresholding criterion for capillary images. 1933-1948
• 
  Chao Zhu, Charles-Edmond Bichot, Liming Chen:
  Image region description using orthogonal combination of local binary patterns enhanced with color information. 1949-1963
• 
  Paolo Di Lazzaro, Daniele Murra, Barrie Schwortz:
  Pattern recognition after image processing of low-contrast images, the case of the Shroud of Turin. 1964-1970
• 
  Yu Han, Xiang-Chu Feng, George Baciu:
  Variational and PCA based natural image segmentation. 1971-1984
• 
  Daeyong Park, Hyeran Byun:
  A unified approach to background adaptation and initialization in public scenes. 1985-1997
• 
  Evangelos G. Karakasis, George A. Papakostas, Dimitris E. Koulouriotis, Vassilios D. Tourassis:
  Generalized dual Hahn moment invariants. 1998-2014
• 
  Brais Cancela, Marcos Ortega, Manuel G. Penedo, Jorge Novo, Noelia Barreira:
  On the use of a minimal path approach for target trajectory analysis. 2015-2027
• 
  Nabila Nouaouria, Mounir Boukadoum, Robert Proulx:
  Particle swarm classification: A survey and positioning. 2028-2044
• 
  Shangping Zhong, Daya Chen, Qiaofen Xu, Tianshun Chen:
  Optimizing the Gaussian kernel function with the formulated kernel target alignment criterion for two-class pattern classification. 2045-2054
• 
  Ignazio Pillai, Giorgio Fumera, Fabio Roli:
  Threshold optimisation for multi-label classifiers. 2055-2065

Volume 46, Number 8, August 2013

Edge, curves, shapes, texture

• 
  Kunal Ray:
  Unsupervised edge detection and noise detection from a single image. 2067-2077
• 
  Yohan D. Fougerolle, Johan Gielis, Frédéric Truchetet:
  A robust evolutionary algorithm for the recovery of rational Gielis curves. 2078-2091
• 
  Vittal Premachandran, Ramakrishna Kakarala:
  Perceptually motivated shape context which uses shape interiors. 2092-2102
• 
  Rouzbeh Maani, Sanjay Kalra, Yee-Hong Yang:
  Noise robust rotation invariant features for texture classification. 2103-2116

Retinal vessel, face, ear

• 
  Yangfan Wang, Guangrong Ji, Ping Lin, Emanuele Trucco:
  Retinal vessel segmentation using multiwavelet kernels and multiscale hierarchical decomposition. 2117-2133
• 
  Zhizhao Feng, Meng Yang, Lei Zhang, Yan Liu, David Zhang:
  Joint discriminative dimensionality reduction and dictionary learning for face recognition. 2134-2143
• 
  Kaimin Yu, Zhiyong Wang, Li Zhuo, Jiajun Wang, Zheru Chi, Dagan Feng:
  Learning realistic facial expressions from web images. 2144-2155
• 
  Zengxi Huang, Yiguang Liu, Chunguang Li, Menglong Yang, Liping Chen:
  A robust face and ear based multimodal biometric system using sparse representation. 2156-2168

Principal component analysis, dimensionality reduction

• 
  Vijaya Kumar Kadappa, Atul Negi:
  Computational and space complexity analysis of SubXPCA. 2169-2174
• 
  Deyu Meng, Yee Leung, Zongben Xu:
  Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds. 2175-2186

Visual tracking, gesture, pedestrian

• 
  Zhidong Li, Weihong Wang, Yang Wang, Fang Chen, Yi Wang:
  Visual tracking by proto-objects. 2187-2201
• 
  S. Padam Priyal, Prabin Kumar Bora:
  A robust static hand gesture recognition system using geometry based normalizations and Krawtchouk moments. 2202-2219
• 
  Thi Hai Binh Nguyen, Hakil Kim:
  Novel and efficient pedestrian detection using bidirectional PCA. 2220-2227

Clustering, classification

• 
  Yiu-ming Cheung, Hong Jia:
  Categorical-and-numerical-attribute data clustering based on a unified similarity metric without knowing cluster number. 2228-2238
• 
  Anindya Halder, Susmita Ghosh, Ashish Ghosh:
  Aggregation pheromone metaphor for semi-supervised classification. 2239-2248
• 
  Matías Di Martino, Guzmán Hernández, Marcelo Fiori, Alicia Fernández:
  A new framework for optimal classifier design. 2249-2255
• 
  Ignazio Pillai, Giorgio Fumera, Fabio Roli:
  Multi-label classification with a reject option. 2256-2266
• 
  Zhen Wang, Yuan-Hai Shao, Tie-Ru Wu:
  A GA-based model selection for smooth twin parametric-margin support vector machine. 2267-2277

Documents, OCR

• 
  Dimitris Arabadjis, Fotios Giannopoulos, Constantin Papaodysseus, Solomon Zannos, Panayiotis Rousopoulos, Mihalis Panagopoulos, Christopher Blackwell:
  New mathematical and algorithmic schemes for pattern classification with application to the identification of writers of important ancient documents. 2278-2296
• 
  Rachid Hedjam, Mohamed Cheriet:
  Historical document image restoration using multispectral imaging system. 2297-2312
• 
  Jun Du, Qiang Huo:
  A discriminative linear regression approach to adaptation of multi-prototype based classifiers and its applications for Chinese OCR. 2313-2322

Learning

• 
  Fanhua Shang, Licheng Jiao, Yuanyuan Liu, Hanghang Tong:
  Semi-supervised learning with nuclear norm regularization. 2323-2336
• 
  Yang Mu, Wei Ding, Dacheng Tao:
  Local discriminative distance metrics ensemble learning. 2337-2349

Image ranking, surfaces

• 
  Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres:
  Image re-ranking and rank aggregation based on similarity of ranked lists. 2350-2360
• 
  Qinggang Meng, Baihua Li, Horst Holstein, Yonghuai Liu:
  Parameterization of point-cloud freeform surfaces using adaptive sequential learning RBFnetworks. 2361-2375

Affine transform

• 
  Xiaohu Song, Damien Muselet, Alain Trémeau:
  Affine transforms between image space and color space for invariant local descriptors. 2376-2389

Volume 46, Number 9, September 2013

Fish ovary, 3D images

• 
  Encarnación González-Rufino, Pilar Carrión, Eva Cernadas, Manuel Fernández Delgado, R. Domínguez-Petit:
  Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary. 2391-2407
• 
  Sang Hyun Park, Soochahn Lee, Il Dong Yun, Sang Uk Lee:
  Hierarchical MRF of globally consistent localized classifiers for 3D medical image segmentation. 2408-2419

Baggage, objects

• 
  Gregory T. Flitton, Toby P. Breckon, Najla Megherbi:
  A comparison of 3D interest point descriptors with application to airport baggage object detection in complex CT imagery. 2420-2436
• 
  Iván González-Díaz, Fernando Díaz-de-María:
  A region-centered topic model for object discovery and category-based image segmentation. 2437-2449

Fingerprint, gestures, face

• 
  Zehira Haddad, Azeddine Beghdadi, Amina Serir, Anissa Mokraoui:
  Wave atoms based compression method for fingerprint images. 2450-2464
• 
  Prawit Sutthiwichaiporn, Vutipong Areekul:
  Adaptive boosted spectral filtering for progressive fingerprint enhancement. 2465-2486
• 
  Michael Schmidt, Gerhard Weber:
  Template based classification of multi-touch gestures. 2487-2496
• 
  Meina Kan, Shiguang Shan, Yu Su, Dong Xu, Xilin Chen:
  Adaptive discriminant learning for face recognition. 2497-2509

Feature extraction, selection

• 
  Viet Cuong Dinh, Robert P. W. Duin, Ignacio Piqueras-Salazar, Marco Loog:
  FIDOS: A generalized Fisher based feature extraction method for domain shift. 2510-2518
• 
  Xinjun Peng, Dong Xu:
  A local information-based feature-selection algorithm for data regression. 2519-2530
• 
  Dehua Liu, Hui Qian, Guang Dai, Zhihua Zhang:
  An iterative SVM approach to feature selection and classification in high-dimensional datasets. 2531-2537

Clustering, learning

• 
  Jim Z. C. Lai, Eric Y. T. Juan, Franklin J. C. Lai:
  Rough clustering using generalized fuzzy clustering algorithm. 2538-2547
• 
  Jyrko Correa-Morris:
  An indication of unification for different clustering approaches. 2548-2561
• 
  Hu Xia, Jian Zhuang, Dehong Yu:
  Novel soft subspace clustering with multi-objective evolutionary approach for high-dimensional data. 2562-2575
• 
  Qianying Wang, Pong Chi Yuen, Guocan Feng:
  Semi-supervised metric learning via topology preserving multiple semi-supervised assumptions. 2576-2587

Barcode, Chinese characters

• 
  Changsheng Chen, Alex C. Kot, Huijuan Yang:
  A two-stage quality measure for mobile phone captured 2D barcode images. 2588-2598
• 
  Xu-Yao Zhang, Cheng-Lin Liu:
  Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition. 2599-2611

Volume 46, Number 10, October 2013

Eye, iris, face

• 
  Shangfei Wang, Zhilei Liu, Peijia Shen, Qiang Ji:
  Eye localization from thermal infrared images. 2613-2621
• 
  Anis Farihan Mat Raffei, Hishammuddin Asmuni, Rohayanti Hassan, Razib M. Othman:
  Feature extraction for different distances of visible reflection iris using multiscale sparse representation of local Radon transform. 2622-2633
• 
  Michal Bereta, Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat:
  Local descriptors in application to the aging problem in face recognition. 2634-2646
• 
  Xinyue Zhao, Zaixing He, Shuyou Zhang, Shun'ichi Kaneko, Yutaka Satoh:
  Robust face recognition using the GAP feature. 2647-2657

Visual saliency, tracking

• 
  Weilong Hou, Xinbo Gao, Dacheng Tao, Xuelong Li:
  Visual saliency detection using information divergence. 2658-2669
• 
  Xiaolong Zhou, Youfu Li, Bingwei He:
  Game-theoretical occlusion handling for multi-target visual tracking. 2670-2684

Region of interest, image annotation, scene

• 
  Gholamreza Rafiee, Satnam Singh Dlay, Wai Lok Woo:
  Region-of-interest extraction in low depth of field images using ensemble clustering and difference of Gaussian approaches. 2685-2699
• 
  Zechao Li, Jing Liu, Changsheng Xu, Hanqing Lu:
  MLRank: Multi-correlation Learning to Rank for image annotation. 2700-2710
• 
  Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
  M⁴L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling. 2711-2723

Biometric images, diabetic retinopathy

• 
  Jianjun Qian, Jian Yang, Guangwei Gao:
  Discriminative histograms of local dominant orientation (D-HLDO) for biometric image feature extraction. 2724-2739
• 
  Meysam Tavakoli, Reza Pourreza-Shahri, Hamid Reza Pourreza, Alireza Mehdizadeh, Touka Banaee, Mohammad Hosein Bahreini Toosi:
  A complementary method for automated detection of microaneurysms in fluorescein angiography fundus images to assess diabetic retinopathy. 2740-2753

Clustering, prototype selection, classifier design

• 
  Wentao Fan, Nizar Bouguila:
  Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection. 2754-2769
• 
  Nele Verbiest, Chris Cornelis, Francisco Herrera:
  FRPS: A Fuzzy Rough Prototype Selection method. 2770-2782
• 
  Mohammad Shahrokh Esfahani, Jason M. Knight, Amin Zollanvari, Byung-Jun Yoon, Edward R. Dougherty:
  Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classification. 2783-2797

Feature selection, handwriting

• 
  Bo Liu, Bin Fang, Xinwang Liu, Jie Chen, Zhenghong Huang, Xiping He:
  Large Margin Subspace Learning for feature selection. 2798-2806
• 
  Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu:
  Transcript mapping for handwritten Chinese documents by integrating character recognition model and geometric context. 2807-2818

Graph matching, ECOC, matrix factorization

• 
  Wei Feng, Zhi-Qiang Liu, Liang Wan, Chi-Man Pun, Jianmin Jiang:
  A spectral-multiplicity-tolerant approach to robust graph matching. 2819-2829
• 
  Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
  A genetic-based subspace analysis method for improving Error-Correcting Output Coding. 2830-2839
• 
  Jim Jing-Yan Wang, Halima Bensmail, Xin Gao:
  Multiple graph regularized nonnegative matrix factorization. 2840-2847

Volume 46, Number 11, November 2013

Cell tracking, objects, interest point

• 
  Andrey Kan, Christopher Leckie, James Bailey, John Markham, Rajib Chakravorty:
  Measures for ranking cell trackers without manual validation. 2849-2859
• 
  Yuexing Han:
  Recognize objects with three kinds of information in landmarks. 2860-2873
• 
  Jianru Xue, Le Wang, Nanning Zheng, Gang Hua:
  Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting. 2874-2889
• 
  Zhenwei Miao, Xudong Jiang:
  Interest point detection using rank order LoG filter. 2890-2901

Images, CT

• 
  Yanfei Zhong, Liangpei Zhang:
  Sub-pixel mapping based on artificial immune systems for remote sensing imagery. 2902-2926
• 
  Jun Wu, Hong Shen, Yidong Li, Zhi-Bo Xiao, Mingyu Lu, Chun-Li Wang:
  Learning a hybrid similarity measure for image retrieval. 2927-2939
• 
  Costas Panagiotakis, Harris Papadakis, Ilias Grinias, Nikos Komodakis, Paraskevi Fragopoulou, Georgios Tziritas:
  Interactive image segmentation based on synthetic graph coordinates. 2940-2952
• 
  Wesley Nunes Gonçalves, Odemir Martinez Bruno:
  Combining fractal and deterministic walkers for texture analysis and classification. 2953-2968
• 
  Yuanzhi Cheng, Shengjun Zhou, Yadong Wang, Changyong Guo, Jing Bai, Shinichi Tamura:
  Automatic segmentation technique for acetabulum and femoral head in CT images. 2969-2984

3D

• 
  Vincent Barra, Silvia Biasotti:
  3D shape retrieval using Kernels on Extended Reeb Graphs. 2985-2999
• 
  Roberto Gallea, Edoardo Ardizzone, Roberto Pirrone, Orazio Gambino:
  Three-dimensional Fuzzy Kernel Regression framework for registration of medical volume data. 3000-3016

Discriminant analysis, clustering

• 
  Amin Zollanvari, Jianping Hua, Edward R. Dougherty:
  Analytical study of performance of linear discriminant analysis in stochastic settings. 3017-3029
• 
  Guénaël Cabanes, Younès Bennani, Renaud Destenay, André Hardy:
  A new topological clustering algorithm for interval data. 3030-3039
• 
  Airel Pérez Suárez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Eladio Medina-Pagola:
  An algorithm based on density and compactness for dynamic overlapping clustering. 3040-3055
• 
  Wei Zhang, Deli Zhao, Xiaogang Wang:
  Agglomerative clustering via maximum incremental path integral. 3056-3065

Kernel

• 
  Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud:
  Non-negativity constraints on the pre-image for pattern recognition with kernel machines. 3066-3080
• 
  Tao Sun, Licheng Jiao, Fang Liu, Shuang Wang, Jie Feng:
  Selective multiple kernel learning for classification with ensemble strategy. 3081-3090

Face, action

• 
  Muwei Jian, Kin-Man Lam, Junyu Dong:
  A novel face-hallucination scheme based on singular value decomposition. 3091-3102
• 
  Chia-Te Liao, Hui-Ju Chuang, Chih-Hsueh Duan, Shang-Hong Lai:
  Learning spatial weighting for facial expression analysis via constrained quadratic programming. 3103-3116
• 
  Shyi-Chyi Cheng, Kwang-Yu Cheng, Yi-Ping Phoebe Chen:
  GHT-based associative memory learning and its application to Human action detection and classification. 3117-3128

Feature

• 
  Jian Hou, Marcello Pelillo:
  A simple feature combination method based on dominant sets. 3129-3139
• 
  Youness Aliyari Ghassabeh, Tamás Linder, Glen Takahara:
  On some convergence properties of the subspace constrained mean shift. 3140-3147

Errata and comments

• 
  Thai V. Hoang, Salvatore Tabbone:
  Errata and comments on "Generic orthogonal moments: Jacobi-Fourier moments for invariant image description". 3148-3155

Volume 46, Number 12, December 2013

Eye, iris, fingerprints

• 
  Fengyi Song, Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou:
  A literature survey on robust and efficient eye localization in real-life scenarios. 3157-3173
• 
  Shaaban A. Sahmoud, Ibrahim S. I. Abuhaiba:
  Efficient iris segmentation method in unconstrained environments. 3174-3185
• 
  Kai Cao, Liaojun Pang, Jimin Liang, Jie Tian:
  Fingerprint classification by a hierarchical classifier. 3186-3197
• 
  V. S. Hari, V. P. Jagathy Raj, R. Gopikakumari:
  Unsharp masking using quadratic filter for the enhancement of fingerprints in noisy background. 3198-3207

Gesture, pose, action

• 
  Yin Zhou, Kai Liu, Rafael E. Carrillo, Kenneth E. Barner, Fouad E. Kiamilev:
  Kernel-based sparse representation for gesture recognition. 3208-3222
• 
  Suman Sedai, Mohammed Bennamoun, Du Q. Huynh:
  Discriminative fusion of shape and appearance features for human pose estimation. 3223-3237
• 
  Georgios Goudelis, Kostas Karpouzis, Stefanos D. Kollias:
  Exploring trace transform for robust human action recognition. 3238-3248

Tissues, texture, images, points, objects

• 
  Jim Jing-Yan Wang, Halima Bensmail, Xin Gao:
  Joint learning and weighting of visual vocabulary for bag-of-feature based tissue classification. 3249-3255
• 
  Rahul Das Gupta, Jatindra Kumar Dash, Sudipta Mukhopadhyay:
  Rotation invariant textural feature extraction for image retrieval using eigen value analysis of intensity gradients and multi-resolution analysis. 3256-3267
• 
  Bongjoe Kim, Hunjae Yoo, Kwanghoon Sohn:
  Exact order based feature descriptor for illumination robust image matching. 3268-3278
• 
  Phen-Lan Lin, Po-Whei Huang, Cheng-Hsiung Lee, Ming-Ting Wu:
  Automatic classification for solitary pulmonary nodule in CT image by fractal analysis based on fractional Brownian motion model. 3279-3287
• 
  Onur Seref, Christopher W. Zobel:
  Recursive voids for identifying a nonconvex boundary of a set of points in the plane. 3288-3299
• 
  Kirt D. Lillywhite, Dah-Jye Lee, Beau J. Tippetts, James K. Archibald:
  A feature construction method for general object recognition. 3300-3314

Features, multimodal

• 
  Gunawan Herman, Bang Zhang, Yang Wang, Getian Ye, Fang Chen:
  Mutual information-based method for selecting informative feature sets. 3315-3327
• 
  Jiyong Oh, Nojun Kwak, Minsik Lee, Chong-Ho Choi:
  Generalized mean for feature extraction in one-class classification problems. 3328-3340
• 
  Norman Poh, Arun Ross, Weifeng Lee, Josef Kittler:
  A user-specific and selective multimodal biometric fusion strategy by ranking subjects. 3341-3357
• 
  Dimitrios Rafailidis, Stavroula Manolopoulou, Petros Daras:
  A unified framework for multimodal retrieval. 3358-3370

Clustering, regression

• 
  Amir Daneshgar, Ramin Javadi, Basir Shariat Razavi:
  Clustering and outlier detection using isoperimetric number of trees. 3371-3382
• 
  Sérgio Ricardo de Melo Queiroz, Francisco de A. T. de Carvalho, Yves Lechevallier:
  Nonlinear multicriteria clustering based on multiple dissimilarity matrices. 3383-3394
• 
  José Hernández-Orallo:
  ROC curves for regression. 3395-3411

Classifiers, classification

• 
  Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera:
  Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers. 3412-3424
• 
  Jerónimo Hernández-González, Iñaki Inza, José Antonio Lozano:
  Learning Bayesian network classifiers from label proportions. 3425-3440
• 
  Nicholas Vretos, Anastasios Tefas, Ioannis Pitas:
  Using robust dispersion estimation in support vector machines. 3441-3451
• 
  Akira Hayashi, Kazunori Iwata, Nobuo Suematsu:
  Marginalized Viterbi algorithm for hierarchical hidden Markov models. 3452-3459
• 
  Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera:
  EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling. 3460-3471
• 
  Anu Thomas, B. John Oommen:
  Order statistics-based parametric classification for multi-dimensional distributions. 3472-3482
• 
  Houtao Deng, George C. Runger:
  Gene selection with guided regularized random forest. 3483-3489
• 
  Chesner Désir, Simon Bernard, Caroline Petitjean, Laurent Heutte:
  One class random forests. 3490-3506
• 
  Michael Kemmler, Erik Rodner, Esther-Sabrina Wacker, Joachim Denzler:
  One-class classification with Gaussian processes. 3507-3518

Learning

• 
  Jiayi Ma, Ji Zhao, Jinwen Tian, Xiang Bai, Zhuowen Tu:
  Regularized vector field learning with sparse approximation for mismatch removal. 3519-3532
• 
  Rong Wang, Bir Bhanu, Ninad Thakoor:
  Learning small gallery size for prediction of recognition performance on large populations. 3533-3547
• 
  Gao Huang, Shiji Song, Jatinder N. D. Gupta, Cheng Wu:
  A second order cone programming approach for semi-supervised learning. 3548-3558