Pattern Recognition, Volume 48

Volume 48, Number 1, January 2015

Features

• 
  Shiping Wang, Witold Pedrycz, Qingxin Zhu, William Zhu:
  Subspace learning for unsupervised feature selection via matrix factorization. 10-19
• 
  Wankou Yang, Zhenyu Wang, Changyin Sun:
  A collaborative representation based projections method for feature extraction. 20-27

Classification, nearest neighbour

• 
  Mikel Galar, Alberto Fernández, Edurne Barrenechea, Francisco Herrera:
  DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems. 28-42
• 
  Lixia Hu:
  A note on order statistics-based parametric pattern classification. 43-49
• 
  Xianchang Wang, Xiaodong Liu, Witold Pedrycz, Lishi Zhang:
  Fuzzy rule based decision trees. 50-59
• 
  Radu Timofte, Luc Van Gool:
  Iterative Nearest Neighbors. 60-72

Face, signature

• 
  Jaeik Jo, Heeseung Choi, Ig-Jae Kim, Jaihie Kim:
  Single-view-based 3D facial reconstruction method robust against pose variations. 73-85
• 
  Ying-Han Pang, Andrew Beng Jin Teoh, Fu San Hiew:
  Locality Regularization Embedding for face verification. 86-102
• 
  Yasmine Guerbai, Youcef Chibani, Bilal Hadjadji:
  The effective use of the one-class SVM classifier for handwritten signature verification based on writer-independent parameters. 103-113

License plate, object

• 
  Shouyuan Yu, Baopu Li, Qi Zhang, Changchun Liu, Max Q.-H. Meng:
  A novel license plate location method based on wavelet transform and EMD analysis. 114-125
• 
  Se-In Jang, Kwontaeg Choi, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim:
  Object tracking based on an online learning network with total error rate minimization. 126-139

Line drawing, point sets

• 
  Hacer Yalim Keles, Sibel Tari:
  A robust method for scale independent detection of curvature-based criticalities and intersections in line drawings. 140-155
• 
  Yang Yang, Sim Heng Ong, Kelvin Weng Chiong Foong:
  A robust global and local mixture distance based non-rigid point set registration. 156-173

Image, web-image, scene

• 
  S. Hamid Amiri, Mansour Jamzad:
  Automatic image annotation using semi-supervised generative modeling. 174-188
• 
  Xiao-Feng Wang, Hai Min, Le Zou, Yi-Gang Zhang:
  A novel level set method for image segmentation by incorporating local statistical analysis and global similarity measurement. 189-204
• 
  Ning Zhou, Jianping Fan:
  Automatic image-text alignment for large-scale web image indexing and retrieval. 205-219
• 
  Xida Chen, Yee-Hong Yang:
  Scene adaptive structured light using error detection and correction. 220-230

Sparse, Dimensionality reduction

• 
  Zheng Pan, Changshui Zhang:
  Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression. 231-243
• 
  Gang Wu, Wei Xu, Huan Leng:
  Inexact and incremental bilinear Lanczos components algorithms for high dimensionality reduction and image reconstruction. 244-263

Learning, ROC curve

• 
  Veronika Cheplygina, David M. J. Tax, Marco Loog:
  Multiple instance learning with bag dissimilarities. 264-275
• 
  Shijun Wang, Diana Li, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Ronald M. Summers:
  Optimizing area under the ROC curve using semi-supervised learning. 276-287

Volume 48, Number 2, February 2015

Special Section on Graph-based Representations in Pattern Recognition 2013; Edited by Professor Walter Kropatsch, Dr. Nicole M. Artner, Dr. Yll Haxhimusa, Professor Xiaoyi Jiang

• 
  Mario Vento:
  A long trip in the charming world of graphs for Pattern Recognition. 291-301
• 
  Christine Solnon, Guillaume Damiand, Colin de la Higuera, Jean-Christophe Janodet:
  On the complexity of submap isomorphism and maximum common submap problems. 302-316
• 
  Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao:
  Efficient subgraph matching using topological node feature constraints. 317-330
• 
  Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke:
  Approximation of graph edit distance based on Hausdorff matching. 331-343
• 
  Lu Bai, Luca Rossi, Andrea Torsello, Edwin R. Hancock:
  A quantum Jensen-Shannon graph kernel for unattributed graphs. 344-355
• 
  Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin:
  Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. 356-367
• 
  Samuel de Sousa, Walter G. Kropatsch:
  Graph-based point drift: Graph centrality on the registration of point-sets. 368-379
• 
  Zhengwang Wu, Xiaoyi Jiang, Nanning Zheng, Yuehu Liu, Da-Chuan Cheng:
  Exact solution to median surface problem using 3D graph search and application to parameter space exploration. 380-390
• 
  Harish Chintakunta, Thanos Gentimis, Rocío González-Díaz, María José Jiménez, Hamid Krim:
  An entropy-based persistence barcode. 391-401

Regular Papers

• 
  Zhiyang Li, Wenyu Qu, Junjie Cao, Heng Qi, Milos Stojmenovic:
  ECDS: An effective shape signature using electrical charge distribution on the shape. 402-410
• 
  Tommaso De Marco, Dario Cazzato, Marco Leo, Cosimo Distante:
  Randomized circle detection with isophotes curvature analysis. 411-421
• 
  Tak-Wai Hui, Ronald Chung:
  Determining shape and motion from monocular camera: A direct approach using normal flows. 422-437
• 
  Pengfei Zhu, Wangmeng Zuo, Lei Zhang, Qinghua Hu, Simon C. K. Shiu:
  Unsupervised feature selection by regularized self-representation. 438-446
• 
  Jin Xie, Lei Zhang, Jane You, Simon C. K. Shiu:
  Effective texture classification by texton encoding induced statistical features. 447-457
• 
  Salman H. Khan, Muhammad Ali Akbar, Farrukh Shahzad, Muddassar Farooq, Zeashan H. Khan:
  Secure biometric template generation for multi-factor authentication. 458-472
• 
  Hye-Wuk Jung, Jee-Hyong Lee:
  Noisy and incomplete fingerprint classification using local ridge distribution models. 473-484
• 
  Min Xian, Yingtao Zhang, Heng-Da Cheng:
  Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains. 485-497
• 
  Zhiwu Lu, Liwei Wang:
  Learning descriptive visual representation for image classification and annotation. 498-508
• 
  Abdeslam Hmimid, Mhamed Sayyouri, Hassan Qjidaa:
  Fast computation of separable two-dimensional discrete invariant moments for image classification. 509-521
• 
  Shaohui Mei, Genliang Guan, Zhiyong Wang, Shuai Wan, Mingyi He, David Dagan Feng:
  Video summarization via minimum sparse reconstruction. 522-533
• 
  Yousri Kessentini, Thomas Burger, Thierry Paquet:
  A Dempster-Shafer Theory based combination of handwriting recognition systems with multiple rejection strategies. 534-544
• 
  Marçal Rusiñol, David Aldavert, Ricardo Toledo, Josep Lladós:
  Efficient segmentation-free keyword spotting in historical document collections. 545-555
• 
  Rim Slama, Hazem Wannous, Mohamed Daoudi, Anuj Srivastava:
  Accurate 3D action recognition using learning on the Grassmann manifold. 556-567
• 
  Luís Santos, Kamrad Khoshhal, Jorge Dias:
  Trajectory-based human action segmentation. 568-579
• 
  Shun Zhang, Jinjun Wang, Zelun Wang, Yihong Gong, Yuehu Liu:
  Multi-target tracking by learning local-to-global trajectory models. 580-590
• 
  José Barranquero, Jorge Díez, Juan José del Coz:
  Quantification-oriented learning based on reliable classifiers. 591-604
• 
  Zhiwu Lu, Liwei Wang:
  Noise-robust semi-supervised learning via fast sparse coding. 605-612

Volume 48, Number 3, March 2015

Special Issue Papers

• 
  Djamel Bouchaffra, Mohamed Cheriet, Pierre-Marc Jodoin, Diane M. Beck:
  Machine learning and pattern recognition models in change detection. 613-615
• 
  Boualem Boashash, Ghasem Azemi, Nabeel Ali Khan:
  Principles of time-frequency feature extraction for change detection in non-stationary signals: Applications to newborn EEG abnormality detection. 616-627
• 
  Abdur Rahim Mohammad Forkan, Ibrahim Khalil, Zahir Tari, Sebti Foufou, Abdelaziz Bouras:
  A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living. 628-641
• 
  Nazre Batool, Rama Chellappa:
  Fast detection of facial wrinkles based on Gabor features using image morphology and geometric constraints. 642-658
• 
  Haider Raza, Girijesh Prasad, Yuhua Li:
  EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments. 659-669
• 
  Tae-Koo Kang, In-Hwan Choi, Myo-Taeg Lim:
  MDGHM-SURF: A robust local image descriptor based on modified discrete Gaussian-Hermite moment. 670-684
• 
  Ganchao Liu, Licheng Jiao, Fang Liu, Hua Zhong, Shuang Wang:
  A new patch based change detector for polarimetric SAR data. 685-695
• 
  Arash Gharehbaghi, Per Ask, Ankica Babic:
  A pattern recognition framework for detecting dynamic changes on cyclic time series. 696-708
• 
  Iván Huerta, Marco Pedersoli, Jordi Gonzàlez, Alberto Sanfeliu:
  Combining where and what in change detection for unsupervised foreground learning in surveillance. 709-719
• 
  Jonathan Boisvert, Marc-Antoine Drouin, Pierre-Marc Jodoin:
  High-speed transition patterns for video projection, 3D reconstruction, and copyright protection. 720-731

Regular Papers

• 
  Dong Li, Kin-Man Lam:
  Design and learn distinctive features from pore-scale facial keypoints. 732-745
• 
  Baiqiang Xia, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Lahoucine Ballihi:
  Combining face averageness and symmetry for 3D-based gender classification. 746-758
• 
  David Rim, Md. Kamrul Hasan, Fannie Puech, Christopher J. Pal:
  Learning from weakly labeled faces and video in the wild. 759-771
• 
  Jiayi Ma, Ji Zhao, Yong Ma, Jinwen Tian:
  Non-rigid visible and infrared face registration via regularized Gaussian fields criterion. 772-784
• 
  Kuizhi Mei, Ji Zhang, Guohui Li, Bao Xi, Nanning Zheng, Jianping Fan:
  Training more discriminative multi-class classifiers for hand detection. 785-797
• 
  Sruti Das Choudhury, Tardi Tjahjadi:
  Robust view-invariant multiscale gait recognition. 798-811
• 
  Ali Emami, Mehrtash Tafazzoli Harandi, Farhad Dadgostar, Brian C. Lovell:
  Novelty detection in human tracking based on spatiotemporal oriented energies. 812-826
• 
  Ursina Caluori, Klaus Simon:
  DETEXTIVE optical character recognition with pattern matching on-the-fly. 827-836
• 
  Nina S. T. Hirata, Frank D. Julca-Aguilar:
  Matching based ground-truth annotation for online handwritten mathematical expressions. 837-848
• 
  Yousef Elarian, Irfan Ahmad, Sameh Awaida, Wasfi G. Al-Khatib, Abdelmalek B. C. Zidouri:
  An Arabic handwriting synthesis system. 849-861
• 
  Nabin Sharma, Palaiahnakote Shivakumara, Umapada Pal, Michael Blumenstein, Chew Lim Tan:
  Piece-wise linearity based method for text frame classification in video. 862-881
• 
  Hang Chang, Quan Wen, Bahram Parvin:
  Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set. 882-893
• 
  Bharath Ramesh, Cheng Xiang, Tong Heng Lee:
  Shape classification using invariant features and contextual information in the bag-of-words model. 894-906
• 
  Yang Cong, Shuai Wang, Ji Liu, Jun Cao, Yunsheng Yang, Jiebo Luo:
  Deep sparse feature selection for computer aided endoscopy diagnosis. 907-917
• 
  Gerhard X. Ritter, José Angel Nieves-Vazquez, Gonzalo Urcid:
  A simple statistics-based nearest neighbor cluster detection algorithm. 918-932
• 
  Marzie Zarinbal, Mohammad Hossein Fazel Zarandi, I. Burhan Türksen:
  Relative entropy collaborative fuzzy clustering method. 933-940
• 
  Alexander Kolesnikov, Elena Trichina, Tuomo Kauranne:
  Estimating the number of clusters in a numerical data set via quantization error modeling. 941-952
• 
  Ahmad Ali Abin, Hamid Beigy:
  Active constrained fuzzy clustering: A multiple kernels learning approach. 953-967
• 
  Yujian Li, Qiangkui Leng:
  Alternating multiconlitron: A novel framework for piecewise linear classification. 968-975
• 
  Mojtaba Seyedhosseini, Tolga Tasdizen:
  Disjunctive normal random forests. 976-983
• 
  Jalal A. Nasiri, Nasrollah Moghadam Charkari, Saeed Jalili:
  Least squares twin multi-class classification support vector machine. 984-992
• 
  Priyanka Mukhopadhyay, Bidyut B. Chaudhuri:
  A survey of Hough Transform. 993-1010
• 
  Taisong Jin, Jun Yu, Jane You, Kun Zeng, Cuihua Li, Zhengtao Yu:
  Low-rank matrix factorization with multiple Hypergraph regularizer. 1011-1022

Volume 48, Number 4, April 2015

Special Issue Papers

• 
  José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Joaquín Salas Rodríguez, Gabriella Sanniti di Baja:
  Pattern recognition applications in computer vision and image analysis. 1025-1026
• 
  Virginio Cantoni, Chiara Galdi, Michele Nappi, Marco Porta, Daniel Riccio:
  GANT: Gaze analysis technique for human identification. 1027-1038
• 
  Samuele Salti, Alioscia Petrelli, Federico Tombari, Nicola Fioraio, Luigi Di Stefano:
  Traffic sign detection via interest region extraction. 1039-1049
• 
  Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
  Local contrast phase descriptor for fingerprint liveness detection. 1050-1058
• 
  James Duyck, Chelsea Finn, Andy Hutcheon, Pablo Vera, Joaquín Salas, Sai Ravela:
  Sloop: A pattern retrieval engine for individual animal identification. 1059-1073
• 
  Sara Iodice, Alfredo Petrosino:
  Salient feature based graph matching for person re-identification. 1074-1085
• 
  Giovanni Maria Farinella, Daniele Ravì, Valeria Tomaselli, Mirko Guarnera, Sebastiano Battiato:
  Representing scenes for real-time context classification on mobile devices. 1086-1100
• 
  Oleg Starostenko, Claudia Cruz-Perez, Fernando Uceda-Ponga, Vicente Alarcón Aquino:
  Breaking text-based CAPTCHAs with variable word and character orientation. 1101-1112
• 
  Bok-Suk Shin, Diego Caudillo, Reinhard Klette:
  Evaluation of two stereo matchers on long real-world video sequences. 1113-1124
• 
  Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira, Antonio Fernando Catelli Infantosi:
  Improving classification performance of breast lesions on ultrasonography. 1125-1136
• 
  Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia:
  Self-adaptive SOM-CNN neural system for dynamic object detection in normal and complex scenarios. 1137-1149
• 
  Helena Molina-Abril, Pedro Real, Akira Nakamura, Reinhard Klette:
  Connectivity calculus of fractal polyhedrons. 1150-1160
• 
  Edgar Roman-Rangel, Stéphane Marchand-Maillet:
  Shape-based detection of Maya hieroglyphs using weighted bag representations. 1161-1173
• 
  Olivier Kihl, David Picard, Philippe Henri Gosselin:
  A unified framework for local visual descriptors evaluation. 1174-1184
• 
  Alicia Fernández, Alvaro Gómez, Federico Lecumberry, Alvaro Pardo, Ignacio Ramírez:
  Pattern Recognition in Latin America in the "Big Data" Era. 1185-1196

Regular Papers

• 
  Adrien Delaye, Kibok Lee:
  A flexible framework for online document segmentation by pairwise stroke distance learning. 1197-1210
• 
  Guoqiang Zhong, Mohamed Cheriet:
  Tensor representation learning based image patch analysis for text identification and recognition. 1211-1224
• 
  Yanwei Wang, Qiang Fu, Xiaoqing Ding, Changsong Liu:
  Importance sampling based discriminative learning for large scale offline handwritten Chinese character recognition. 1225-1234
• 
  Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam:
  A Curvelet-based approach for textured 3D face recognition. 1235-1246
• 
  Wonjun Hwang, Xiangsheng Huang, Stan Z. Li, Junmo Kim:
  Face recognition using Extended Curvature Gabor classifier bunch. 1247-1260
• 
  Maria De Marsico, Michele Nappi, Daniel Riccio, Harry Wechsler:
  Robust face recognition after plastic surgery using region-based approaches. 1261-1276
• 
  Zhanpeng Zhang, Wei Zhang, Huijun Ding, Jianzhuang Liu, Xiaoou Tang:
  Hierarchical facial landmark localization via cascaded random binary patterns. 1277-1288
• 
  Trung Ngo Thanh, Yasushi Makihara, Hajime Nagahara, Yasuhiro Mukaigawa, Yasushi Yagi:
  Similar gait action recognition using an inertial sensor. 1289-1301
• 
  RaviKiran Krishnan, Sudeep Sarkar:
  Conditional distance based matching for one-shot gesture recognition. 1302-1314
• 
  Xiujun Zhang, Chen Xu, Min Li, Robert K. F. Teng:
  Study of visual saliency detection via nonlocal anisotropic diffusion equation. 1315-1327
• 
  Chi-Ho Chan, Fei Yan, Josef Kittler, Krystian Mikolajczyk:
  Full ranking as local descriptor for visual recognition: A comparison of distance metrics on s_n. 1328-1336
• 
  Chen Xia, Fei Qi, Guangming Shi, Pengjin Wang:
  Nonlocal center-surround reconstruction-based bottom-up saliency estimation. 1337-1348
• 
  Kaspar Riesen, Horst Bunke:
  Improving bipartite graph edit distance approximation using various search strategies. 1349-1363
• 
  Francesc Serratosa, Xavier Cortés:
  Interactive graph-matching using active query strategies. 1364-1373
• 
  Dong Liang, Shun'ichi Kaneko, Manabu Hashimoto, Kenji Iwata, Xinyue Zhao:
  Co-occurrence probability-based pixel pairs background model for robust object detection in dynamic scenes. 1374-1390
• 
  Attila Tanács, Joakim Lindblad, Natasa Sladoje, Zoltan Kato:
  Estimation of linear deformations of 2D and 3D fuzzy objects. 1391-1403
• 
  Abdul Nurunnabi, Geoff A. W. West, David Belton:
  Outlier detection and robust normal-curvature estimation in mobile laser scanning 3D point cloud data. 1404-1419
• 
  Wendy Aguilar, Ernesto Bribiesca:
  Symmetry detection in 3D chain coded discrete curves and trees. 1420-1439
• 
  Chang Liu, Weiduo Hu:
  Ellipse fitting for imaged cross sections of a surface of revolution. 1440-1454
• 
  Guojun Gan, Michael Kwok-Po Ng:
  Subspace clustering using affinity propagation. 1455-1464
• 
  Kadim Tasdemir, Berna Yalçin, Isa Yildirim:
  Approximate spectral clustering with utilized similarity information using geodesic based hybrid distance measures. 1465-1477
• 
  Frank de Morsier, Devis Tuia, Maurice Borgeaud, Volker Gass, Jean-Philippe Thiran:
  Cluster validity measure and merging system for hierarchical clustering considering outliers. 1478-1489
• 
  Changming Zhu, Daqi Gao:
  Improved multi-kernel classification machine with Nyström approximation technique. 1490-1509
• 
  Jorge López Lázaro, José R. Dorronsoro:
  Linear convergence rate for the MDM algorithm for the Nearest Point Problem. 1510-1522
• 
  Enrique Leyva, Antonio González Muñoz, Raúl Pérez:
  Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective. 1523-1537
• 
  Swathikiran Sudhakaran, Alex Pappachen James:
  Sparse distributed localized gradient fused features of objects. 1538-1546
• 
  Hai Min, Wei Jia, Xiao-Feng Wang, Yang Zhao, Rong-Xiang Hu, Yue-Tong Luo, Feng Xue, Jing-Ting Lu:
  An Intensity-Texture model based level set method for image segmentation. 1547-1562
• 
  Minyoung Kim:
  Greedy approaches to semi-supervised subspace learning. 1563-1570
• 
  Bin Xiao, Weisheng Li, Guo-Yin Wang:
  Errata and comments on "Orthogonal moments based on exponent functions: Exponent-Fourier moments". 1571-1573
• 
  David Emms, Simone Severini, Richard C. Wilson, Edwin R. Hancock:
  Corrigendum to "Coined quantum walks lift the cospectrality of graphs and trees" [Pattern Recognition 42 (9) (2009) 1988-2002]. 1574-1575

Volume 48, Number 5, May 2015

Classification & discriminant analysis

• 
  Husheng Guo, Wenjian Wang:
  An active learning-based SVM multi-class classification model. 1577-1597
• 
  Miguel Carrasco, Julio López, Sebastián Maldonado:
  A multi-class SVM approach based on the l₁-norm minimization of the distances between the reduced convex hulls. 1598-1607
• 
  Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan:
  Improving kNN multi-label classification in Prototype Selection scenarios using class proposals. 1608-1622
• 
  Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou:
  A novel ensemble method for classifying imbalanced data. 1623-1637
• 
  Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu, Kaixuan Rong, Tao Xiong:
  A novel dynamic rough subspace based selective ensemble. 1638-1652
• 
  Cigdem Beyan, Robert B. Fisher:
  Classifying imbalanced data sets using similarity based hierarchical decomposition. 1653-1672
• 
  Jianping Fan, Ji Zhang, Kuizhi Mei, Jinye Peng, Ling Gao:
  Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection. 1673-1687
• 
  Shasha Mao, Licheng Jiao, Lin Xiong, Shuiping Gou, Bo Chen, Sai-Kit Yeung:
  Weighted classifier ensemble based on quadratic form. 1688-1706
• 
  Huang-Chia Shih, Kuan-Chun Yu:
  SPiraL Aggregation Map (SPLAM): A new descriptor for robust template matching with fast algorithm. 1707-1723
• 
  Huawen Liu, Zongjie Ma, Shichao Zhang, Xindong Wu:
  Penalized partial least square discriminant analysis with l₁ for multi-label data. 1724-1733
• 
  Chuntao Ding, Li Zhang:
  Double adjacency graphs-based discriminant neighborhood embedding. 1734-1742

Activity, pedestrian, motion

• 
  Anastasios Drosou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Konstantinos Moustakas, Maria Petrou:
  Activity related authentication using prehension biometrics. 1743-1759
• 
  Peixi Peng, Yonghong Tian, Yaowei Wang, Jia Li, Tiejun Huang:
  Robust multiple cameras pedestrian detection with multi-view Bayesian network. 1760-1772
• 
  Chern Hong Lim, Ekta Vats, Chee Seng Chan:
  Fuzzy human motion analysis: A review. 1773-1796

Feature

• 
  Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo:
  Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. 1797-1811
• 
  Cecille Freeman, Dana Kulic, Otman A. Basir:
  An evaluation of classifier-specific filter measure performance for feature selection. 1812-1826
• 
  Hui Yan, Jian Yang:
  Sparse discriminative feature selection. 1827-1835

Image, object detection

• 
  Rahul Upneja, Chandan Singh:
  Fast computation of Jacobi-Fourier moments for invariant image recognition. 1836-1843
• 
  Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez, F. Xavier Roca:
  A coarse-to-fine approach for fast deformable object detection. 1844-1853

Dimension reduction, clustering

• 
  Abdollah Nazarpour, Peyman Adibi:
  Two-stage multiple kernel learning for supervised dimensionality reduction. 1854-1862
• 
  Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie:
  Pareto models for discriminative multiclass linear dimensionality reduction. 1863-1877
• 
  Javad Hamidzadeh, Reza Monsefi, Hadi Sadoghi Yazdi:
  IRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering. 1878-1889

Arabic, eigenvector, harmonic function, learning

• 
  Mohamed Nidhal Abdi, Maher Khemakhem:
  A model-based approach to offline text-independent Arabic writer identification and verification. 1890-1903
• 
  Ming Lin, Fei Wang, Changshui Zhang:
  Large-scale eigenvector approximation via Hilbert Space Embedding Nyström. 1904-1912
• 
  Dimitrios Charalampidis:
  Efficient steerable circular harmonic functions. 1913-1924
• 
  Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren:
  META-DES: A dynamic ensemble selection framework using meta-learning. 1925-1935

Volume 48, Number 6, June 2015

Eye, pedestrian

• 
  Philip A. Legg, Paul L. Rosin, A. David Marshall, James E. Morgan:
  Feature Neighbourhood Mutual Information for multi-modal image registration: An application to eye fundus imaging. 1937-1946
• 
  Xinyue Zhao, Zaixing He, Shuyou Zhang, Dong Liang:
  Robust pedestrian detection in thermal infrared imagery using a shape distribution histogram feature and modified sparse representation classification. 1947-1960

Baggage, vehicle

• 
  André Mouton, Toby P. Breckon:
  Materials-based 3D segmentation of unknown objects from dual-energy computed tomography imagery in baggage security screening. 1961-1978
• 
  Li-Chih Chen, Jun-Wei Hsieh, Yilin Yan, Duan-Yu Chen:
  Vehicle make and model recognition using sparse representation and symmetrical SURFs. 1979-1998

Handwriting, alzheimer

• 
  Youness Aliyari Ghassabeh, Frank Rudzicz, Hamid Abrishami Moghaddam:
  Fast incremental LDA feature extraction. 1999-2012
• 
  Lei Sun, Kar-Ann Toh, Zhiping Lin:
  A center sliding Bayesian binary classifier adopting orthogonal polynomials. 2013-2028

Images

• 
  Xiaohao Cai:
  Variational image segmentation model coupled with image restoration achievements. 2029-2042
• 
  Frederico A. Limberger, Manuel M. Oliveira:
  Real-time detection of planar regions in unorganized point clouds. 2043-2053

Classification

• 
  Nibaran Das, Ram Sarkar, Subhadip Basu, Punam Kumar Saha, Mahantapas Kundu, Mita Nasipuri:
  Handwritten Bangla character recognition using a soft computing paradigm embedded in two pass approach. 2054-2071
• 
  Shili Peng, Qinghua Hu, Yinli Chen, Jianwu Dang:
  Improved support vector machine algorithm for heterogeneous data. 2072-2083
• 
  Thanh Minh Nguyen, Q. M. Jonathan Wu:
  A non-parametric Bayesian model for bounded data. 2084-2095
• 
  Jesse Read, Luca Martino, Pablo M. Olmos, David Luengo:
  Scalable multi-output label prediction: From classifier chains to classifier trellises. 2096-2109
• 
  Shigeo Abe:
  Fuzzy support vector machines for multilabel classification. 2110-2117

Volume 48, Number 7, July 2015

Plants, Comics, Alzheimer

• 
  Shan-E-Ahmed Raza, Victor Sanchez, Gillian Prince, John P. Clarkson, Nasir M. Rajpoot:
  Registration of thermal and visible light images of diseased plants using silhouette extraction in the wavelet domain. 2119-2128
• 
  Luyuan Li, Yongtao Wang, Ching Y. Suen, Zhi Tang, Dong Liu:
  A tree conditional random field model for panel detection in comic images. 2129-2140
• 
  Xinwang Liu, Luping Zhou, Lei Wang, Jian Zhang, Jianping Yin, Dinggang Shen:
  An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction. 2141-2150

Feature, line, corner, ellipse, surface, object

• 
  Feng Jiang, Yuefei Sui, Lin Zhou:
  A relative decision entropy-based feature selection approach. 2151-2163
• 
  Juan López, Roi Santos, Xosé R. Fernández-Vidal, Xose Manuel Pardo:
  Two-view line matching algorithm based on context and appearance in low-textured images. 2164-2184
• 
  Shyh Wei Teng, Rafi Md. Najmus Sadat, Guojun Lu:
  Effective and efficient contour-based corner detectors. 2185-2197
• 
  Michael Kemp, Richard Yi Da Xu:
  Geometrically-constrained balloon fitting for multiple connected ellipses. 2198-2208
• 
  Andrea Albarelli, Emanuele Rodolà, Andrea Torsello:
  Fast and accurate surface alignment through an isometry-enforcing game. 2209-2226
• 
  Nafaa Nacereddine, Salvatore Tabbone, Djemel Ziou:
  Similarity transformation parameters recovery based on Radon transform. Application in image registration and object recognition. 2227-2240

Image, segmentation, stereo

• 
  S. Hamid Amiri, Mansour Jamzad:
  Efficient multi-modal fusion on supergraph for scalable image annotation. 2241-2253
• 
  Sawrav Roy, Susanta Mukhopadhyay, Manoj K. Mishra:
  Enhancement of morphological snake based segmentation by imparting image attachment through scale-space continuity. 2254-2268
• 
  Feiyang Cheng, Hong Zhang, Mingui Sun, Ding Yuan:
  Cross-trees, edge and superpixel priors-based cost aggregation for stereo matching. 2269-2278

Face, palmprint, hand

• 
  Baoyuan Wu, Siwei Lyu, Bao-Gang Hu, Qiang Ji:
  Multi-label learning with missing labels for image annotation and facial action unit recognition. 2279-2289
• 
  Lu Leng, Andrew Beng Jin Teoh:
  Alignment-free row-co-occurrence cancelable palmprint Fuzzy Vault. 2290-2303
• 
  Bartosz Zielinski, Marek Skomorowski, Wadim Wojciechowski, Mariusz Korkosz, Kamila Sprezak:
  Computer aided erosions and osteophytes detection based on hand radiographs. 2304-2317

Classification

• 
  Chunfeng Lian, Su Ruan, Thierry Denoeux:
  An evidential classifier based on feature selection and two-step classification strategy. 2318-2327

Volume 48, Number 8, August 2015

Human activity, motion, handwriting

• 
  Maryam Ziaeefard, Robert Bergevin:
  Semantic human activity recognition: A literature review. 2329-2345
• 
  Rami Alazrai, Yaser Mowafi, C. S. George Lee:
  Anatomical-plane-based representation for human-human interactions analysis. 2346-2363
• 
  Si Wu, Robert Laganière, Pierre Payeur:
  Improving pedestrian detection with selective gradient self-similarity feature. 2364-2376
• 
  Rolf H. Baxter, Neil Martin Robertson, David M. Lane:
  Human behaviour recognition in data-scarce domains. 2377-2393
• 
  Matthew Field, David Stirling, Zengxi Pan, Montserrat Ros, Fazel Naghdy:
  Recognizing human motions through mixture modeling of inertial data. 2394-2406
• 
  Shiliang Sun, Jing Zhao, Qingbin Gao:
  Modeling and recognizing human trajectories with beta process hidden Markov models. 2407-2417
• 
  Zhanpeng Shao, Youfu Li:
  Integral invariants for space motion trajectory matching and recognition. 2418-2432
• 
  Scott MacLean, George Labahn:
  A Bayesian model for recognizing handwritten mathematical expressions. 2433-2445
• 
  Achraf Ghorbel, Aurélie Lemaitre, Éric Anquetil, Sylvain Fleury, Eric Jamet:
  Interactive interpretation of structured documents: Application to the recognition of handwritten architectural plans. 2446-2458

Objects, tracking, 3D

• 
  Tao Zhou, Xiangjian He, Kai Xie, Keren Fu, Junhao Zhang, Jie Yang:
  Robust visual tracking via efficient manifold ranking with low-dimensional compressive features. 2459-2473
• 
  Shunli Zhang, Yao Sui, Xin Yu, Sicong Zhao, Li Zhang:
  Hybrid support vector machines for robust object tracking. 2474-2488
• 
  Gregory T. Flitton, André Mouton, Toby P. Breckon:
  Object classification in 3D baggage security computed tomography imagery using visual codebooks. 2489-2499
• 
  David Pickup, Xianfang Sun, Paul L. Rosin, Ralph R. Martin:
  Euclidean-distance-based canonical forms for non-rigid 3D shape retrieval. 2500-2512

Images, texture

• 
  Lingzheng Dai, Jundi Ding, Jian Yang:
  Inhomogeneity-embedded active contour for natural image segmentation. 2513-2529
• 
  Xiao Tan, Changming Sun, Xavier Sirault, Robert Furbank, Tuan D. Pham:
  Feature matching in stereo images encouraging uniform spatial distribution. 2530-2542
• 
  Quanxue Gao, Yunfang Huang, Hailin Zhang, Xin Hong, Kui Li, Yong Wang:
  Discriminative sparsity preserving projections for image recognition. 2543-2553
• 
  Guang-Hai Liu, Jing-Yu Yang, Zuoyong Li:
  Content-based image retrieval using computational visual attention model. 2554-2566
• 
  Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang:
  Saliency-driven image classification method based on histogram mining and image score. 2567-2580
• 
  Zhenyu An, Zhenwei Shi, Ying Wu, Changshui Zhang:
  A novel unsupervised approach to discovering regions of interest in traffic images. 2581-2591
• 
  Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixing Zou:
  An adaptive hybrid pattern for noise-robust texture analysis. 2592-2608
• 
  Adel Hafiane, Kannappan Palaniappan, Guna Seetharaman:
  Joint Adaptive Median Binary Patterns for texture classification. 2609-2620
• 
  Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu, Bing Luo:
  Exploring space-frequency co-occurrences via local quantized patterns for texture representation. 2621-2632
• 
  Sebastian Hegenbart, Andreas Uhl:
  A scale- and orientation-adaptive extension of Local Binary Patterns for texture classification. 2633-2644

Features, classification

• 
  Jing Liu, Bingyuan Liu, Hanqing Lu:
  Detection guided deconvolutional network for hierarchical feature learning. 2645-2655
• 
  Zilin Zeng, Hongjun Zhang, Rui Zhang, Chengxiang Yin:
  A novel feature selection method considering feature interaction. 2656-2666
• 
  Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel:
  Multiple kernel-based dictionary learning for weakly supervised classification. 2667-2675

Discriminant analysis, clustering

• 
  Smarajit Bose, Amita Pal, Rita SahaRay, Jitadeepa Nayak:
  Generalized quadratic discriminant analysis. 2676-2684
• 
  Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
  A distributed framework for trimmed Kernel k-Means clustering. 2685-2698
• 
  Caiming Zhong, Xiaodong Yue, Zehua Zhang, Jingsheng Lei:
  A clustering ensemble: Two-level-refined co-association matrix with path-based transformation. 2699-2709
• 
  Yanhui Guo, Abdulkadir Sengür:
  NCM: Neutrosophic c-means clustering algorithm. 2710-2724

Brain computing, skin, graph

• 
  Min-Ho Lee, Siamac Fazli, Jan Mehnert, Seong-Whan Lee:
  Subject-dependent classification for robust idle state detection using multi-modal neuroimaging and data-fusion techniques in BCI. 2725-2737
• 
  Cheng Lu, Mrinal Mandal:
  Automated analysis and diagnosis of skin melanoma on whole slide histopathological images. 2738-2750
• 
  Xuhui Fan, Longbing Cao:
  A convergence theorem for graph shift-type algorithms. 2751-2760

Volume 48, Number 9, September 2015

Features

• 
  Jae-Sung Lee, Dae-Won Kim:
  Fast multi-label feature selection based on information-theoretic feature ranking. 2761-2771
• 
  Bin Xiao, Jiangtao Cui, Hongxing Qin, Weisheng Li, Guo-Yin Wang:
  Moments and moment invariants in the Radon space. 2772-2784
• 
  Wei-Chuan Zhang, Penglang Shui:
  Contour-based corner detection via angle difference of principal directions of anisotropic Gaussian directional derivatives. 2785-2797
• 
  Sina Tabakhi, Parham Moradi:
  Relevance-redundancy feature selection based on ant colony optimization. 2798-2811

Clustering, classification

• 
  Guillaume Cleuziou, José G. Moreno:
  Kernel methods for point symmetry-based clustering. 2812-2830
• 
  Ethem Alpaydin, Veronika Cheplygina, Marco Loog, David M. J. Tax:
  Single- vs. multiple-instance classification. 2831-2838
• 
  Tzu-Tsung Wong:
  Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation. 2839-2846

Image, tracking

• 
  Julien Lerouge, Romain Hérault, Clément Chatelain, Fabrice Jardin, Romain Modzelewski:
  IODA: An input/output deep architecture for image labeling. 2847-2858
• 
  Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
  A novel 3D vorticity based approach for automatic registration of low resolution range images. 2859-2871
• 
  Yao Sui, Xiaolin Zhao, Shunli Zhang, Xin Yu, Sicong Zhao, Li Zhang:
  Self-expressive tracking. 2872-2884
• 
  Chenglizhao Chen, Shuai Li, Hong Qin, Aimin Hao:
  Real-time and robust object tracking in video via low-rank coherency analysis in feature space. 2885-2905

Text, signature, face

• 
  Lei Sun, Qiang Huo, Wei Jia, Kai Chen:
  A robust approach for text detection from natural scene images. 2906-2920
• 
  Javier Galbally, Moisés Díaz Cabrera, Miguel Angel Ferrer-Ballester, Marta Gomez-Barrero, Aythami Morales, Julian Fiérrez:
  On-line signature recognition through the combination of real dynamic data and synthetically generated static data. 2921-2934
• 
  Xin Zhang, Duc-Son Pham, Svetha Venkatesh, Wanquan Liu, Dinh Q. Phung:
  Mixed-norm sparse representation for multi view face recognition. 2935-2946

Learning

• 
  Randima Hettiarachchi, James F. Peters:
  Multi-manifold LLE learning in pattern recognition. 2947-2960

Volume 48, Number 10, October 2015

Editorial

• 
  Zhuolin Jiang, Zhe Lin, Haibin Ling, Fatih Porikli, Ling Shao, Pavan K. Turaga:
  Discriminative feature learning from big data for visual recognition. 2961-2963

Deep learning

• 
  Jason Kuen, Kian-Ming Lim, Chin-Poo Lee:
  Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle. 2964-2982
• 
  Fayao Liu, Guosheng Lin, Chunhua Shen:
  CRF learning with CNN features for image segmentation. 2983-2992
• 
  Shengyong Ding, Liang Lin, Guangrun Wang, Hongyang Chao:
  Deep feature learning with relative distance comparison for person re-identification. 2993-3003
• 
  Zhen Zuo, Gang Wang, Bing Shuai, Lifan Zhao, Qingxiong Yang:
  Exemplar based Deep Discriminative and Shareable Feature Learning for scene image classification. 3004-3015
• 
  Lijun Cao, Xu Zhang, Weiqiang Ren, Kaiqi Huang:
  Large scale crowd analysis based on convolutional neural network. 3016-3024

Sparse representation and dictionary learning

• 
  Dong Wang, Huchuan Lu, Ming-Hsuan Yang:
  Kernel collaborative face recognition. 3025-3037
• 
  Homa Foroughi, Nilanjan Ray, Hong Zhang:
  Robust people counting using sparse representation and random projection. 3038-3052
• 
  Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips:
  Salient views and view-dependent dictionaries for object recognition. 3053-3066
• 
  Yu-Bin Yang, Qi-Hai Zhu, Xiao-Jiao Mao, Ling-Yan Pan:
  Visual feature coding for image classification integrating dictionary structure. 3067-3075
• 
  Weiyang Liu, Zhiding Yu, Lijia Lu, Yandong Wen, Hui Li, Yuexian Zou:
  KCRC-LCD: Discriminative kernel collaborative representation with locality constrained dictionary for visual categorization. 3076-3092
• 
  Xiyu Yang, Xueming Qian, Tao Mei:
  Learning salient visual word for scalable mobile image retrieval. 3093-3101

Nonlinear Embedding and Matrix factorization

• 
  Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
  Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. 3102-3112
• 
  Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen:
  Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning. 3113-3124
• 
  Yanshan Li, Qinghua Huang, Weixin Xie, Xuelong Li:
  A novel visual codebook model based on fuzzy geometry for large-scale image classification. 3125-3134
• 
  Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan:
  Visual data denoising with a unified Schatten-p norm and ℓ_q norm regularized principal component pursuit. 3135-3144
• 
  Jianjun Qian, Lei Luo, Jian Yang, Fanlong Zhang, Zhouchen Lin:
  Robust nuclear norm regularized regression for face recognition with occlusion. 3145-3159

Binary code learning

• 
  Ran He, Yinghao Cai, Tieniu Tan, Larry S. Davis:
  Learning predictable binary codes for face indexing. 3160-3168
• 
  Hongwei Zhao, Zhen Wang, Pingping Liu:
  The ordinal relation preserving binary codes. 3169-3179

Other approaches and applications

• 
  Jianfeng Ren, Xudong Jiang, Junsong Yuan:
  Learning LBP structure by maximizing the conditional mutual information. 3180-3190
• 
  Wei Zhang, Youmei Zhang, Lin Ma, Jingwei Guan, Shijie Gong:
  Multimodal learning for facial expression recognition. 3191-3202
• 
  Cong Zhao, Sharon S. F. Chan, Wai-Kuen Cham, L. M. Chu:
  Plant identification using leaf shapes - A pattern counting approach. 3203-3215
• 
  Lixin Guan, Weixin Xie, Jihong Pei:
  Segmented minimum noise fraction transformation for efficient feature extraction of hyperspectral images. 3216-3226
• 
  Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan:
  On robust image spam filtering via comprehensive visual modeling. 3227-3238
• 
  Yong Xu, Yuhui Quan, Zhuming Zhang, Haibin Ling, Hui Ji:
  Classifying dynamic textures via spatiotemporal fractal analysis. 3239-3248
• 
  Ya Li, Xinmei Tian, Mingli Song, Dacheng Tao:
  Multi-task proximal support vector machine. 3249-3257
• 
  Na Tong, Huchuan Lu, Ying Zhang, Xiang Ruan:
  Salient object detection via global and local cues. 3258-3267
• 
  Bodi Yuan, Min Liu:
  Power histogram for circle detection on images. 3268-3280

Volume 48, Number 11, November 2015

Special Issue Papers

• 
  Edwin R. Hancock, Richard C. Wilson, Adrian G. Bors, William A. P. Smith:
  Editorial. 3281-3282
• 
  Ashish Shrivastava, Vishal M. Patel, Rama Chellappa:
  Non-linear dictionary learning with partially labeled data. 3283-3292
• 
  Daniel Tenbrinck, Xiaoyi Jiang:
  Image segmentation with arbitrary noise models by solving minimal surface problems. 3293-3309
• 
  Madina Boshtayeva, David Hafner, Joachim Weickert:
  A focus fusion framework with anisotropic depth map smoothing. 3310-3323
• 
  Sebastian Zambal, Werner Palfinger, Matthias Stöger, Christian Eitzinger:
  Accurate fibre orientation measurement for carbon fibre surfaces. 3324-3332
• 
  Bok-Suk Shin, Junli Tao, Reinhard Klette:
  A superparticle filter for lane detection. 3333-3345
• 
  Xi Zhang, Chew Lim Tan:
  Handwritten word image matching based on Heat Kernel Signature. 3346-3356
• 
  Luca Rossi, Andrea Torsello, Edwin R. Hancock:
  Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning. 3357-3370

Regular Papers

• 
  Leonardo A. Cament, Francisco J. Galdames, Kevin W. Bowyer, Claudio A. Perez:
  Face recognition under pose variation with local Gabor features enhanced by Active Shape and Statistical Models. 3371-3384
• 
  Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy:
  Adaptive skew-sensitive ensembles for face recognition in video surveillance. 3385-3406
• 
  Xijian Fan, Tardi Tjahjadi:
  A spatial-temporal framework based on histogram of gradients and optical flow for facial expression recognition in video sequences. 3407-3416
• 
  Yongqiang Li, Seyed Mohammad Mavadati, Mohammad H. Mahoor, Yongping Zhao, Qiang Ji:
  Measuring the intensity of spontaneous facial action units with dynamic Bayesian network. 3417-3427
• 
  Samarth Bharadwaj, Himanshu S. Bhatt, Richa Singh, Mayank Vatsa, Afzel Noore:
  QFuse: Online learning framework for adaptive biometric system. 3428-3439
• 
  Chun-Fu Lin, Chin-Sheng Chen, Wen-Jyi Hwang, Chih-Yen Chen, Chi-Hung Hwang, Chun-Li Chang:
  Novel outline features for pedestrian detection system with thermal images. 3440-3450
• 
  Frida Nellros, Matthew J. Thurley, Håkan Jonsson, Charlotte Andersson, Seija P. E. Forsmo:
  Automated measurement of sintering degree in optical microscopy through image analysis of particle joins. 3451-3465
• 
  Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
  Efficient and accurate set-based registration of time-separated aerial images. 3466-3476
• 
  Yinhui Zhang, Mohamed Abdel-Mottaleb, Zifen He:
  Unsupervised segmentation of highly dynamic scenes through global optimization of multiscale cues. 3477-3487
• 
  Sriram Varadarajan, Paul Miller, Huiyu Zhou:
  Region-based Mixture of Gaussians modelling for foreground detection in dynamic scenes. 3488-3503
• 
  Marlen Akimaliev, M. Fatih Demirci:
  Improving skeletal shape abstraction using multiple optimal solutions. 3504-3515
• 
  Tomás Suk, Jan Flusser, Jirí Boldys:
  3D rotation invariants by complex moments. 3516-3526
• 
  Qian Sang, Zongli Lin, Scott T. Acton:
  A grid-based tracker for erratic targets. 3527-3541
• 
  Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding:
  Feature representation for statistical-learning-based object detection: A review. 3542-3559
• 
  Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof, Oliver Deussen:
  Interactive tracking of insect posture. 3560-3571
• 
  Priscila T. M. Saito, Celso T. N. Suzuki, Jancarlo F. Gomes, Pedro Jussieu de Rezende, Alexandre X. Falcão:
  Robust active learning for the diagnosis of parasites. 3572-3583
• 
  Jae-Hyun Seok, Jin Hyung Kim:
  Scene text recognition using a Hough forest implicit shape model and semi-Markov conditional random fields. 3584-3599
• 
  Beom Su Kim, Hyung Il Koo, Nam Ik Cho:
  Document dewarping via text-line based optimization. 3600-3614
• 
  Zohaib Khan, Faisal Shafait, Ajmal S. Mian:
  Automatic ink mismatch detection for forensic document analysis. 3615-3626
• 
  Sonda Ammar Bouhamed, Imene Khanfir Kallel, Dorra Sellami Masmoudi, Basel Solaiman:
  Feature selection in possibilistic modeling. 3627-3640
• 
  Luhong Diao, Juan Peng, Junliang Dong, Fanyu Kong:
  Moment invariants under similarity transformation. 3641-3651
• 
  M. Rostam Niakan Kalhori, M. H. Fazel Zarandi:
  Interval type-2 credibilistic clustering for pattern recognition. 3652-3672
• 
  Bhargavi M. S., Sahana D. Gowda:
  A novel validity index with dynamic cut-off for determining true clusters. 3673-3687
• 
  Liping Jing, Kuang Tian, Joshua Zhexue Huang:
  Stratified feature sampling method for ensemble clustering of high dimensional data. 3688-3702
• 
  Guojun Gan, Michael Kwok-Po Ng:
  Subspace clustering with automatic feature grouping. 3703-3713
• 
  Fadi Dornaika, Ihab Kamal Aldine:
  Decremental Sparse Modeling Representative Selection for prototype selection. 3714-3727
• 
  Duc-Son Pham:
  On group-wise _ℓp regularization: Theory and efficient algorithms. 3728-3738
• 
  Heikki Huttunen, Jussi Tohka:
  Model selection for linear classifiers using Bayesian error estimation. 3739-3748
• 
  Julia Sidorova, Jesús García Herrero:
  Bridging from syntactic to statistical methods: Classification with automatically segmented features from sequences. 3749-3756
• 
  Sébastien Destercke:
  Multilabel predictions with sets of probabilities: The Hamming and ranking loss cases. 3757-3765
• 
  Ariana Broumand, Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R. Dougherty:
  Discrete optimal Bayesian classification with error-conditioned sequential sampling. 3766-3782
• 
  Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang:
  Finding the best not the most: regularized loss minimization subgraph selection for graph classification. 3783-3796
• 
  Yujin Zhu, Zhe Wang, Daqi Gao:
  Matrixized learning machine with modified pairwise constraints. 3797-3809

Volume 48, Number 12, December 2015

Face, retina

• 
  Lei Luo, Jian Yang, Jianjun Qian, Ying Tai:
  Nuclear-L₁ norm joint regression for face reconstruction and recognition with mixed noise. 3811-3824
• 
  Fen Fang, Yong Tsui Lee, Mei Chee Leong:
  Identification of faces in line drawings by edge decomposition. 3825-3842
• 
  T. Hoang Ngan Le, Keshav Seshadri, Khoa Luu, Marios Savvides:
  Facial aging and asymmetry decomposition based approaches to identification of twins. 3843-3856
• 
  Florence Rossant, Isabelle Bloch, Itebeddine Ghorbel, Michel Pâques:
  Parallel Double Snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects. 3857-3870

Object, target, tracking

• 
  José C. Rubio, Angela Eigenstetter, Björn Ommer:
  Generative regularization with latent topics for discriminative object recognition. 3871-3880
• 
  Shunli Zhang, Yao Sui, Sicong Zhao, Xin Yu, Li Zhang:
  Multi-local-task learning with global regularization for object tracking. 3881-3894
• 
  Heng Li, Zhiwen Liu, Yali Huang, Yonggang Shi:
  Quaternion generic Fourier descriptor for color object recognition. 3895-3903
• 
  Wei Li, Qian Du, Bing Zhang:
  Combined sparse and collaborative representation for hyperspectral target detection. 3904-3916
• 
  Chao Xu, Wenyuan Tao, Zhao-Peng Meng, Zhiyong Feng:
  Robust visual tracking via online multiple instance learning with Fisher information. 3917-3926

Feature, clustering, classifier

• 
  Jiuqi Han, Zhengya Sun, Hongwei Hao:
  l₀-norm based structural sparse least square regression for feature selection. 3927-3940
• 
  Rui Henriques, Cláudia Antunes, Sara C. Madeira:
  A structured view on pattern mining-based biclustering. 3941-3958
• 
  Michio Yamamoto, Kenichi Hayashi:
  Clustering of multivariate binary data with dimension reduction via L₁-regularized likelihood maximization. 3959-3968
• 
  Bartosz Krawczyk, Michal Wozniak, Francisco Herrera:
  On the usefulness of one-class classifier ensembles for decomposition of multi-class problems. 3969-3982
• 
  Chin-Chun Chang, Shen-Huan Chou:
  Tuning of the hyperparameters for L2-loss SVMs with the RBF kernel by the maximum-margin principle and the jackknife technique. 3983-3992

Line, graph

• 
  Mark Brown, David Windridge, Jean-Yves Guillemaut:
  A generalisable framework for saliency-based line segment detection. 3993-4011
• 
  Zezhong Xu, Bok-Suk Shin, Reinhard Klette:
  Closed form line-segment extraction using the Hough transform. 4012-4023
• 
  Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas:
  Subclass Graph Embedding and a Marginal Fisher Analysis paradigm. 4024-4035

Handwriting, gesture

• 
  Sheng He, Marco A. Wiering, Lambert Schomaker:
  Junction detection in handwritten documents and its application to writer identification. 4036-4048
• 
  Zhiquan Feng, Bo Yang, Na Lv, Tao Xu, Jianqin Yin, Xiuyang Zhao, Shichang Feng:
  Motion-towards-each-other-based hand gesture initialization. 4049-4056

Data, dimension

• 
  Yibao Li, Junseok Kim:
  Fast and efficient narrow volume reconstruction from scattered data. 4057-4069
• 
  Jean Golay, Mikhail F. Kanevski:
  A new estimator of intrinsic dimension based on the multipoint Morisita index. 4070-4081

Vision, images

• 
  Stefano Alletto, Giuseppe Serra, Simone Calderara, Rita Cucchiara:
  Understanding social relationships in egocentric vision. 4082-4096
• 
  Sravan Gudivada, Adrian G. Bors:
  Ortho-diffusion decompositions of graph-based representation of images. 4097-4115