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Volume 45, Number 1, January 2012 Human motion, head pose
Face
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Boris A. Efraty Emil Bilgazyev Shishir K. Shah Ioannis A. Kakadiaris Profile-based 3D-aided face recognition. 43-53 share record
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Qiaolin Ye Chunxia Zhao Haofeng Zhang Xiaobo Chen Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition. 54-65 share record
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Naimul Mefraz Khan Riadh Ksantini Imran Shafiq Ahmad Boubakeur Boufama A novel SVM+NDA model for classification with an application to face recognition. 66-79 share record
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Wenfei Gu Cheng Xiang Y. V. Venkatesh Dong Huang Hai Lin Facial expression recognition using radial encoding of local Gabor features and classifier synthesis. 80-91 export record
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journals/pr/Arandjelovic12 share record
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Ognjen Arandjelovic Computationally efficient application of the generic shape-illumination invariant to face recognition from video. 92-103 share record
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Imran Naseem Roberto Togneri Mohammed Bennamoun Robust regression for face recognition. 104-118 Biometrics, iris, fingerprint, writer
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Lorène Allano Bernadette Dorizzi Sonia Garcia-Salicetti A new protocol for multi-biometric systems' evaluation maintaining the dependencies between biometric scores. 119-127 export record
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journals/pr/Sesa-NoguerasF12 share record
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Enric Sesa-Nogueras Marcos Faúndez-Zanuy Biometric recognition using online uppercase handwritten text. 128-144 share record
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Deborah M. Rankin Bryan W. Scotney Philip J. Morrow Barbara K. Pierscionek Iris recognition failure over time: The effects of texture. 145-150 share record
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Kai Cao Xin Yang Xinjian Chen Yali Zang Jimin Liang Jie Tian A novel ant colony optimization algorithm for large-distorted fingerprint matching. 151-161 share record
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Axel Brink J. Smit Marius Bulacu Lambert R. B. Schomaker Writer identification using directional ink-trace width measurements. 162-171 3D surface, projection, depth
Objects, circles, features
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Wael Khreich Eric Granger Ali Miri Robert Sabourin Adaptive ROC-based ensembles of HMMs applied to anomaly detection. 208-230 share record
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Liang Lin Ping Luo Xiaowu Chen Kun Zeng Representing and recognizing objects with massive local image patches. 231-240 export record
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journals/pr/LillywhiteTL12 share record
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Kirt D. Lillywhite Beau J. Tippetts Dah-Jye Lee Self-tuned Evolution-COnstructed features for general object recognition. 241-251 share record
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Kuo-Liang Chung Yong-Huai Huang Shi-Ming Shen Andrey S. Krylov Dmitry V. Yurin Ekaterina V. Semeikina Efficient sampling strategy and refinement strategy for randomized circle detection. 252-263 share record
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Bálint Antal András Hajdu Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods. 264-270 share record
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Thai V. Hoang Salvatore Tabbone Invariant pattern recognition using the RFM descriptor. 271-284 share record
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Marian Mrozek Marcin Zelawski A. Gryglewski S. Han A. Krajniak Homological methods for extraction and analysis of linear features in multidimensional images. 285-298 Images, scenes, remote sensing, infrared
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Manish Narwaria Weisi Lin A. Enis Çetin Scalable image quality assessment with 2D mel-cepstrum and machine learning approach. 299-313 share record
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Bin Xiao Jian-Feng Ma Jiangtao Cui Combined blur, translation, scale and rotation invariant image recognition by Radon and pseudo-Fourier-Mellin transforms. 314-321 share record
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Hsiu-Hsia Lin San-Ging Shu Yueh-Huang Lin Shyr-Shen Yu Bone age cluster assessment and feature clustering analysis based on phalangeal image rough segmentation. 322-332 share record
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Anne-Marie Tousch Stéphane Herbin Jean-Yves Audibert Semantic hierarchies for image annotation: A survey. 333-345 share record
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Dengsheng Zhang Md. Monirul Islam Guojun Lu A review on automatic image annotation techniques. 346-362 share record
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Yu Han Weiwei Wang Xiang-Chu Feng A new fast multiphase image segmentation algorithm based on nonconvex regularizer. 363-372 share record
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Xianglin Meng Zhengzhi Wang Lizhen Wu Building global image features for scene recognition. 373-380 share record
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Mathieu Fauvel Jocelyn Chanussot Jón Atli Benediktsson A spatial-spectral kernel-based approach for the classification of remote-sensing images. 381-392 share record
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Sungho Kim Joo-Hyoung Lee Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track. 393-406 Clustering, PCA, prototype
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Kuo-Lung Wu Analysis of parameter selections for fuzzy c-means. 407-415 share record
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Gil David Amir Averbuch SpectralCAT: Categorical spectral clustering of numerical and nominal data. 416-433 share record
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Xiaojun Chen Yunming Ye Xiaofei Xu Joshua Zhexue Huang A feature group weighting method for subspace clustering of high-dimensional data. 434-446 share record
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Francisco de A. T. de Carvalho Yves Lechevallier Filipe M. de Melo Partitioning hard clustering algorithms based on multiple dissimilarity matrices. 447-464 share record
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Zhihao Zhang Jie Zhou Multi-task clustering via domain adaptation. 465-473 share record
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Fanhua Shang Licheng Jiao Jiarong Shi Fei Wang Maoguo Gong Fast affinity propagation clustering: A multilevel approach. 474-486 share record
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Deyu Meng Qian Zhao Zongben Xu Improve robustness of sparse PCA by L1 -norm maximization. 487-497 share record
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Sang-Woon Kim B. John Oommen On using prototype reduction schemes to optimize locally linear reconstruction methods. 498-511 Classification, neural network
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João P. Papa Alexandre X. Falcão Victor Hugo C. de Albuquerque João Manuel R. S. Tavares Efficient supervised optimum-path forest classification for large datasets. 512-520 export record
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journals/pr/Moreno-TorresRACH12 share record
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Jose G. Moreno-Torres Troy Raeder Rocío Alaíz-Rodríguez Nitesh V. Chawla Francisco Herrera A unifying view on dataset shift in classification. 521-530 export record
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journals/pr/Bolon-CanedoSA12 share record
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Verónica Bolón-Canedo Noelia Sánchez-Maroño Amparo Alonso-Betanzos An ensemble of filters and classifiers for microarray data classification. 531-539 share record
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Fei Teng Yixin Chen Xin Dang Multiclass classification with potential function rules: Margin distribution and generalization. 540-551 share record
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Hoel Le Capitaine Carl Frélicot A family of measures for best top-n class-selective decision rules. 552-562 share record
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Julian J. McAuley Tibério S. Caetano Fast matching of large point sets under occlusions. 563-569 share record
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Sotirios P. Chatzis Yiannis Demiris The copula echo state network. 570-577 Navigation, documents
Discovery, topic modeling, gradient vector
Gene expression, tensor factorization
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Ioannis A. Maraziotis A semi-supervised fuzzy clustering algorithm applied to gene expression data. 637-648 share record
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Ji Liu Jun Liu Peter Wonka Jieping Ye Sparse non-negative tensor factorization using columnwise coordinate descent. 649-656 Volume 45, Number 2, February 2012 Images, texture, spatial relation
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journals/pr/BaradaraniWAM12 share record
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Aryaz Baradarani Q. M. Jonathan Wu Majid Ahmadi Pankajkumar Mendapara Tunable halfband-pair wavelet filter banks and application to multifocus image fusion. 657-671 share record
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Huaizhong Zhang Philip J. Morrow Sally I. McClean Kurt Saetzler Coupling edge and region-based information for boundary finding in biomedical imagery. 672-684 share record
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Camille Kurtz Nicolas Passat Pierre Gançarski Anne Puissant Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology. 685-706 share record
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Tetsu Matsukawa Takio Kurita Image representation for generic object recognition using higher-order local autocorrelation features on posterior probability images. 707-719 export record
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journals/pr/SavelonasMM12 share record
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Michalis A. Savelonas Eleftheria A. Mylona Dimitris Maroulis Unsupervised 2D gel electrophoresis image segmentation based on active contours. 720-731 share record
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Jarbas J. de M. Sá Junior André Ricardo Backes A simplified gravitational model to analyze texture roughness. 732-741 share record
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Wei-Chen Li Du-Ming Tsai Wavelet-based defect detection in solar wafer images with inhomogeneous texture. 742-756 share record
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Celina Maki Takemura Roberto Marcondes Cesar Jr. Isabelle Bloch Modeling and measuring the spatial relation "along": Regions, contours and fuzzy sets. 757-766 Facial expressions
Features
Clustering, distance metric
Classification, discriminant analysis
Volume 45, Number 3, March 2012 Biometrics, DNA
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Yaohui Ding Arun Ross A comparison of imputation methods for handling missing scores in biometric fusion. 919-933 share record
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Phen-Lan Lin Yan-Hao Lai Po-Whei Huang Dental biometrics: Human identification based on teeth and dental works in bitewing radiographs. 934-946 share record
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Weifeng Zhang Hong Yan Exon prediction using empirical mode decomposition and Fourier transform of structural profiles of DNA sequences. 947-955 Ear, face, pedestrian
Signatures
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journals/pr/HoumaniMGDKMAMYKMFOAFFPCV12 share record
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Nesma Houmani Aurélien Mayoue Sonia Garcia-Salicetti Bernadette Dorizzi Mahmoud I. Khalil M. N. Moustafa Hazem M. Abbas Daigo Muramatsu Berrin A. Yanikoglu Alisher Kholmatov Marcos Martinez-Diaz Julian Fiérrez Javier Ortega-Garcia Josep Roure Alcobé Joan Fabregas Marcos Faúndez-Zanuy Juan Manuel Pascual-Gaspar Valentín Cardeñoso-Payo Carlos Vivaracho-Pascual BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures. 993-1003 share record
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Nesma Houmani Sonia Garcia-Salicetti Bernadette Dorizzi On measuring forgery quality in online signatures. 1004-1018 Learning, action, visual tracking
Clustering, classification
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Renato Cordeiro de Amorim Boris G. Mirkin Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering. 1061-1075 share record
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Ahlame Douzal Chouakria Cécile Amblard Classification trees for time series. 1076-1091 share record
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Shehzad Khalid Shahid Razzaq Frameworks for multivariate m-mediods based modeling and classification in Euclidean and general feature spaces. 1092-1103 share record
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Jian Yang Lei Zhang Yong Xu Jing-Yu Yang Beyond sparsity: The role of L1 -optimizer in pattern classification. 1104-1118 share record
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Guo-Xian Yu Guoji Zhang Carlotta Domeniconi Zhiwen Yu Jane You Semi-supervised classification based on random subspace dimensionality reduction. 1119-1135 share record
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Jinghua Wang Jane You Qin Li Yong Xu Extract minimum positive and maximum negative features for imbalanced binary classification. 1136-1145 share record
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Zhaojie Ju Honghai Liu Fuzzy Gaussian Mixture Models. 1146-1158 Images, neural disparity
Dimensionality reduction
Volume 45, Number 4, April 2012 Retina, Endocytosis, Cervical Smear
Pain, Gene Expression
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Zakia Hammal Miriam Kunz Pain monitoring: A dynamic and context-sensitive system. 1265-1280 share record
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Kin-On Cheng Ngai-Fong Law Wan-Chi Siu Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data. 1281-1289 Face Recognition
Handwriting, Signature, Documents
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Hong Lee Brijesh K. Verma Binary segmentation algorithm for English cursive handwriting recognition. 1306-1317 share record
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Xiao-Xiao Niu Ching Y. Suen A novel hybrid CNN-SVM classifier for recognizing handwritten digits. 1318-1325 share record
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Luana Batista Eric Granger Robert Sabourin Dynamic selection of generative-discriminative ensembles for off-line signature verification. 1326-1340 share record
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Chun-Ming Tsai Intelligent region-based thresholding for color document images with highlighted regions. 1341-1362 Classification, Kernel
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Mohammad H. Rohban Hamid R. Rabiee Supervised neighborhood graph construction for semi-supervised classification. 1363-1372 share record
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Jin Tian Minqiang Li Fuzan Chen Jisong Kou Coevolutionary learning of neural network ensemble for complex classification tasks. 1373-1385 export record
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journals/pr/Lazaro-GredillaVL12 share record
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Miguel Lázaro-Gredilla Steven Van Vaerenbergh Neil D. Lawrence Overlapping Mixtures of Gaussian Processes for the data association problem. 1386-1395 share record
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Andrzej Ruta Yongmin Li Learning pairwise image similarities for multi-classification using Kernel Regression Trees. 1396-1408 share record
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Rosa Meo Dipankar Bachar Dino Ienco LODE: A distance-based classifier built on ensembles of positive and negative observations. 1409-1425 share record
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Wenming Zheng Zhouchen Lin A new discriminant subspace analysis approach for multi-class problems. 1426-1435 share record
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Enrique Romero Tingting Mu Paulo J. G. Lisboa Cohort-based kernel visualisation with scatter matrices. 1436-1454 Dimensionality, 3D
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Shuzhi Sam Ge Hongsheng He Chengyao Shen Geometrically local embedding in manifolds for dimension reduction. 1455-1470 share record
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Yan Cui Liya Fan A novel supervised dimensionality reduction algorithm: Graph-based Fisher analysis. 1471-1481 share record
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Ming-Bo Zhao Zhao Zhang Tommy W. S. Chow Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction. 1482-1499 share record
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Zhirong Yang Erkki Oja Quadratic nonnegative matrix factorization. 1500-1510 share record
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Wai Keung Wong Discover latent discriminant information for dimensionality reduction: Non-negative Sparseness Preserving Embedding. 1511-1523 share record
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Cong-Kai Lin Wen-Kai Tai Automatic upright orientation and good view recognition for 3D man-made models. 1524-1530 Images, Image Processing and Retrieval
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Matthew Browne Regularized tessellation density estimation with bootstrap aggregation and complexity penalization. 1531-1539 share record
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Hongqing Zhu Image representation using separable two-dimensional continuous and discrete orthogonal moments. 1540-1558 share record
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Nadeem Salamat El-hadi Zahzah On the improvement of combined fuzzy topological and directional relations information. 1559-1568 share record
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Bin Wang Feng Pan Kai-Mo Hu Jean-Claude Paul Manifold-ranking based retrieval using k-regular nearest neighbor graph. 1569-1577 share record
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Qi Ge Liang Xiao Jun Zhang Zhihui Wei An improved region-based model with local statistical features for image segmentation. 1578-1590 export record
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journals/pr/Seetharaman12 share record
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K. Seetharaman A block-oriented restoration in gray-scale images using full range autoregressive model. 1591-1601 share record
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Bo Yang Mo Dai Image reconstruction from continuous Gaussian-Hermite moments implemented by discrete algorithm. 1602-1616 share record
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Guanlei Xu Xiaotong Wang Xiaogang Xu On analysis of bi-dimensional component decomposition via BEMD. 1617-1626 Objects, Scenes, Shadows
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Noha M. Elfiky Fahad Shahbaz Khan Joost van de Weijer Jordi Gonzàlez Discriminative compact pyramids for object and scene recognition. 1627-1636 share record
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Zhao Pei Yanning Zhang Tao Yang Xiuwei Zhang Yee-Hong Yang A novel multi-object detection method in complex scene using synthetic aperture imaging. 1637-1658 export record
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journals/pr/VerikasGBOOV12 share record
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Antanas Verikas Adas Gelzinis Marija Bacauskiene Irina Olenina Sergej Olenin Evaldas Vaiciukynas Phase congruency-based detection of circular objects applied to analysis of phytoplankton images. 1659-1670 share record
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Jianzhao Qin Nelson H. C. Yung Feature fusion within local region using localized maximum-margin learning for scene categorization. 1671-1683 share record
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Andres Sanin Conrad Sanderson Brian C. Lovell Shadow detection: A survey and comparative evaluation of recent methods. 1684-1695 Video, Multimedia, CAD
Clustering, Learning, Subspace Analysis
Manifolds, Error-Correcting Output Codes
Volume 45, Number 5, May 2012 Clustering and Classification
Face, Fingerprint
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Haijun Zhang Q. M. Jonathan Wu Tommy W. S. Chow Ming-Bo Zhao A two-dimensional Neighborhood Preserving Projection for appearance-based face recognition. 1866-1876 share record
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Tan Dat Nguyen Surendra Ranganath Facial expressions in American sign language: Tracking and recognition. 1877-1891 share record
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Xin Shu Yao Gao Hongtao Lu Efficient linear discriminant analysis with locality preserving for face recognition. 1892-1898 share record
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Jae Kyu Suhr Sungmin Eum Ho Gi Jung Gen Li Gahyun Kim Jaihie Kim Recognizability assessment of facial images for automated teller machine applications. 1899-1914 share record
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Zujun Hou Hwee Keong Lam Wei-Yun Yau Yue Wang A variational formulation for fingerprint orientation modeling. 1915-1926 Object Detection, Visual Tracking
Biometrics, Document Analysis
Texture, 3D
Dimension Reduction, Kernel
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Xiaohong Chen Songcan Chen Hui Xue Xudong Zhou A unified dimensionality reduction framework for semi-paired and semi-supervised multi-view data. 2005-2018 share record
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Nojun Kwak Kernel discriminant analysis for regression problems. 2019-2031 Volume 45, Number 6, June 2012 Special Issue Papers
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Dimitri Van De Ville Seong-Whan Lee Brain decoding: Opportunities and challenges for pattern recognition. 2033-2034 share record
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Malin Björnsdotter Åberg Johan Wessberg Clustered sampling improves random subspace brain mapping. 2035-2040 export record
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journals/pr/MichelGVEKT12 share record
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Vincent Michel Alexandre Gramfort Gaël Varoquaux Evelyn Eger Christine Keribin Bertrand Thirion A supervised clustering approach for fMRI-based inference of brain states. 2041-2049 export record
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journals/pr/RodriguezCA12 share record
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Pedro A. Rodriguez Vince D. Calhoun Tülay Adali De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. 2050-2063 share record
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Carlos Cabral Margarida Silveira Patrícia Figueiredo Decoding visual brain states from fMRI using an ensemble of classifiers. 2064-2074 share record
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Emanuele Olivetti Sriharsha Veeramachaneni Ewa Nowakowska Bayesian hypothesis testing for pattern discrimination in brain decoding. 2075-2084 export record
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journals/pr/RasmussenHMCS12 share record
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Peter Mondrup Rasmussen Lars Kai Hansen Kristoffer Hougaard Madsen Nathan William Churchill Stephen C. Strother Model sparsity and brain pattern interpretation of classification models in neuroimaging. 2085-2100 export record
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journals/pr/PlumptonKOJ12 share record
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Catrin O. Plumpton Ludmila I. Kuncheva Nikolaas N. Oosterhof Stephen J. Johnston Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. 2101-2108 export record
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journals/pr/TzovaraMPHML12 share record
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Athina Tzovara Micah M. Murray Gijs Plomp Michael H. Herzog Christoph M. Michel Marzia De Lucia Decoding stimulus-related information from single-trial EEG responses based on voltage topographies. 2109-2122 share record
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Ian Daly Slawomir J. Nasuto Kevin Warwick Brain computer interface control via functional connectivity dynamics. 2123-2136 share record
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Kai Keng Ang Zhengyang Chin Haihong Zhang Cuntai Guan Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. 2137-2144 Regular Papers
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Thai V. Hoang Salvatore Tabbone The generalization of the R-transform for invariant pattern representation. 2145-2163 share record
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Shiming Xiang Gaofeng Meng Ying Wang Chunhong Pan Changshui Zhang Image deblurring with matrix regression and gradient evolution. 2164-2179 share record
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Devis Tuia Jordi Muñoz-Marí Gustavo Camps-Valls Remote sensing image segmentation by active queries. 2180-2192 share record
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Kim-Han Thung Paramesran Raveendran Chern-Loon Lim Content-based image quality metric using similarity measure of moment vectors. 2193-2204 share record
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Alok Sharma Kuldip K. Paliwal A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices. 2205-2213 share record
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Shaohong Zhang Hau-San Wong Ying Shen Generalized Adjusted Rand Indices for cluster ensembles. 2214-2226 share record
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Qiang Qian Songcan Chen Weiling Cai Simultaneous clustering and classification over cluster structure representation. 2227-2236 share record
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Fanhua Shang Licheng Jiao Fei Wang Graph dual regularization non-negative matrix factorization for co-clustering. 2237-2250 share record
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Jiye Liang Xingwang Zhao Deyu Li Fuyuan Cao Chuangyin Dang Determining the number of clusters using information entropy for mixed data. 2251-2265 share record
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Youngsung Kim Kar-Ann Toh Andrew Beng Jin Teoh How-Lung Eng Wei-Yun Yau An online AUC formulation for binary classification. 2266-2279 export record
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journals/pr/BrabanterKBSM12 share record
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Kris De Brabanter Peter Karsmakers Jos De Brabanter Johan A. K. Suykens Bart De Moor Confidence bands for least squares support vector machine classifiers: A regression approach. 2280-2287 share record
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Anil Kumar Ghosh Fred Godtliebsen On hybrid classification using model assisted posterior estimates. 2288-2298 share record
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Yuan-Hai Shao Nai-Yang Deng Zhi-Min Yang Least squares recursive projection twin support vector machine for classification. 2299-2307 share record
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Lori A. Dalton Edward R. Dougherty Optimal mean-square-error calibration of classifier error estimators under Bayesian models. 2308-2320 share record
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Tzu-Tsung Wong A hybrid discretization method for naïve Bayesian classifiers. 2321-2325 share record
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Jintu Fan K. P. Chau Xianfu Wan Lili Zhai Ethan Lau Prediction of facial attractiveness from facial proportions. 2326-2334 share record
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Ronald Poppe Facing scalability: Naming faces in an online social network. 2335-2347 share record
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Maria De Marsico Michele Nappi Daniel Riccio CABALA - Collaborative architectures based on biometric adaptable layers and activities. 2348-2362 export record
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journals/pr/TsapanosTNP12 share record
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Nikolaos Tsapanos Anastasios Tefas Nikolaos Nikolaidis Ioannis Pitas Shape matching using a binary search tree structure of weak classifiers. 2363-2376 share record
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Ahmed Rebai Alexis Joly Nozha Boujemaa BLasso for object categorization and retrieval: Towards interpretable visual models. 2377-2389 share record
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Tianxiang Bai Youfu Li Robust visual tracking with structured sparse representation appearance model. 2390-2404 share record
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Li Liu Paul W. Fieguth David A. Clausi Gangyao Kuang Sorted random projections for robust rotation-invariant texture classification. 2405-2418 share record
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Reza Farrahi Moghaddam Mohamed Cheriet AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization. 2419-2431 share record
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Bogdan Raducanu Fadi Dornaika A supervised non-linear dimensionality reduction approach for manifold learning. 2432-2444 Volume 45, Number 7, July 2012 Face
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journals/pr/HermosillaRVC12 share record
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Gabriel Hermosilla Javier Ruiz-del-Solar Rodrigo Verschae Mauricio Correa A comparative study of thermal face recognition methods in unconstrained environments. 2445-2459 share record
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Jean-François Connolly Eric Granger Robert Sabourin Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition. 2460-2477 share record
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Ngoc-Son Vu Hannah M. Dee Alice Caplier Face recognition using the POEM descriptor. 2478-2488 share record
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Nicholas Vretos Nikos Nikolaidis Ioannis Pitas Video fingerprinting using Latent Dirichlet Allocation and facial images. 2489-2498 export record
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journals/pr/Arandjelovic12a share record
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Ognjen Arandjelovic Colour invariants under a non-linear photometric camera model and their application to face recognition from video. 2499-2509 share record
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Gui-Fu Lu Jian Zou Yong Wang Incremental complete LDA for face recognition. 2510-2521 Fingerprint
Activity detection
Pedestrian and object
Word spotting and signature generation
Clustering and classification
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Daniel Graves Joost Noppen Witold Pedrycz Clustering with proximity knowledge and relational knowledge. 2633-2644 share record
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Theam Foo Ng Tuan D. Pham Xiuping Jia Feature interaction in subspace clustering using the Choquet integral. 2645-2660 share record
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Weijie Chen Brandon D. Gallas Waleed A. Yousef Classifier variability: Accounting for training and testing. 2661-2671 share record
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Qinbao Song Guangtao Wang Chao Wang Automatic recommendation of classification algorithms based on data set characteristics. 2672-2689 share record
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Sankar K. Pal Saroj K. Meher Soumitra Dutta Class-dependent rough-fuzzy granular space, dispersion index and classification. 2690-2707 share record
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Chuan-Xian Ren Dao-Qing Dai Hong Yan Robust classification using ℓ2, 1 -norm based regression model. 2708-2718 Discriminant analysis
Denoising, images, and segmentation
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Yingtao Zhang Heng-Da Cheng Jianhua Huang Xianglong Tang An effective and objective criterion for evaluating the performance of denoising filters. 2743-2757 share record
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Jean-Charles Pinoli Johan Debayle Adaptive generalized metrics, distance maps and nearest neighbor transforms on gray tone images. 2758-2768 share record
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Shigang Liu Yali Peng A local region-based Chan-Vese model for image segmentation. 2769-2779 share record
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Hui Wang Hong Zhang Nilanjan Ray Clump splitting via bottleneck detection and shape classification. 2780-2787 export record
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journals/pr/DucournauBRL12 share record
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Aurélien Ducournau Alain Bretto Soufiane Rital Bernard Laget A reductive approach to hypergraph clustering: An application to image segmentation. 2788-2803 share record
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Caglar Ari Selim Aksoy Orhan Arikan Maximum likelihood estimation of Gaussian mixture models using stochastic search. 2804-2816 3D, boundary, agriculture products
Volume 45, Number 8, August 2012 Eye-hand, face
Images
Object
Features, dimensionality
Clustering
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Pik-Yin Mok Haiqiao Huang Yi-lin Kwok J. S. Au A robust adaptive clustering analysis method for automatic identification of clusters. 3017-3033 share record
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Kadim Tasdemir Vector quantization based approximate spectral clustering of large datasets. 3034-3044 Corrigendum
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Rachid Hedjam Reza Farrahi Moghaddam Mohamed Cheriet Corrigendum to 'A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images' [Pattern Recognition 44 (2011) 2184-2196]. 3045 Volume 45, Number 9, September 2012 Special Issue Papers
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journals/pr/Hernandez-TejeraSV12 share record
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Mario Hernández-Tejera João Miguel Raposo Sanches Jordi Vitrià Selected papers from Iberian Conference on Pattern Recognition and Image Analysis. 3047 share record
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Artur J. Ferreira Mário A. T. Figueiredo An unsupervised approach to feature discretization and selection. 3048-3060 share record
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Helena Aidos Ana L. N. Fred Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering. 3061-3071 share record
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Jaume Gibert Ernest Valveny Horst Bunke Graph embedding in vector spaces by node attribute statistics. 3072-3083 export record
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journals/pr/MadjarovKGD12 share record
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Gjorgji Madjarov Dragi Kocev Dejan Gjorgjevikj Saso Dzeroski An extensive experimental comparison of methods for multi-label learning. 3084-3104 share record
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Jon Almazán Alicia Fornés Ernest Valveny A non-rigid appearance model for shape description and recognition. 3105-3113 share record
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Tadmeri Narayan Vikram Marko Tscherepanow Britta Wrede A saliency map based on sampling an image into random rectangular regions of interest. 3114-3124 export record
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Luis Antón-Canalís Mario Hernández-Tejera Elena Sánchez-Nielsen Distance maps from unthresholded magnitudes. 3125-3130 export record
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Leonid Pishchulin Tobias Gass Philippe Dreuw Hermann Ney Image warping for face recognition: From local optimality towards global optimization. 3131-3140 export record
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Michael Villamizar Juan Andrade-Cetto Alberto Sanfeliu Francesc Moreno-Noguer Bootstrapping Boosted Random Ferns for discriminative and efficient object classification. 3141-3153 share record
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Markus Glaß Birgit Möller Anne Zirkel Kristin Wächter Stefan Hüttelmaier Stefan Posch Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines. 3154-3165 share record
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Jorge Bernal Francisco Javier Sánchez Fernando Vilariño Towards automatic polyp detection with a polyp appearance model. 3166-3182 export record
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journals/pr/Silvestre-CerdaAC12 share record
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Joan Albert Silvestre-Cerdà Jesús Andrés-Ferrer Jorge Civera Explicit length modelling for statistical machine translation. 3183-3192 export record
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Pascual Martínez-Gómez Germán Sanchis-Trilles Francisco Casacuberta Online adaptation strategies for statistical machine translation in post-editing scenarios. 3193-3203 Regular Papers
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Dilip K. Prasad Maylor K. H. Leung Siu-Yeung Cho Edge curvature and convexity based ellipse detection method. 3204-3221 share record
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Rong-Xiang Hu Wei Jia Yang Zhao Jie Gui Perceptually motivated morphological strategies for shape retrieval. 3222-3230 share record
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Gloria Haro Shape from Silhouette Consensus. 3231-3244 export record
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L. Díaz-Más Francisco José Madrid-Cuevas Rafael Muñoz-Salinas Ángel Carmona-Poyato Rafael Medina Carnicer An octree-based method for shape from inconsistent silhouettes. 3245-3255 share record
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Chanho Jung Changick Kim Real-time estimation of 3D scene geometry from a single image. 3256-3269 export record
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José A. Rodríguez-Serrano Florent Perronnin Synthesizing queries for handwritten word image retrieval. 3270-3276 export record
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Youssouf Chherawala Mohamed Cheriet W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents. 3277-3287 share record
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Beom-Seok Oh Kar-Ann Toh Kwontaeg Choi Andrew Beng Jin Teoh Jaihie Kim Extraction and fusion of partial face features for cancelable identity verification. 3288-3303 share record
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Bongjin Jun Daijin Kim Robust face detection using local gradient patterns and evidence accumulation. 3304-3316 share record
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Satyajit N. Kautkar Gary A. Atkinson Melvyn L. Smith Face recognition in 2D and 2.5D using ridgelets and photometric stereo. 3317-3327 share record
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Shi-Lin Wang Alan Wee-Chung Liew Physiological and behavioral lip biometrics: A comprehensive study of their discriminative power. 3328-3335 share record
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Yiu-ming Cheung Xin Liu Xinge You A local region based approach to lip tracking. 3336-3347 share record
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Rong-Xiang Hu Wei Jia David Zhang Jie Gui Liang-Tu Song Hand shape recognition based on coherent distance shape contexts. 3348-3359 share record
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Thai Hoang Le Hoang Thien Van Fingerprint reference point detection for image retrieval based on symmetry and variation. 3360-3372 share record
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Priyanka Das Kannan Karthik Boul Chandra Garai A robust alignment-free fingerprint hashing algorithm based on minimum distance graphs. 3373-3388 share record
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Si Wu Hau-San Wong Joint segmentation of collectively moving objects using a bag-of-words model and level set evolution. 3389-3401 share record
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Shifeng Li Huchuan Lu Lei Zhang Arbitrary body segmentation in static images. 3402-3413 share record
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Sruti Das Choudhury Tardi Tjahjadi Silhouette-based gait recognition using Procrustes shape analysis and elliptic Fourier descriptors. 3414-3426 share record
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Tiziana D'Orazio Filippo Palumbo Cataldo Guaragnella Archaeological trace extraction by a local directional active contour approach. 3427-3438 share record
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Suet-Peng Yong Jeremiah D. Deng Martin K. Purvis Novelty detection in wildlife scenes through semantic context modelling. 3439-3450 share record
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Yeol-Min Seong HyunWook Park Multiple target tracking using cognitive data association of spatiotemporal prediction and visual similarity. 3451-3462 share record
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Yanyan He M. Yousuff Hussaini Jianwei Ma Behrang Shafei Gabriele Steidl A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data. 3463-3471 share record
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Manuel Graña Miguel Angel Veganzones An endmember-based distance for content based hyperspectral image retrieval. 3472-3489 share record
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Chi Young Ahn Yoon Mo Jung Ohin Kwon Jin Keun Seo Fast segmentation of ultrasound images using robust Rayleigh distribution decomposition. 3490-3500 export record
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Vijayakumar Chinnadurai Gharpure Damayanti Chandrashekhar Neuro-levelset system based segmentation in dynamic susceptibility contrast enhanced and diffusion weighted magnetic resonance images. 3501-3511 share record
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Yonggang Lu Yi Wan Clustering by Sorting Potential Values (CSPV): A novel potential-based clustering method. 3512-3522 share record
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Servane Gey Risk bounds for CART classifiers under a margin condition. 3523-3534 share record
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Andrew R. J. Clark Richard M. Everson Multi-objective learning of Relevance Vector Machine classifiers with multi-resolution kernels. 3535-3543 share record
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Paulo Rodrigo Cavalin Robert Sabourin Ching Y. Suen LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs. 3544-3556 share record
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Pinghua Gong Changshui Zhang Efficient Nonnegative Matrix Factorization via projected Newton method. 3557-3565 share record
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Noha A. Yousri Mohamed S. Kamel Mohamed A. Ismail Corrigendum to "A distance-relatedness dynamic model for clustering high dimensional data of arbitrary shapes and densities" [Pattern Recognition 42 (2009) 1193-1209]. 3580-3582 Volume 45, Number 10, October 2012 Face, palm
Gait, action
Visual tracking, motion
Sketch representation, handwriting
Features, junctions, abnormalities
Discriminant, classification, SVM
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Quanxue Gao Jingjing Liu Haijun Zhang Jun Hou Xiaojing Yang Enhanced fisher discriminant criterion for image recognition. 3717-3724 share record
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Alessandro Rozza Gabriele Lombardi Elena Casiraghi Paola Campadelli Novel Fisher discriminant classifiers. 3725-3737 share record
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Muhammad Atif Tahir Josef Kittler Fei Yan Inverse random under sampling for class imbalance problem and its application to multi-label classification. 3738-3750 share record
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Ran Wang Sam Kwong Degang Chen Inconsistency-based active learning for support vector machines. 3751-3767 Graph matching, 3D
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Texture, non-uniform patterns
Volume 45, Number 11, November 2012 Eyes, faces, biometrics
Objects, action
Patterns, symbols
Clustering
SVM, HMM
Image segmentation
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Rui Caseiro Pedro Martins João F. Henriques Jorge P. Batista A nonparametric Riemannian framework on tensor field with application to foreground segmentation. 3997-4017 export record
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journals/pr/ZhangLWGLWL12 share record
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Peng Zhang Ming Li Yan Wu Lu Gan Ming Liu Fan Wang Gaofeng Liu Unsupervised multi-class segmentation of SAR images using fuzzy triplet Markov fields model. 4018-4033 share record
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Lin Wang Jianfu Cao Chongzhao Han Multidimensional particle swarm optimization-based unsupervised planar segmentation algorithm of unorganized point clouds. 4034-4043 Image representation, retrieval
Volume 45, Number 12, December 2012 Face, fingerprint
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Jinghua Wang Jane You Qin Li Yong Xu Orthogonal discriminant vector for face recognition across pose. 4069-4079 export record
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journals/pr/NikitidisTNP12 share record
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Symeon Nikitidis Anastasios Tefas Nikos Nikolaidis Ioannis Pitas Subclass discriminant Nonnegative Matrix Factorization for facial image analysis. 4080-4091 share record
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Birkan Tunç Volkan Dagli Muhittin Gökmen Class dependent factor analysis and its application to face recognition. 4092-4102 share record
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Aydin Akyol Muhittin Gökmen Super-resolution reconstruction of faces by enhanced global models of shape and texture. 4103-4116 export record
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journals/pr/WangLJZYLCWS12 share record
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Xiaodong Wang Fang Liu Licheng Jiao Zhiguo Zhou Jingjing Yu Bing Li Jianrui Chen Jiao Wu Fanhua Shang An evidential reasoning based classification algorithm and its application for face recognition with class noise. 4117-4128 share record
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Song Wang Jiankun Hu Alignment-free cancelable fingerprint template design: A densely infinite-to-one mapping (DITOM) approach. 4129-4137 Bladder, cell
Pose, activity, visual recognition
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Iuri Frosio Alberto Alzati Marina Bertolini Cristina Turrini N. Alberto Borghese Linear pose estimate from corresponding conics. 4169-4181 share record
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Fei Yuan Gui-Song Xia Hichem Sahbi Véronique Prinet Mid-level features and spatio-temporal context for activity recognition. 4182-4191 share record
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Irene Kotsia Weiwei Guo Ioannis Patras Higher rank Support Tensor Machines for visual recognition. 4192-4203 share record
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Xiao Liu Mingli Song Qi Zhao Dacheng Tao Chun Chen Jiajun Bu Attribute-restricted latent topic model for person re-identification. 4204-4213 Symbol spotting, handwriting, documents
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Pierre Le Bodic Pierre Héroux Sébastien Adam Yves Lecourtier An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. 4214-4224 share record
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Yiqing Liang Michael C. Fairhurst Richard M. Guest A synthesised word approach to word retrieval in handwritten documents. 4225-4236 share record
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M. Mehdi Haji Tien D. Bui Ching Y. Suen Removal of noise patterns in handwritten images using expectation maximization and fuzzy inference systems. 4237-4249 share record
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Yung-Hsiang Chiu Kuo-Liang Chung Wei-Ning Yang Yong-Huai Huang Chi-Huang Liao Parameter-free based two-stage method for binarizing degraded document images. 4250-4262 Images, texture, smoke detection
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Moussa Sofiane Karoui Yannick Deville Shahram Hosseini Abdelaziz Ouamri Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints. 4263-4278 share record
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Tomás Suk Cyril Höschl IV Jan Flusser Decomposition of binary images - A survey and comparison. 4279-4291 share record
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Zhongwei He Wei Lu Wei Sun Jiwu Huang Digital image splicing detection based on Markov features in DCT and DWT domain. 4292-4299 share record
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Lianghai Jin Hong Liu Xiangyang Xu Enmin Song Improved direction estimation for Di Zenzo's multichannel image gradient operator. 4300-4311 share record
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Susana Álvarez María Vanrell Texton theory revisited: A bag-of-words approach to combine textons. 4312-4325 share record
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Feiniu Yuan A double mapping framework for extraction of shape-invariant features based on multi-scale partitions with AdaBoost for video smoke detection. 4326-4336 Clustering, classification
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Pierre Hansen Manuel Ruiz Daniel Aloise A VNS heuristic for escaping local extrema entrapment in normalized cut clustering. 4337-4345 share record
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Xin Wei Zhen Yang The infinite Student's t-factor mixture analyzer for robust clustering and classification. 4346-4357 share record
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Licheng Jiao Fanhua Shang Fei Wang Yuanyuan Liu Fast semi-supervised clustering with enhanced spectral embedding. 4358-4369 share record
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Danilo Horta Ricardo J. G. B. Campello Automatic aspect discrimination in data clustering. 4370-4388 share record
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Marc Boullé Functional data clustering via piecewise constant nonparametric density estimation. 4389-4401 share record
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Chin-Chun Chang Hsin-Yi Chen Semi-supervised clustering with discriminative random fields. 4402-4413 export record
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journals/pr/Rodriguez-LujanCH12 share record
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Irene Rodríguez-Luján Carlos Santa Cruz Ramón Huerta Hierarchical linear support vector machine. 4414-4427 share record
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Songfeng Zheng Weixiang Liu Functional gradient ascent for Probit regression. 4428-4437 Sample size, data labeling and dimensionality
Tracking
Morphology, learning
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