Volume 45, Number 1, January 2012
Human motion, head pose
Face
- Boris A. Efraty, Emil Bilgazyev, Shishir K. Shah, Ioannis A. Kakadiaris:
Profile-based 3D-aided face recognition.
43-53
- Q. L. Ye, C. X. Zhao, H. F. Zhang, X. B. Chen:
Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition.
54-65
- Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama:
A novel SVM+NDA model for classification with an application to face recognition.
66-79
- Wenfei Gu, Cheng Xiang, Y. V. Venkatesh, Dong Huang, Hai Lin:
Facial expression recognition using radial encoding of local Gabor features and classifier synthesis.
80-91
- Ognjen Arandjelovic:
Computationally efficient application of the generic shape-illumination invariant to face recognition from video.
92-103
- Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust regression for face recognition.
104-118
Biometrics, iris, fingerprint, writer
- Lorène Allano, Bernadette Dorizzi, Sonia Garcia-Salicetti:
A new protocol for multi-biometric systems' evaluation maintaining the dependencies between biometric scores.
119-127
- Enric Sesa-Nogueras, Marcos Faúndez-Zanuy:
Biometric recognition using online uppercase handwritten text.
128-144
- D. M. Rankin, Bryan W. Scotney, Philip J. Morrow, B. K. Pierscionek:
Iris recognition failure over time: The effects of texture.
145-150
- Kai Cao, Xin Yang, Xinjian Chen, Yali Zang, Jimin Liang, Jie Tian:
A novel ant colony optimization algorithm for large-distorted fingerprint matching.
151-161
- Axel Brink, J. Smit, Marius Bulacu, L. R. B. Schomaker:
Writer identification using directional ink-trace width measurements.
162-171
3D surface, projection, depth
Objects, circles, features
- Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin:
Adaptive ROC-based ensembles of HMMs applied to anomaly detection.
208-230
- Liang Lin, Ping Luo, Xiaowu Chen, Kun Zeng:
Representing and recognizing objects with massive local image patches.
231-240
- Kirt D. Lillywhite, Beau J. Tippetts, Dah-Jye Lee:
Self-tuned Evolution-COnstructed features for general object recognition.
241-251
- Kuo-Liang Chung, Yong-Huai Huang, Shi-Ming Shen, Andrey S. Krylov, Dmitry V. Yurin, Ekaterina V. Semeikina:
Efficient sampling strategy and refinement strategy for randomized circle detection.
252-263
- Bálint Antal, András Hajdu:
Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods.
264-270
- Thai V. Hoang, Salvatore Tabbone:
Invariant pattern recognition using the RFM descriptor.
271-284
- Marian Mrozek, Marcin Zelawski, A. Gryglewski, S. Han, A. Krajniak:
Homological methods for extraction and analysis of linear features in multidimensional images.
285-298
Images, scenes, remote sensing, infrared
- Manish Narwaria, Weisi Lin, A. Enis Çetin:
Scalable image quality assessment with 2D mel-cepstrum and machine learning approach.
299-313
- Bin Xiao, Jian-Feng Ma, Jiangtao Cui:
Combined blur, translation, scale and rotation invariant image recognition by Radon and pseudo-Fourier-Mellin transforms.
314-321
- Hsiu-Hsia Lin, San-Ging Shu, Yueh-Huang Lin, Shyr-Shen Yu:
Bone age cluster assessment and feature clustering analysis based on phalangeal image rough segmentation.
322-332
- Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert:
Semantic hierarchies for image annotation: A survey.
333-345
- Dengsheng Zhang, Md. Monirul Islam, Guojun Lu:
A review on automatic image annotation techniques.
346-362
- Yu Han, Wei-Wei Wang, Xiang-Chu Feng:
A new fast multiphase image segmentation algorithm based on nonconvex regularizer.
363-372
- Xianglin Meng, Zhengzhi Wang, Lizhen Wu:
Building global image features for scene recognition.
373-380
- Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson:
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
381-392
- Sungho Kim, Joo-Hyoung Lee:
Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track.
393-406
Clustering, PCA, prototype
- Kuo-Lung Wu:
Analysis of parameter selections for fuzzy c-means.
407-415
- Gil David, Amir Averbuch:
SpectralCAT: Categorical spectral clustering of numerical and nominal data.
416-433
- Xiaojun Chen, Yunming Ye, Xiaofei Xu, Joshua Zhexue Huang:
A feature group weighting method for subspace clustering of high-dimensional data.
434-446
- Francisco de A. T. de Carvalho, Yves Lechevallier, Filipe M. de Melo:
Partitioning hard clustering algorithms based on multiple dissimilarity matrices.
447-464
- Zhihao Zhang, Jie Zhou:
Multi-task clustering via domain adaptation.
465-473
- Fanhua Shang, L. C. Jiao, Jiarong Shi, Fei Wang, Maoguo Gong:
Fast affinity propagation clustering: A multilevel approach.
474-486
- Deyu Meng, Qian Zhao, Zongben Xu:
Improve robustness of sparse PCA by L1-norm maximization.
487-497
- Sang-Woon Kim, B. John Oommen:
On using prototype reduction schemes to optimize locally linear reconstruction methods.
498-511
Classification, neural network
- João P. Papa, Alexandre X. Falcão, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares:
Efficient supervised optimum-path forest classification for large datasets.
512-520
- Jose G. Moreno-Torres, Troy Raeder, Rocío Alaíz-Rodríguez, Nitesh V. Chawla, Francisco Herrera:
A unifying view on dataset shift in classification.
521-530
- Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
An ensemble of filters and classifiers for microarray data classification.
531-539
- Fei Teng, Yixin Chen, Xin Dang:
Multiclass classification with potential function rules: Margin distribution and generalization.
540-551
- Hoel Le Capitaine, Carl Frélicot:
A family of measures for best top-n class-selective decision rules.
552-562
- Julian John McAuley, Tibério S. Caetano:
Fast matching of large point sets under occlusions.
563-569
- Sotirios P. Chatzis, Yiannis Demiris:
The copula echo state network.
570-577
Navigation, documents
Discovery, topic modeling, gradient vector
Gene expression, tensor factorization
Volume 45, Number 2, February 2012
Images, texture, spatial relation
- Aryaz Baradarani, Q. M. Jonathan Wu, Majid Ahmadi, Pankajkumar Mendapara:
Tunable halfband-pair wavelet filter banks and application to multifocus image fusion.
657-671
- Huaizhong Zhang, Philip J. Morrow, Sally I. McClean, Kurt Saetzler:
Coupling edge and region-based information for boundary finding in biomedical imagery.
672-684
- Camille Kurtz, Nicolas Passat, Pierre Gançarski, Anne Puissant:
Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology.
685-706
- Tetsu Matsukawa, Takio Kurita:
Image representation for generic object recognition using higher-order local autocorrelation features on posterior probability images.
707-719
- Michalis A. Savelonas, Eleftheria A. Mylona, Dimitris Maroulis:
Unsupervised 2D gel electrophoresis image segmentation based on active contours.
720-731
- Jarbas J. de M. Sá Junior, André Ricardo Backes:
A simplified gravitational model to analyze texture roughness.
732-741
- Wei-Chen Li, Du-Ming Tsai:
Wavelet-based defect detection in solar wafer images with inhomogeneous texture.
742-756
- Celina Maki Takemura, Roberto Marcondes Cesar Jr., Isabelle Bloch:
Modeling and measuring the spatial relation "along": Regions, contours and fuzzy sets.
757-766
Facial expressions
Features
Clustering, distance metric
Classification, discriminant analysis
Volume 45, Number 3, March 2012
Biometrics, DNA
- Yaohui Ding, Arun Ross:
A comparison of imputation methods for handling missing scores in biometric fusion.
919-933
- Phen-Lan Lin, Yan-Hao Lai, Po-Whei Huang:
Dental biometrics: Human identification based on teeth and dental works in bitewing radiographs.
934-946
- Wei-Feng Zhang, Hong Yan:
Exon prediction using empirical mode decomposition and Fourier transform of structural profiles of DNA sequences.
947-955
Ear, face, pedestrian
Signatures
- Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, M. I. Khalil, M. N. Moustafa, H. Abbas, Daigo Muramatsu, Berrin A. Yanikoglu, Alisher Kholmatov, Marcos Martinez-Diaz, Julian Fiérrez, Javier Ortega-Garcia, Josep Roure Alcobé, Joan Fabregas, Marcos Faúndez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual:
BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures.
993-1003
- Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi:
On measuring forgery quality in online signatures.
1004-1018
Learning, action, visual tracking
Clustering, classification
- Renato Cordeiro de Amorim, Boris Mirkin:
Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering.
1061-1075
- Ahlame Douzal Chouakria, Cécile Amblard:
Classification trees for time series.
1076-1091
- Shehzad Khalid, Shahid Razzaq:
Frameworks for multivariate m-mediods based modeling and classification in Euclidean and general feature spaces.
1092-1103
- Jian Yang, Lei Zhang, Yong Xu, Jing-Yu Yang:
Beyond sparsity: The role of L1-optimizer in pattern classification.
1104-1118
- Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You:
Semi-supervised classification based on random subspace dimensionality reduction.
1119-1135
- Jinghua Wang, Jane You, Qin Li, Yong Xu:
Extract minimum positive and maximum negative features for imbalanced binary classification.
1136-1145
- Zhaojie Ju, Honghai Liu:
Fuzzy Gaussian Mixture Models.
1146-1158
Images, neural disparity
Dimensionality reduction
Volume 45, Number 4, April 2012
Retina, Endocytosis, Cervical Smear
Pain, Gene Expression
Face Recognition
Handwriting, Signature, Documents
Classification, Kernel
- Mohammad H. Rohban, Hamid R. Rabiee:
Supervised neighborhood graph construction for semi-supervised classification.
1363-1372
- Jin Tian, Minqiang Li, Fuzan Chen, Jisong Kou:
Coevolutionary learning of neural network ensemble for complex classification tasks.
1373-1385
- Miguel Lázaro-Gredilla, Steven Van Vaerenbergh, Neil D. Lawrence:
Overlapping Mixtures of Gaussian Processes for the data association problem.
1386-1395
- Andrzej Ruta, Yongmin Li:
Learning pairwise image similarities for multi-classification using Kernel Regression Trees.
1396-1408
- Rosa Meo, Dipankar Bachar, Dino Ienco:
LODE: A distance-based classifier built on ensembles of positive and negative observations.
1409-1425
- Wenming Zheng, Zhouchen Lin:
A new discriminant subspace analysis approach for multi-class problems.
1426-1435
- Enrique Romero, Tingting Mu, Paulo J. G. Lisboa:
Cohort-based kernel visualisation with scatter matrices.
1436-1454
Dimensionality, 3D
- Shuzhi Sam Ge, Hongsheng He, Chengyao Shen:
Geometrically local embedding in manifolds for dimension reduction.
1455-1470
- Yan Cui, Liya Fan:
A novel supervised dimensionality reduction algorithm: Graph-based Fisher analysis.
1471-1481
- Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow:
Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction.
1482-1499
- Zhirong Yang, Erkki Oja:
Quadratic nonnegative matrix factorization.
1500-1510
- W. K. Wong:
Discover latent discriminant information for dimensionality reduction: Non-negative Sparseness Preserving Embedding.
1511-1523
- Cong-Kai Lin, Wen-Kai Tai:
Automatic upright orientation and good view recognition for 3D man-made models.
1524-1530
Images, Image Processing and Retrieval
- Matthew Browne:
Regularized tessellation density estimation with bootstrap aggregation and complexity penalization.
1531-1539
- Hongqing Zhu:
Image representation using separable two-dimensional continuous and discrete orthogonal moments.
1540-1558
- Nadeem Salamat, El-hadi Zahzah:
On the improvement of combined fuzzy topological and directional relations information.
1559-1568
- Bin Wang, Feng Pan, Kai-Mo Hu, Jean-Claude Paul:
Manifold-ranking based retrieval using k-regular nearest neighbor graph.
1569-1577
- Qi Ge, Liang Xiao, Jun Zhang, Zhihui Wei:
An improved region-based model with local statistical features for image segmentation.
1578-1590
- K. Seetharaman:
A block-oriented restoration in gray-scale images using full range autoregressive model.
1591-1601
- Bo Yang, Mo Dai:
Image reconstruction from continuous Gaussian-Hermite moments implemented by discrete algorithm.
1602-1616
- Xu Guanlei, Wang Xiaotong, Xu Xiaogang:
On analysis of bi-dimensional component decomposition via BEMD.
1617-1626
Objects, Scenes, Shadows
- Noha M. Elfiky, Fahad Shahbaz Khan, Joost van de Weijer, Jordi Gonzàlez:
Discriminative compact pyramids for object and scene recognition.
1627-1636
- Zhao Pei, Yanning Zhang, Tao Yang, Xiuwei Zhang, Yee-Hong Yang:
A novel multi-object detection method in complex scene using synthetic aperture imaging.
1637-1658
- Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, I. Olenina, S. Olenin, Evaldas Vaiciukynas:
Phase congruency-based detection of circular objects applied to analysis of phytoplankton images.
1659-1670
- Jianzhao Qin, Nelson Hon Ching Yung:
Feature fusion within local region using localized maximum-margin learning for scene categorization.
1671-1683
- Andres Sanin, Conrad Sanderson, Brian C. Lovell:
Shadow detection: A survey and comparative evaluation of recent methods.
1684-1695
Video, Multimedia, CAD
Clustering, Learning, Subspace Analysis
Manifolds, Error-Correcting Output Codes
Volume 45, Number 5, May 2012
Clustering and Classification
Face, Fingerprint
- Haijun Zhang, Q. M. Jonathan Wu, Tommy W. S. Chow, Ming-Bo Zhao:
A two-dimensional Neighborhood Preserving Projection for appearance-based face recognition.
1866-1876
- Tan Dat Nguyen, Surendra Ranganath:
Facial expressions in American sign language: Tracking and recognition.
1877-1891
- Xin Shu, Yao Gao, Hongtao Lu:
Efficient linear discriminant analysis with locality preserving for face recognition.
1892-1898
- Jae Kyu Suhr, Sungmin Eum, Ho Gi Jung, Gen Li, Gahyun Kim, Jaihie Kim:
Recognizability assessment of facial images for automated teller machine applications.
1899-1914
- Zujun Hou, Hwee Keong Lam, Wei-Yun Yau, Yue Wang:
A variational formulation for fingerprint orientation modeling.
1915-1926
Object Detection, Visual Tracking
Biometrics, Document Analysis
Texture, 3D
Dimension Reduction, Kernel
Volume 45, Number 6, June 2012
Special Issue Papers
- Dimitri Van De Ville, Seong-Whan Lee:
Brain decoding: Opportunities and challenges for pattern recognition.
2033-2034
- Malin Björnsdotter Åberg, Johan Wessberg:
Clustered sampling improves random subspace brain mapping.
2035-2040
- Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion:
A supervised clustering approach for fMRI-based inference of brain states.
2041-2049
- Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali:
De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data.
2050-2063
- Carlos Cabral, Margarida Silveira, Patricia Figueiredo:
Decoding visual brain states from fMRI using an ensemble of classifiers.
2064-2074
- Emanuele Olivetti, Sriharsha Veeramachaneni, Ewa Nowakowska:
Bayesian hypothesis testing for pattern discrimination in brain decoding.
2075-2084
- Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan W. Churchill, Stephen C. Strother:
Model sparsity and brain pattern interpretation of classification models in neuroimaging.
2085-2100
- Catrin O. Plumpton, Ludmila I. Kuncheva, Nikolaas N. Oosterhof, Stephen J. Johnston:
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data.
2101-2108
- Athina Tzovara, Micah M. Murray, Gijs Plomp, Michael H. Herzog, Christoph M. Michel, Marzia De Lucia:
Decoding stimulus-related information from single-trial EEG responses based on voltage topographies.
2109-2122
- Ian Daly, Slawomir J. Nasuto, Kevin Warwick:
Brain computer interface control via functional connectivity dynamics.
2123-2136
- Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs.
2137-2144
Regular Papers
- Thai V. Hoang, Salvatore Tabbone:
The generalization of the R-transform for invariant pattern representation.
2145-2163
- Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, Changshui Zhang:
Image deblurring with matrix regression and gradient evolution.
2164-2179
- Devis Tuia, Jordi Muñoz-Marí, Gustavo Camps-Valls:
Remote sensing image segmentation by active queries.
2180-2192
- Kim-Han Thung, Paramesran Raveendran, Chern-Loon Lim:
Content-based image quality metric using similarity measure of moment vectors.
2193-2204
- Alok Sharma, Kuldip K. Paliwal:
A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices.
2205-2213
- Shaohong Zhang, Hau-San Wong, Ying Shen:
Generalized Adjusted Rand Indices for cluster ensembles.
2214-2226
- Qiang Qian, Songcan Chen, Weiling Cai:
Simultaneous clustering and classification over cluster structure representation.
2227-2236
- Fanhua Shang, L. C. Jiao, Fei Wang:
Graph dual regularization non-negative matrix factorization for co-clustering.
2237-2250
- Jiye Liang, Xingwang Zhao, Deyu Li, Fuyuan Cao, Chuangyin Dang:
Determining the number of clusters using information entropy for mixed data.
2251-2265
- Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh, How-Lung Eng, Wei-Yun Yau:
An online AUC formulation for binary classification.
2266-2279
- Kris De Brabanter, Peter Karsmakers, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor:
Confidence bands for least squares support vector machine classifiers: A regression approach.
2280-2287
- Anil K. Ghosh, Fred Godtliebsen:
On hybrid classification using model assisted posterior estimates.
2288-2298
- Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang:
Least squares recursive projection twin support vector machine for classification.
2299-2307
- Lori A. Dalton, Edward R. Dougherty:
Optimal mean-square-error calibration of classifier error estimators under Bayesian models.
2308-2320
- Tzu-Tsung Wong:
A hybrid discretization method for naïve Bayesian classifiers.
2321-2325
- Jintu Fan, K. P. Chau, Xianfu Wan, Lili Zhai, Ethan Lau:
Prediction of facial attractiveness from facial proportions.
2326-2334
- Ronald Poppe:
Facing scalability: Naming faces in an online social network.
2335-2347
- Maria De Marsico, Michele Nappi, Daniel Riccio:
CABALA - Collaborative architectures based on biometric adaptable layers and activities.
2348-2362
- Nikolaos Tsapanos, Anastasios Tefas, Nikolaos Nikolaidis, Ioannis Pitas:
Shape matching using a binary search tree structure of weak classifiers.
2363-2376
- Ahmed Rebai, Alexis Joly, Nozha Boujemaa:
BLasso for object categorization and retrieval: Towards interpretable visual models.
2377-2389
- Tianxiang Bai, Y. F. Li:
Robust visual tracking with structured sparse representation appearance model.
2390-2404
- Li Liu, Paul W. Fieguth, David A. Clausi, Gangyao Kuang:
Sorted random projections for robust rotation-invariant texture classification.
2405-2418
- Reza Farrahi Moghaddam, Mohamed Cheriet:
AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization.
2419-2431
- Bogdan Raducanu, Fadi Dornaika:
A supervised non-linear dimensionality reduction approach for manifold learning.
2432-2444
Volume 45, Number 7, July 2012
Face
- Gabriel Hermosilla, Javier Ruiz-del-Solar, Rodrigo Verschae, Mauricio Correa:
A comparative study of thermal face recognition methods in unconstrained environments.
2445-2459
- Jean-François Connolly, Eric Granger, Robert Sabourin:
Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition.
2460-2477
- Ngoc-Son Vu, Hannah M. Dee, Alice Caplier:
Face recognition using the POEM descriptor.
2478-2488
- Nicholas Vretos, Nikos Nikolaidis, Ioannis Pitas:
Video fingerprinting using Latent Dirichlet Allocation and facial images.
2489-2498
- Ognjen Arandjelovic:
Colour invariants under a non-linear photometric camera model and their application to face recognition from video.
2499-2509
- Gui-Fu Lu, Jian Zou, Yong Wang:
Incremental complete LDA for face recognition.
2510-2521
Fingerprint
Activity detection
Pedestrian and object
Word spotting and signature generation
Clustering and classification
- Daniel Graves, Joost Noppen, Witold Pedrycz:
Clustering with proximity knowledge and relational knowledge.
2633-2644
- Theam Foo Ng, Tuan D. Pham, Xiuping Jia:
Feature interaction in subspace clustering using the Choquet integral.
2645-2660
- Weijie Chen, Brandon D. Gallas, Waleed A. Yousef:
Classifier variability: Accounting for training and testing.
2661-2671
- Qinbao Song, Guangtao Wang, Chao Wang:
Automatic recommendation of classification algorithms based on data set characteristics.
2672-2689
- Sankar K. Pal, Saroj K. Meher, Soumitra Dutta:
Class-dependent rough-fuzzy granular space, dispersion index and classification.
2690-2707
- Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Robust classification using ℓ2, 1-norm based regression model.
2708-2718
Discriminant analysis
Denoising, images, and segmentation
- Yingtao Zhang, H. D. Cheng, Jianhua Huang, Xianglong Tang:
An effective and objective criterion for evaluating the performance of denoising filters.
2743-2757
- Jean-Charles Pinoli, Johan Debayle:
Adaptive generalized metrics, distance maps and nearest neighbor transforms on gray tone images.
2758-2768
- Shigang Liu, Yali Peng:
A local region-based Chan-Vese model for image segmentation.
2769-2779
- Hui Wang, Hong Zhang, Nilanjan Ray:
Clump splitting via bottleneck detection and shape classification.
2780-2787
- Aurélien Ducournau, Alain Bretto, Soufiane Rital, Bernard Laget:
A reductive approach to hypergraph clustering: An application to image segmentation.
2788-2803
- Caglar Ari, Selim Aksoy, Orhan Arikan:
Maximum likelihood estimation of Gaussian mixture models using stochastic search.
2804-2816
3D, boundary, agriculture products
Volume 45, Number 8, August 2012
Eye-hand, face
Images
Object
Features, dimensionality
Clustering
Corrigendum
Volume 45, Number 9, September 2012
Special Issue Papers
- Mario Hernández-Tejera, João Miguel Raposo Sanches, Jordi Vitrià:
Selected papers from Iberian Conference on Pattern Recognition and Image Analysis.
3047
- Artur J. Ferreira, Mário A. T. Figueiredo:
An unsupervised approach to feature discretization and selection.
3048-3060
- Helena Aidos, Ana L. N. Fred:
Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering.
3061-3071
- Jaume Gibert, Ernest Valveny, Horst Bunke:
Graph embedding in vector spaces by node attribute statistics.
3072-3083
- Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski:
An extensive experimental comparison of methods for multi-label learning.
3084-3104
- Jon Almazán, Alicia Fornés, Ernest Valveny:
A non-rigid appearance model for shape description and recognition.
3105-3113
- Tadmeri Narayan Vikram, Marko Tscherepanow, Britta Wrede:
A saliency map based on sampling an image into random rectangular regions of interest.
3114-3124
- Luis Antón-Canalís, Mario Hernández-Tejera, Elena Sánchez-Nielsen:
Distance maps from unthresholded magnitudes.
3125-3130
- Leonid Pishchulin, Tobias Gass, Philippe Dreuw, Hermann Ney:
Image warping for face recognition: From local optimality towards global optimization.
3131-3140
- Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer:
Bootstrapping Boosted Random Ferns for discriminative and efficient object classification.
3141-3153
- Markus Glaß, Birgit Möller, Anne Zirkel, Kristin Wächter, Stefan Hüttelmaier, Stefan Posch:
Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines.
3154-3165
- Jorge Bernal, Javier Sánchez, Fernando Vilariño:
Towards automatic polyp detection with a polyp appearance model.
3166-3182
- Joan Albert Silvestre-Cerdà, Jesús Andrés-Ferrer, Jorge Civera:
Explicit length modelling for statistical machine translation.
3183-3192
- Pascual Martínez-Gómez, Germán Sanchis-Trilles, Francisco Casacuberta:
Online adaptation strategies for statistical machine translation in post-editing scenarios.
3193-3203
Regular Papers
- Dilip K. Prasad, Maylor K. H. Leung, Siu-Yeung Cho:
Edge curvature and convexity based ellipse detection method.
3204-3221
- Rong-Xiang Hu, Wei Jia, Yang Zhao, Jie Gui:
Perceptually motivated morphological strategies for shape retrieval.
3222-3230
- Gloria Haro:
Shape from Silhouette Consensus.
3231-3244
- L. Díaz-Más, Francisco José Madrid-Cuevas, Rafael Muñoz-Salinas, Ángel Carmona Poyato, Rafael Medina Carnicer:
An octree-based method for shape from inconsistent silhouettes.
3245-3255
- Chanho Jung, Changick Kim:
Real-time estimation of 3D scene geometry from a single image.
3256-3269
- José A. Rodríguez-Serrano, Florent Perronnin:
Synthesizing queries for handwritten word image retrieval.
3270-3276
- Youssouf Chherawala, Mohamed Cheriet:
W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents.
3277-3287
- Beom-Seok Oh, Kar-Ann Toh, Kwontaeg Choi, Andrew Beng Jin Teoh, Jaihie Kim:
Extraction and fusion of partial face features for cancelable identity verification.
3288-3303
- Bongjin Jun, Daijin Kim:
Robust face detection using local gradient patterns and evidence accumulation.
3304-3316
- Satyajit N. Kautkar, Gary A. Atkinson, Melvyn L. Smith:
Face recognition in 2D and 2.5D using ridgelets and photometric stereo.
3317-3327
- Shi-Lin Wang, Alan Wee-Chung Liew:
Physiological and behavioral lip biometrics: A comprehensive study of their discriminative power.
3328-3335
- Yiu-ming Cheung, Xin Liu, Xinge You:
A local region based approach to lip tracking.
3336-3347
- Rong-Xiang Hu, Wei Jia, David Zhang, Jie Gui, Liang-Tu Song:
Hand shape recognition based on coherent distance shape contexts.
3348-3359
- Thai Hoang Le, Hoang Thien Van:
Fingerprint reference point detection for image retrieval based on symmetry and variation.
3360-3372
- Priyanka Das, Kannan Karthik, Boul Chandra Garai:
A robust alignment-free fingerprint hashing algorithm based on minimum distance graphs.
3373-3388
- Si Wu, Hau-San Wong:
Joint segmentation of collectively moving objects using a bag-of-words model and level set evolution.
3389-3401
- Shifeng Li, Huchuan Lu, Lei Zhang:
Arbitrary body segmentation in static images.
3402-3413
- Sruti Das Choudhury, Tardi Tjahjadi:
Silhouette-based gait recognition using Procrustes shape analysis and elliptic Fourier descriptors.
3414-3426
- Tiziana D'Orazio, F. Palumbo, Cataldo Guaragnella:
Archaeological trace extraction by a local directional active contour approach.
3427-3438
- Suet-Peng Yong, Jeremiah D. Deng, Martin K. Purvis:
Novelty detection in wildlife scenes through semantic context modelling.
3439-3450
- Yeol-Min Seong, HyunWook Park:
Multiple target tracking using cognitive data association of spatiotemporal prediction and visual similarity.
3451-3462
- Yanyan He, M. Yousuff Hussaini, Jianwei Ma, Behrang Shafei, Gabriele Steidl:
A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data.
3463-3471
- Manuel Graña, Miguel Angel Veganzones:
An endmember-based distance for content based hyperspectral image retrieval.
3472-3489
- Chi Young Ahn, Yoon Mo Jung, Ohin Kwon, Jin Keun Seo:
Fast segmentation of ultrasound images using robust Rayleigh distribution decomposition.
3490-3500
- Vijayakumar Chinnadurai, Gharpure Damayanti Chandrashekhar:
Neuro-levelset system based segmentation in dynamic susceptibility contrast enhanced and diffusion weighted magnetic resonance images.
3501-3511
- Yonggang Lu, Yi Wan:
Clustering by Sorting Potential Values (CSPV): A novel potential-based clustering method.
3512-3522
- Servane Gey:
Risk bounds for CART classifiers under a margin condition.
3523-3534
- Andrew R. J. Clark, Richard M. Everson:
Multi-objective learning of Relevance Vector Machine classifiers with multi-resolution kernels.
3535-3543
- Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen:
LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs.
3544-3556
- Pinghua Gong, Changshui Zhang:
Efficient Nonnegative Matrix Factorization via projected Newton method.
3557-3565
- Leandro A. F. Fernandes, Manuel M. Oliveira:
A general framework for subspace detection in unordered multidimensional data.
3566-3579
- Noha A. Yousri, Mohamed S. Kamel, Mohamed A. Ismail:
Corrigendum to "A distance-relatedness dynamic model for clustering high dimensional data of arbitrary shapes and densities" [Pattern Recognition 42 (2009) 1193-1209].
3580-3582
Volume 45, Number 10, October 2012
Face, palm
Gait, action
Visual tracking, motion
Sketch representation, handwriting
Features, junctions, abnormalities
Discriminant, classification, SVM
- Quanxue Gao, Jingjing Liu, Haijun Zhang, Jun Hou, Xiaojing Yang:
Enhanced fisher discriminant criterion for image recognition.
3717-3724
- Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli:
Novel Fisher discriminant classifiers.
3725-3737
- Muhammad Atif Tahir, Josef Kittler, Fei Yan:
Inverse random under sampling for class imbalance problem and its application to multi-label classification.
3738-3750
- Ran Wang, Sam Kwong, Degang Chen:
Inconsistency-based active learning for support vector machines.
3751-3767
Graph matching, 3D
Histograms, equalization and matching
Texture, non-uniform patterns
Volume 45, Number 11, November 2012
Eyes, faces, biometrics
Objects, action
Patterns, symbols
Clustering
SVM, HMM
Image segmentation
- Rui Caseiro, Pedro Martins, João F. Henriques, Jorge Batista:
A nonparametric Riemannian framework on tensor field with application to foreground segmentation.
3997-4017
- Peng Zhang, Ming Li, Yan Wu, Lu Gan, Ming Liu, Fan Wang, Gaofeng Liu:
Unsupervised multi-class segmentation of SAR images using fuzzy triplet Markov fields model.
4018-4033
- Lin Wang, Jianfu Cao, Chongzhao Han:
Multidimensional particle swarm optimization-based unsupervised planar segmentation algorithm of unorganized point clouds.
4034-4043
Image representation, retrieval
Volume 45, Number 12, December 2012
Face, fingerprint
- Jinghua Wang, Jane You, Qin Li, Yong Xu:
Orthogonal discriminant vector for face recognition across pose.
4069-4079
- Symeon Nikitidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas:
Subclass discriminant Nonnegative Matrix Factorization for facial image analysis.
4080-4091
- Birkan Tunç, Volkan Dagli, Muhittin Gökmen:
Class dependent factor analysis and its application to face recognition.
4092-4102
- Aydin Akyol, Muhittin Gökmen:
Super-resolution reconstruction of faces by enhanced global models of shape and texture.
4103-4116
- Xiaodong Wang, Fang Liu, L. C. Jiao, Zhiguo Zhou, Jingjing Yu, Bing Li, Jianrui Chen, Jiao Wu, Fanhua Shang:
An evidential reasoning based classification algorithm and its application for face recognition with class noise.
4117-4128
- Song Wang, Jiankun Hu:
Alignment-free cancelable fingerprint template design: A densely infinite-to-one mapping (DITOM) approach.
4129-4137
Bladder, cell
Pose, activity, visual recognition
- Iuri Frosio, Alberto Alzati, Marina Bertolini, Cristina Turrini, N. Alberto Borghese:
Linear pose estimate from corresponding conics.
4169-4181
- Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet:
Mid-level features and spatio-temporal context for activity recognition.
4182-4191
- Irene Kotsia, Weiwei Guo, Ioannis Patras:
Higher rank Support Tensor Machines for visual recognition.
4192-4203
- Xiao Liu, Mingli Song, Qi Zhao, Dacheng Tao, Chun Chen, Jiajun Bu:
Attribute-restricted latent topic model for person re-identification.
4204-4213
Symbol spotting, handwriting, documents
- Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier:
An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings.
4214-4224
- Yiqing Liang, Michael C. Fairhurst, Richard M. Guest:
A synthesised word approach to word retrieval in handwritten documents.
4225-4236
- M. Mehdi Haji, Tien D. Bui, Ching Y. Suen:
Removal of noise patterns in handwritten images using expectation maximization and fuzzy inference systems.
4237-4249
- Yung-Hsiang Chiu, Kuo-Liang Chung, Wei-Ning Yang, Yong-Huai Huang, Chi-Huang Liao:
Parameter-free based two-stage method for binarizing degraded document images.
4250-4262
Images, texture, smoke detection
- Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini, Abdelaziz Ouamri:
Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints.
4263-4278
- Tomás Suk, Cyril Höschl IV, Jan Flusser:
Decomposition of binary images - A survey and comparison.
4279-4291
- Zhongwei He, Wei Lu, Wei Sun, Jiwu Huang:
Digital image splicing detection based on Markov features in DCT and DWT domain.
4292-4299
- Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song:
Improved direction estimation for Di Zenzo's multichannel image gradient operator.
4300-4311
- Susana Álvarez, Maria Vanrell:
Texton theory revisited: A bag-of-words approach to combine textons.
4312-4325
- Feiniu Yuan:
A double mapping framework for extraction of shape-invariant features based on multi-scale partitions with AdaBoost for video smoke detection.
4326-4336
Clustering, classification
- Pierre Hansen, Manuel Ruiz, Daniel Aloise:
A VNS heuristic for escaping local extrema entrapment in normalized cut clustering.
4337-4345
- Xin Wei, Zhen Yang:
The infinite Student's t-factor mixture analyzer for robust clustering and classification.
4346-4357
- L. C. Jiao, Fanhua Shang, Fei Wang, Yuanyuan Liu:
Fast semi-supervised clustering with enhanced spectral embedding.
4358-4369
- Danilo Horta, Ricardo J. G. B. Campello:
Automatic aspect discrimination in data clustering.
4370-4388
- Marc Boullé:
Functional data clustering via piecewise constant nonparametric density estimation.
4389-4401
- Chin-Chun Chang, Hsin-Yi Chen:
Semi-supervised clustering with discriminative random fields.
4402-4413
- Irene Rodriguez-Lujan, Carlos Santa Cruz, Ramón Huerta:
Hierarchical linear support vector machine.
4414-4427
- Songfeng Zheng, Weixiang Liu:
Functional gradient ascent for Probit regression.
4428-4437
Sample size, data labeling and dimensionality
Tracking
Morphology, learning
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