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ICPR 2014: Stockholm, Sweden
- 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5208-3
Invited Talk: Computer Vision
- Kenichi Kanatani:
Statistical Optimization for Geometric Estimation: Minimization vs. Non-minimization. 1-8
Invited Talk: Pattern Recognition and Machine Learning
- Oisin Mac Aodha, Vassilios Stathopoulos, Gabriel J. Brostow, Michael Terry, Mark A. Girolami, Kate E. Jones:
Putting the Scientist in the Loop - Accelerating Scientific Progress with Interactive Machine Learning. 9-17
Invited Talk: Biomedical Image Analysis
- Nikos Paragios, Nikos Komodakis:
Discrete Visual Perception. 18-25
Invited Talk: Image, Speech, Signal, and Video Processing
- Jonathan Krause, Timnit Gebru, Jia Deng, Li-Jia Li, Li Fei-Fei:
Learning Features and Parts for Fine-Grained Recognition. 26-33
Invited Talk: Document Analysis, Biometrics, and Pattern Recognition Applications
- Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li:
Deep Metric Learning for Person Re-identification. 34-39
Shape and Matching
- Utpala Musti, Ziheng Zhou, Matti Pietikäinen:
Facial 3D Shape Estimation from Images for Visual Speech Animation. 40-45 - John Corring, Anand Rangarajan:
Shape from Phase: An Integrated Level Set and Probability Density Shape Representation. 46-51 - Mark Moyou, Koffi Eddy Ihou, Adrian M. Peter:
LBO-Shape Densities: Efficient 3D Shape Retrieval Using Wavelet Density Estimation. 52-57 - Han-Bing Qu, Ji-Chao Li, Jia-Qiang Wang, Lin Xiang, Hai-Jun Tao:
Robust Point Set Matching under Variational Bayesian Framework. 58-63 - Che-Han Chang, Chiu-Ju Chen, Yung-Yu Chuang:
Spatially-Varying Image Warps for Scene Alignment. 64-69 - Danping Liao, Yuntao Qian, Jun Zhou:
Visualization of Hyperspectral Imaging Data Based on Manifold Alignment. 70-75
Statistical, Syntactic, and Structural Pattern Recognition
- Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo:
A Matrix Factorization Approach to Graph Compression. 76-81 - Fernanda B. Silva, Salvatore Tabbone, Ricardo da Silva Torres:
BoG: A New Approach for Graph Matching. 82-87 - Lu Bai, Horst Bunke, Edwin R. Hancock:
An Attributed Graph Kernel from the Jensen-Shannon Divergence. 88-93 - Francisco Escolano, Edwin R. Hancock:
The Mutual Information between Graphs. 94-99 - Richard C. Wilson:
Graph Signatures for Evaluating Network Models. 100-105 - Fillipe D. M. de Souza, Sudeep Sarkar, Anuj Srivastava, Jingyong Su:
Pattern Theory-Based Interpretation of Activities. 106-111
Segmentation, Features, and Descriptors
- Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj:
Automatic Object Segmentation by Quantum Cuts. 112-117 - Yuping Duan, Weimin Huang, Jiayin Zhou, Huibin Chang, Tieyong Zeng:
A Two-Stage Image Segmentation Method Using Euler's Elastica Regularized Mumford-Shah Model. 118-123 - Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
Comparison of Body Shape Descriptors for Biometric Recognition Using MMW Images. 124-129 - Christian Desrosiers:
A Fast and Adaptive Random Walks Approach for the Unsupervised Segmentation of Natural Images. 130-135 - Tinghuai Wang, John P. Collomosse, Adrian Hilton:
Wide Baseline Multi-view Video Matting Using a Hybrid Markov Random Field. 136-141 - Anders Bjorholm Dahl, Vedrana Andersen Dahl:
Dictionary Snakes. 142-147
Pattern Recognition / Biometrics
- Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath:
An Automated System for Plant-Level Disease Rating in Real Fields. 148-153 - Line Eikvil, Marit Holden:
Evaluation of Binary Descriptors for Fast and Fully Automatic Identification. 154-159 - Hamid Reza Sharifzadeh, Hengyi Zhang, Adams Wai-Kin Kong:
Vein Pattern Visualization through Multiple Mapping Models and Local Parameter Estimation for Forensic Investigation. 160-165 - Rogério Schmidt Feris, Lisa M. Brown, Sharath Pankanti, Ming-Ting Sun:
Appearance-Based Object Detection Under Varying Environmental Conditions. 166-171 - Zhen Dong, Mingtao Pei, Yang He, Ting Liu, Yanmei Dong, Yunde Jia:
Vehicle Type Classification Using Unsupervised Convolutional Neural Network. 172-177 - Le Li, Zhiwen Yu, Jiming Liu, Jane You, Hau-San Wong, Guoqiang Han:
Multi-view Based AdaBoost Classifier Ensemble for Class Prediction from Gene Expression Profiles. 178-183
Geometry
- Avinash Kumar, Narendra Ahuja:
Generalized Radial Alignment Constraint for Camera Calibration. 184-189 - Pengfei Dou, Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris:
Benchmarking 3D Pose Estimation for Face Recognition. 190-195 - Danda Pani Paudel, Cédric Demonceaux, Adlane Habed, Pascal Vasseur:
Localization of 2D Cameras in a Known Environment Using Direct 2D-3D Registration. 196-201 - Avinash Kumar, Narendra Ahuja:
Non-frontal Camera Calibration Using Focal Stack Imagery. 202-207 - Feiyang Cheng, Hong Zhang, Mingui Sun, Helong Wang, Ding Yuan:
Cross-Trees for Stereo Matching with Priors. 208-213
Classification and Clustering I
- Abul Hasnat, Olivier Alata, Alain Trémeau:
Unsupervised Clustering of Depth Images Using Watson Mixture Model. 214-219 - Xiang Wang, Fei Wang, Jianying Hu:
A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. 220-225 - Hakan Cevikalp:
2-Sided Best Fitting Hyperplane Classifier. 226-231 - Wafa Bel Haj Ali, Richard Nock, Michel Barlaud:
Boosting Stochastic Newton with Entropy Constraint for Large-Scale Image Classification. 232-237 - Ziheng Wang, Xiaoyang Wang, Qiang Ji:
Learning with Hidden Information. 238-243
Handwriting Analysis and Recognition
- Ming-Ke Zhou, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu:
Improving Handwritten Chinese Character Recognition with Discriminative Quadratic Feature Extraction. 244-249 - Chetan Ramaiah, Réjean Plamondon, Venu Govindaraju:
A Sigma-Lognormal Model for Handwritten Text CAPTCHA Generation. 250-255 - David Fernández Mota, Jon Almazán, Núria Cirera, Alicia Fornés, Josep Lladós:
BH2M: The Barcelona Historical, Handwritten Marriages Database. 256-261 - Yukihiko Yamashita, Toru Wakahara:
k-NN Classification of Handwritten Characters Using a New Distortion-Tolerant Matching Measure. 262-267 - Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin:
Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries. 268-272
Biometrics and Pattern Recognition Applications
- Yasmina Andreu, Josep Lopez-Centelles, Ramón Alberto Mollineda, Pedro García-Sevilla:
Analysis of the Effect of Image Resolution on Automatic Face Gender Classification. 273-278 - Jianwei Luo, Zhiguo Jiang:
Learning Semantic Binary Codes by Encoding Attributes for Image Retrieval. 279-284 - Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre:
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. 285-290 - Di Miao, Zhenan Sun, Yongzhen Huang:
Fusion of Multibiometrics Based on a New Robust Linear Programming. 291-296 - Hedi Tabia, Ngoc-Son Vu:
3D Shape Classification Using Information Fusion. 297-302 - Vijay Kumar, Anoop M. Namboodiri, C. V. Jawahar:
Face Recognition in Videos by Label Propagation. 303-308 - Lu Liu, Xiaoqing Lu, Songping Fu, Jingwei Qu, Liangcai Gao, Zhi Tang:
Plane Geometry Figure Retrieval Based on Bilayer Geometric Attributed Graph Matching. 309-314 - Francisco Cruz, Oriol Ramos Terrades:
EM-Based Layout Analysis Method for Structured Documents. 315-320 - Jongpil Kim, Vladimir Pavlovic:
Ancient Coin Recognition Based on Spatial Coding. 321-326 - Xianzhi Du, David S. Doermann, Wael Abd-Almageed:
Signature Matching Using Supervised Topic Models. 327-332 - Kohei Inai, Marten Palsson, Volkmar Frinken, Yaokai Feng, Seiichi Uchida:
Selective Concealment of Characters for Privacy Protection. 333-338 - Gee-Sern Hsu, Yu-Lun Liu, Hsiao-Chia Peng, Sheng-Luen Chung:
RGB-D Based Face Reconstruction and Recognition. 339-344 - Farid Abedan Kondori, Shahrouz Yousefi, Ahmad Ostovar, Li Liu, Haibo Li:
A Direct Method for 3D Hand Pose Recovery. 345-350 - Yajie Zhao, Changpeng Ti, Xinyu Huang, Alade O. Tokuta, Ruigang Yang:
A Performance Comparison between Circular and Spline-Based Methods for Iris Segmentation. 351-356 - Riccardo Satta, Javier Galbally, Laurent Beslay:
Children Gender Recognition Under Unconstrained Conditions Based on Contextual Information. 357-362 - Pierre-François Marteau, Sylvie Gibet, Clément Reverdy:
Down-sampling Coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. 363-368 - Zhaoxiang Zhang, Jianliang Hao, Yunhong Wang, Yuhang Zhao:
Enhanced Human Parsing with Multiple Feature Fusion and Augmented Pose Model. 369-374 - Nese Alyüz, Berk Gökberk, Lale Akarun:
Detection of Realistic Facial Occlusions for Robust 3D Face Recognition. 375-380 - Jia-xin Cai, Xin Tang, Guo-Can Feng:
Learning Pose Dictionary for Human Action Recognition. 381-386 - Zhen Lei, Dong Yi, Stan Z. Li:
Local Gradient Order Pattern for Face Representation and Recognition. 387-392 - Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz:
Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition. 393-398 - Lei Nie, Ajay Kumar, Song Zhan:
Periocular Recognition Using Unsupervised Convolutional RBM Feature Learning. 399-404 - Amioy Kumar, Ajay Kumar:
Adaptive Security for Human Surveillance Using Multimodal Open Set Biometric Recognition. 405-410 - Xi Chen, Markus Koskela:
Using Appearance-Based Hand Features for Dynamic RGB-D Gesture Recognition. 411-416 - Adel Lablack, Taner Danisman, Ioan Marius Bilasco, Chabane Djeraba:
A Local Approach for Negative Emotion Detection. 417-420 - Ali Seydi Keçeli, Ahmet Burak Can:
A Multimodal Approach for Recognizing Human Actions Using Depth Information. 421-426 - Md. Rabiul Islam, Frodo Kin-Sun Chan, Adams Wai-Kin Kong:
A Preliminary Study of Lower Leg Geometry as a Soft Biometric Trait for Forensic Investigation. 427-431 - Youngsung Kim, Francisco C. Pereira, Fang Zhao, Ajinkya Ghorpade, Pericles Christopher Zegras, Moshe E. Ben-Akiva:
Activity Recognition for a Smartphone Based Travel Survey Based on Cross-User History Data. 432-437 - Ramachandra Raghavendra, Kiran B. Raja, Bian Yang, Christoph Busch:
Automatic Face Quality Assessment from Video Using Gray Level Co-occurrence Matrix: An Empirical Study on Automatic Border Control System. 438-443 - Yazhou Yang, Dan Tu, Guohui Li:
Gait Recognition Using Flow Histogram Energy Image. 444-449 - Yue Wang, Zhi Zhou, Eam Khwang Teoh, Bolan Su:
Human Hair Segmentation and Length Detection for Human Appearance Model. 450-454 - Yue Wu, Qiang Ji:
Learning the Deep Features for Eye Detection in Uncontrolled Conditions. 455-459 - Jia Wu, Raymond Tse, Linda G. Shapiro:
Learning to Rank the Severity of Unrepaired Cleft Lip Nasal Deformity on 3D Mesh Data. 460-464 - Ali Moeini, Hossein Moeini, Karim Faez:
Real-Time Pose-Invariant Face Recognition by Triplet Pose Sparse Matrix from Only a Single Image. 465-470 - Xuqing Wu, Shishir K. Shah:
Regularized Multi-view Multi-metric Learning for Action Recognition. 471-476 - Hitoshi Nishimura, Yuko Ozasa, Yasuo Ariki, Mikio Nakano:
Selection of Unknown Objects Specified by Speech Using Models Constructed from Web Images. 477-482 - Yasuyuki Yamazaki, Hideitsu Hino, Kazuhiro Fukui:
Sensing Visual Attention by Sequential Patterns. 483-488 - Annalisa Franco, Dario Maio, Francesco Turroni:
Spatio-temporal Keypoints for Video-Based Face Recognition. 489-494 - Frodo Kin-Sun Chan, Adams Wai-Kin Kong:
Using Leg Geometry to Align Androgenic Hair Patterns in Low Resolution Images for Criminal and Victim Identification. 495-500 - Areum Lee, Heung-Il Suk, Seong-Whan Lee:
View-Invariant 3D Action Recognition Using Spatiotemporal Self-Similarities from Depth Camera. 501-505 - Jiangning Gao, Mehryar Emambakhsh, Adrian N. Evans:
A Low Dimensionality Expression Robust Rejector for 3D Face Recognition. 506-511 - Jing Gien, Yuan Yan Tang, C. L. Philip Chen, Yuewei Lin:
Dual Fuzzy Hypergraph Regularized Multi-label Learning for Protein Subcellular Location Prediction. 512-516 - Jiajun Wen, Zhihui Lai, Wai Keung Wong, Jinrong Cui, Minghua Wan:
Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. 517-521 - Hoang-Nam Bui, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim:
Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique. 522-526 - Heinz Hofbauer, Fernando Alonso-Fernandez, Peter Wild, Josef Bigün, Andreas Uhl:
A Ground Truth for Iris Segmentation. 527-532 - Jean-Pierre Salmon, Laurent Wendling:
On the Scalability of Graphic Symbol Recognition. 533-537 - Antoni Liang, Wanquan Liu, Ling Li, Mir Rizwan Farid, Vuong Le:
Accurate Facial Landmarks Detection for Frontal Faces with Extended Tree-Structured Models. 538-543 - Xingyu Wu, Xia Mao, Lijiang Chen, Yu-Li Xue, Angelo Compare:
View-Invariant Gesture Recognition Using Nonparametric Shape Descriptor. 544-549 - Yu Yu, Yonghong Song, Yuanlin Zhang:
Real Time Fingertip Detection with Kinect Depth Image Sequences. 550-555
Biomedical Image Analysis: Image Segmentation
- Mohammad Havaei, Pierre-Marc Jodoin, Hugo Larochelle:
Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification. 556-561 - Julien Lefèvre, Guillaume Auzias, David Germanaud:
Brain Lobes Revealed by Spectral Clustering. 562-567 - Yu Cao, Patrick McNeillie, Tanveer F. Syeda-Mahmood:
Segmentation of Anatomical Structures in Four-Chamber View Echocardiogram Images. 568-573 - Nicolas Lermé, Florence Rossant, Isabelle Bloch, Michel Pâques, Edouard Koch:
Segmentation of Retinal Arteries in Adaptive Optics Images. 574-579 - Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof:
Exploring Brain Tumor Heterogeneity for Survival Time Prediction. 580-585
Recognition - Categorization
- Vladislav Kramarev, Sebastian Zurek, Jeremy L. Wyatt, Ales Leonardis:
Object Categorization from Range Images Using a Hierarchical Compositional Representation. 586-591 - Mathias Rothermel, Norbert Haala, Konrad Wenzel, Dimitri Bulatov:
Fast and Robust Generation of Semantic Urban Terrain Models from UAV Video Streams. 592-597 - Chikao Tsuchiya, Tomasz Malisiewicz, Antonio Torralba:
Exemplar Network: A Generalized Mixture Model. 598-603 - Chong Wang, Junge Zhang, Peipei Yang, Kaiqi Huang:
Robust Object Recognition via Visual Pathway Feedback. 604-607 - Harald Hanselmann, Hermann Ney:
Fine-Grained Visual Categorization with 2D-Warping. 608-613
Support Vector Machines and Kernel Methods
- Maurizio Filippone:
Bayesian Inference for Gaussian Process Classifiers with Annealing and Pseudo-Marginal MCMC. 614-619 - Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma:
A Novel Sphere-Based Maximum Margin Classification Method. 620-624 - Hichem Sahbi:
Network-Dependent Image Annotation Based on Explicit Context-Dependent Kernel Maps. 625-630 - Pierre-Anthony Grenier, Luc Brun, Didier Villemin:
A Graph Kernel Incorporating Molecule's Stereisomerism Information. 631-636 - Benoit Gaüzère, Luc Brun, Didier Villemin:
Graph Kernel Encoding Substituents' Relative Positioning. 637-642
Image and Video Analysis and Understanding I
- Hamdi Jenzri, Hichem Frigui, Paul D. Gader:
Robust Context Dependent Spectral Unmixing. 643-647 - Chaoyang Zhao, Wei Fu, Jinqiao Wang, Xiao Bai, Qingshan Liu, Hanqing Lu:
Discriminative Context Models for Collective Activity Recognition. 648-653 - Kyaw Kyaw Htike, David C. Hogg:
Efficient Non-iterative Domain Adaptation of Pedestrian Detectors to Video Scenes. 654-659 - Eshed Ohn-Bar, Sujitha Martin, Ashish Tawari, Mohan M. Trivedi:
Head, Eye, and Hand Patterns for Driver Activity Recognition. 660-665 - I-Hong Jhuo, D. T. Lee:
Video Event Detection via Multi-modality Deep Learning. 666-671
Biometrics and Forensic Applications
- Chao Chen, Haodong Li, Weiqi Luo, Rui Yang, Jiwu Huang:
Anti-forensics of JPEG Detectors via Adaptive Quantization Table Replacement. 672-677 - Ning Zhang, Xin Yang, Yali Zang, Xiaofei Jia, Jie Tian:
Overlapped Fingerprints Separation Based on Adaptive Orientation Model Fitting. 678-683 - Sunpreet S. Arora, Kai Cao, Anil K. Jain, Nicholas G. Paulter Jr.:
3D Fingerprint Phantoms. 684-689 - Yi Wang, Lipeng Wang, Yiu-ming Cheung, Pong Chi Yuen:
Fingerprint Geometric Hashing Based on Binary Minutiae Cylinder Codes. 690-695