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ORCIDIEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 37
Volume 37, Number 1, January 2015
- David A. Forsyth:
State of the Journal. 1 - Qinfeng Shi
, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang:
A Hybrid Loss for Multiclass and Structured Prediction. 2-12 - Qiang Chen, Zheng Song, Jian Dong, ZhongYang Huang, Yang Hua, Shuicheng Yan:
Contextualizing Object Detection and Classification. 13-27 - Xiao-Lei Zhang:
Convex Discriminative Multitask Clustering. 28-40 - Marinka Zitnik, Blaz Zupan:
Data Fusion by Matrix Factorization. 41-53 - Min Xiao, Yuhong Guo:
Feature Space Independent Semi-Supervised Domain Adaptation via Kernel Matching. 54-66 - Ying Xiong, Ayan Chakrabarti, Ronen Basri, Steven J. Gortler, David W. Jacobs, Todd E. Zickler:
From Shading to Local Shape. 67-79 - Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud:
Gentle Nearest Neighbors Boosting over Proper Scoring Rules. 80-93 - Amos Sironi, Bugra Tekin, Roberto Rigamonti, Vincent Lepetit, Pascal Fua:
Learning Separable Filters. 94-106 - Min-Ling Zhang, Lei Wu:
Lift: Multi-Label Learning with Label-Specific Features. 107-120 - Ricardo Silveira Cabral, Fernando De la Torre, João Paulo Costeira, Alexandre Bernardino:
Matrix Completion for Weakly-Supervised Multi-Label Image Classification. 121-135 - Michael E. Houle, Michael Nett:
Rank-Based Similarity Search: Reducing the Dimensional Dependence. 136-150 - Byung-Woo Hong, Stefano Soatto:
Shape Matching Using Multiscale Integral Invariants. 151-160 - Ohad Ben-Shahar, Guy Ben-Yosef:
Tangent Bundle Elastica and Computer Vision. 161-174 - Yufeng Li, Zhi-Hua Zhou:
Towards Making Unlabeled Data Never Hurt. 175-188 - Hongwen Kang, Martial Hebert, Alexei A. Efros, Takeo Kanade:
Data-Driven Objectness. 189-195 - Kerstin Johnsson, Charlotte Soneson, Magnus Fontes:
Low Bias Local Intrinsic Dimension Estimation from Expected Simplex Skewness. 196-202
Volume 37, Number 2, February 2015
- Ryan P. Adams, Emily B. Fox, Erik B. Sudderth, Yee Whye Teh:
Guest Editors' Introduction to the Special Issue on Bayesian Nonparametrics. 209-211 - Pierpaolo De Blasi, Stefano Favaro, Antonio Lijoi, Ramsés H. Mena, Igor Prünster, Matteo Ruggiero:
Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? 212-229 - Changyou Chen, Wray L. Buntine, Nan Ding, Lexing Xie, Lan Du:
Differential Topic Models. 230-242 - Andrew M. Dai, Amos J. Storkey:
The Supervised Hierarchical Dirichlet Process. 243-255 - John W. Paisley, Chong Wang, David M. Blei, Michael I. Jordan:
Nested Hierarchical Dirichlet Processes. 256-270 - David A. Knowles, Zoubin Ghahramani:
Pitman Yor Diffusion Trees for Bayesian Hierarchical Clustering. 271-289 - Tamara Broderick, Lester W. Mackey, John W. Paisley, Michael I. Jordan:
Combinatorial Clustering and the Beta Negative Binomial Process. 290-306 - Mingyuan Zhou, Lawrence Carin:
Negative Binomial Process Count and Mixture Modeling. 307-320 - Cédric Archambeau, Balaji Lakshminarayanan, Guillaume Bouchard:
Latent IBP Compound Dirichlet Allocation. 321-333 - Samuel Gershman, Peter I. Frazier, David M. Blei:
Distance Dependent Infinite Latent Feature Models. 334-345 - Gungor Polatkan, Mingyuan Zhou, Lawrence Carin, David M. Blei, Ingrid Daubechies:
A Bayesian Nonparametric Approach to Image Super-Resolution. 346-358 - Nicholas J. Foti, Sinead A. Williamson:
A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models. 359-371 - Zhiguang Xu, Steven MacEachern, Xinyi Xu:
Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model. 372-382 - James Hensman, Magnus Rattray, Neil D. Lawrence:
Fast Nonparametric Clustering of Structured Time-Series. 383-393 - Finale Doshi-Velez, David Pfau, Frank D. Wood, Nicholas Roy:
Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning. 394-407 - Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen:
Gaussian Processes for Data-Efficient Learning in Robotics and Control. 408-423 - Elad Gilboa, Yunus Saatci, John P. Cunningham:
Scaling Multidimensional Inference for Structured Gaussian Processes. 424-436 - Peter Orbanz, Daniel M. Roy:
Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures. 437-461 - Konstantina Palla, David A. Knowles, Zoubin Ghahramani:
Relational Learning and Network Modelling Using Infinite Latent Attribute Models. 462-474 - Zenglin Xu, Feng Yan, Yuan (Alan) Qi:
Bayesian Nonparametric Models for Multiway Data Analysis. 475-487
Volume 37, Number 3, March 2015
- Paul Blomstedt, Jing Tang, Jie Xiong, Christian Granlund, Jukka Corander:
A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type. 489-498 - José Lezama, Jean-Michel Morel, Gregory Randall, Rafael Grompone von Gioi:
A Contrario 2D Point Alignment Detection. 499-512 - Adams Wai-Kin Kong:
A Statistical Analysis of IrisCode and Its Security Implications. 513-528 - Yingying Zhu, Simon Lucey:
Convolutional Sparse Coding for Trajectory Reconstruction. 529-540 - Hairong Liu, Longin Jan Latecki, Shuicheng Yan:
Dense Subgraph Partition of Positive Hypergraphs. 541-554 - Xuanbin Si, Jianjiang Feng, Jie Zhou, Yuxuan Luo:
Detection and Rectification of Distorted Fingerprints. 555-568 - Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Philip H. S. Torr, Shi-Min Hu:
Global Contrast Based Salient Region Detection. 569-582 - João F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista:
High-Speed Tracking with Kernelized Correlation Filters. 583-596 - Tomasz Trzcinski, C. Mario Christoudias, Vincent Lepetit:
Learning Image Descriptors with Boosting. 597-610 - Chiwoo Park, Taylor J. Woehl, James E. Evans, Nigel D. Browning:
Minimum Cost Multi-Way Data Association for Optimizing Multitarget Tracking of Interacting Objects. 611-624 - Eduard Serradell, Miguel Amável Pinheiro, Raphael Sznitman, Jan Kybic, Francesc Moreno-Noguer, Pascal Fua:
Non-Rigid Graph Registration Using Active Testing Search. 625-638 - Wei Wu, Zhe Chen, Xiaorong Gao, Yuanqing Li, Emery N. Brown, Shangkai Gao:
Probabilistic Common Spatial Patterns for Multichannel EEG Analysis. 639-653 - Olaf Delgado-Friedrichs, Vanessa Robins, Adrian P. Sheppard:
Skeletonization and Partitioning of Digital Images Using Discrete Morse Theory. 654-666 - Miguel A. Ferrer, Moisés Díaz Cabrera, Aythami Morales:
Static Signature Synthesis: A Neuromotor Inspired Approach for Biometrics. 667-680 - Ajay Kumar, Cyril Kwong:
Towards Contactless, Low-Cost and Accurate 3D Fingerprint Identification. 681-696
Volume 37, Number 4, April 2015
- Adeel Mumtaz, Emanuele Coviello, Gert R. G. Lanckriet, Antoni B. Chan:
A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees. 697-712 - Munawar Hayat, Mohammed Bennamoun, Senjian An:
Deep Reconstruction Models for Image Set Classification. 713-727 - Khurrum Aftab, Richard I. Hartley, Jochen Trumpf:
Generalized Weiszfeld Algorithms for Lq Optimization. 728-745 - Loris Bazzani, Matteo Zanotto, Marco Cristani, Vittorio Murino:
Joint Individual-Group Modeling for Tracking. 746-759 - Miaomiao Liu, Richard I. Hartley, Mathieu Salzmann:
Mirror Surface Reconstruction from a Single Image. 760-773 - Sebastian Tschiatschek, Franz Pernkopf:
On Bayesian Network Classifiers with Reduced Precision Parameters. 774-785 - Jan Flusser, Tomás Suk, Jirí Boldys, Barbara Zitová:
Projection Operators and Moment Invariants to Image Blurring. 786-802 - Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas:
Query Specific Rank Fusion for Image Retrieval. 803-815 - Weiming Hu, Wei Li, Xiaoqin Zhang, Stephen J. Maybank:
Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation. 816-833 - Qingxiong Yang:
Stereo Matching Using Tree Filtering. 834-846 - Luis A. Zarrabeitia, Faisal Z. Qureshi, Dhavide A. Aruliah:
Stereo Reconstruction of Droplet Flight Trajectories. 847-861 - Jun-Yan Zhu, Jiajun Wu, Yan Xu, Eric I-Chao Chang, Zhuowen Tu:
Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning. 862-875 - Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon, Yuanyuan Qiao, Honggang Zhang, Jun Guo:
Variational Bayesian Matrix Factorization for Bounded Support Data. 876-889 - Sai Kit Yeung, Tai-Pang Wu, Chi-Keung Tang, Tony F. Chan, Stanley J. Osher:
Normal Estimation of a Transparent Object Using a Video. 890-897 - Daniel Prusa, Tomás Werner:
Universality of the Local Marginal Polytope. 898-904
Volume 37, Number 5, May 2015
- Zhaoyin Jia, Andrew C. Gallagher, Ashutosh Saxena, Tsuhan Chen:
3D Reasoning from Blocks to Stability. 905-918 - Vladimir Kolmogorov:
A New Look at Reweighted Message Passing. 919-930 - Jaechul Kim, Kristen Grauman:
Boundary Preserving Dense Local Regions. 931-943 - Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic:
Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units. 944-958 - Liang Lin, Xiaolong Wang, Wei Yang, Jian-Huang Lai:
Discriminatively Trained And-Or Graph Models for Object Shape Detection. 959-972 - Ning Chen, Jun Zhu, Fei Xia, Bo Zhang:
Discriminative Relational Topic Models. 973-986 - Regis Perrier, Elise Arnaud, Peter F. Sturm, Mathias Ortner:
Estimation of an Observation Satellite's Attitude Using Multimodal Pushbroom Cameras. 987-1000 - Hyun Oh Song, Ross B. Girshick, Stefan Zickler, Christopher Geyer, Pedro F. Felzenszwalb, Trevor Darrell:
Generalized Sparselet Models for Real-Time Multiclass Object Recognition. 1001-1012 - Tianfu Wu, Song-Chun Zhu:
Learning Near-Optimal Cost-Sensitive Decision Policy for Object Detection. 1013-1027 - Kota Yamaguchi, M. Hadi Kiapour, Luis E. Ortiz, Tamara L. Berg:
Retrieving Similar Styles to Parse Clothing. 1028-1040 - Natalia M. Arzeno, Haris Vikalo:
Semi-Supervised Affinity Propagation with Soft Instance-Level Constraints. 1041-1052 - Yanchao Yang, Ganesh Sundaramoorthi:
Shape Tracking with Occlusions via Coarse-to-Fine Region-Based Sobolev Descent. 1053-1066 - Xudong Jiang, Jian Lai:
Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition. 1067-1079 - Kazuki Uematsu, Yoonkyung Lee:
Statistical Optimality in Multipartite Ranking and Ordinal Regression. 1080-1094 - Ziyan Wu, Yang Li, Richard J. Radke:
Viewpoint Invariant Human Re-Identification in Camera Networks Using Pose Priors and Subject-Discriminative Features. 1095-1108 - Jing-Hao Xue, Peter Hall:
Why Does Rebalancing Class-Unbalanced Data Improve AUC for Linear Discriminant Analysis? 1109-1112
Volume 37, Number 6, June 2015
- Evangelos Sariyanidi, Hatice Gunes, Andrea Cavallaro:
Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition. 1113-1133 - Pradeep Yarlagadda, Björn Ommer:
Beyond the Sum of Parts: Voting with Groups of Dependent Entities. 1134-1147 - Hu Han, Charles Otto, Xiaoming Liu, Anil K. Jain:
Demographic Estimation from Face Images: Human vs. Machine Performance. 1148-1161 - Benjamin Perret, Jean Cousty, Olena Tankyevych, Hugues Talbot, Nicolas Passat:
Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation. 1162-1176 - João Carreira, Rui Caseiro, Jorge Batista, Cristian Sminchisescu:
Free-Form Region Description with Second-Order Pooling. 1177-1189 - Wenze Hu, Song-Chun Zhu:
Learning 3D Object Templates by Quantizing Geometry and Appearance Spaces. 1190-1205 - Qiang Zhang, Baoxin Li:
Relative Hidden Markov Models for Video-Based Evaluation of Motion Skills in Surgical Training. 1206-1218 - Tae Hyun Oh, Joon-Young Lee, Yu-Wing Tai, In-So Kweon:
Robust High Dynamic Range Imaging by Rank Minimization. 1219-1232 - Kai Li, Jue Wang, Haoqian Wang, Qionghai Dai:
Structuring Lecture Videos by Automatic Projection Screen Localization and Analysis. 1233-1246 - Artem Babenko, Victor S. Lempitsky:
The Inverted Multi-Index. 1247-1260 - Hanna Kamyshanska, Roland Memisevic:
The Potential Energy of an Autoencoder. 1261-1273 - Sergio Rodríguez-Vaamonde, Lorenzo Torresani, Andrew W. Fitzgibbon:
What Can Pictures Tell Us About Web Pages? Improving Document Search Using Images. 1274-1285 - Hemant D. Tagare, Murali Rao:
Why Does Mutual-Information Work for Image Registration? A Deterministic Explanation. 1286-1296 - Novi Quadrianto, Zoubin Ghahramani:
A Very Simple Safe-Bayesian Random Forest. 1297-1303 - Qingxiong Yang, Jinhui Tang, Narendra Ahuja:
Efficient and Robust Specular Highlight Removal. 1304-1311 - Akshay Asthana, Stefanos Zafeiriou, Georgios Tzimiropoulos, Shiyang Cheng, Maja Pantic:
From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild. 1312-1320
Volume 37, Number 7, July 2015
- Karteek Alahari, Dhruv Batra, Srikumar Ramalingam, Nikos Paragios, Richard S. Zemel:
Guest Editors' Introduction: Special Section on Higher Order Graphical Models in Computer Vision. 1321-1322 - Chetan Arora, Subhashis Banerjee, Prem Kumar Kalra, S. N. Maheshwari:
Generalized Flows for Optimal Inference in Higher Order MRF-MAP. 1323-1335 - Stephen Gould:
Learning Weighted Lower Linear Envelope Potentials in Binary Markov Random Fields. 1336-1346 - Anton Osokin, Dmitry P. Vetrov:
Submodular Relaxation for Inference in Markov Random Fields. 1347-1359 - Yingying Zhu, Nandita M. Nayak, Amit K. Roy-Chowdhury:
Context-Aware Activity Modeling Using Hierarchical Conditional Random Fields. 1360-1372 - M. Pawan Kumar, Haithem Turki, Dan Preston, Daphne Koller:
Parameter Estimation and Energy Minimization for Region-Based Semantic Segmentation. 1373-1386 - Alexander Fix, Aritanan Gruber, Endre Boros, Ramin Zabih:
A Hypergraph-Based Reduction for Higher-Order Binary Markov Random Fields. 1387-1395 - Gil Shabat, Yaniv Shmueli, Amit Bermanis, Amir Averbuch:
Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods. 1396-1407 - Stefan Mathe, Cristian Sminchisescu:
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition. 1408-1424 - Nikos Komodakis, Bo Xiang, Nikos Paragios:
A Framework for Efficient Structured Max-Margin Learning of High-Order MRF Models. 1425-1441 - Onur Dikmen, Zhirong Yang, Erkki Oja:
Learning the Information Divergence. 1442-1454 - Tomás Werner:
Marginal Consistency: Upper-Bounding Partition Functions over Commutative Semirings. 1455-1468 - Takashi Takahashi, Takio Kurita:
Mixture of Subspaces Image Representation and Compact Coding for Large-Scale Image Retrieval. 1469-1479 - Qixiang Ye, David S. Doermann:
Text Detection and Recognition in Imagery: A Survey. 1480-1500 - Jiyoung Jung, Joon-Young Lee, Yekeun Jeong, In-So Kweon:
Time-of-Flight Sensor Calibration for a Color and Depth Camera Pair. 1501-1513