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title: "IEEE Transactions on Pattern Analysis and Machine Intelligence"
description: "All 238 papers of IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 · page 2 of 3, the most cited first; those with our…"
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2015: all accepted papers

238 papers · page 2 of 3 · the most cited first · [← IEEE Transactions on Pattern Analysis and Machine Intelligence 2015](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/)

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101. **[A Very Simple Safe-Bayesian Random Forest ↗](https://doi.org/10.1109/tpami.2014.2362751)**Novi Quadrianto, Zoubin Ghahramani*64 citations*
102. **[Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes ↗](https://doi.org/10.1109/tpami.2015.2389797)**Younghee Kwon, Kwang In Kim, James Tompkin et al.*64 citations*
103. **[Multimodal Manifold Analysis by Simultaneous Diagonalization of Laplacians ↗](https://doi.org/10.1109/tpami.2015.2408348)**Davide Eynard, Artiom Kovnatsky, Michael M. Bronstein et al.*64 citations*
104. **[Robust Model Fitting Using Higher Than Minimal Subset Sampling ↗](https://doi.org/10.1109/tpami.2015.2448103)**Ruwan Tennakoon, Alireza Bab‐Hadiashar, Zhenwei Cao et al.*64 citations*
105. **[Semantic Concept Co-Occurrence Patterns for Image Annotation and Retrieval ↗](https://doi.org/10.1109/tpami.2015.2469281)**Linan Feng, Bir Bhanu*64 citations*
106. **[Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization ↗](https://doi.org/10.1109/tpami.2015.2465901)**Yanfeng Sun, Junbin Gao, Xia Hong et al.*63 citations*
107. **[Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking ↗](https://doi.org/10.1109/tpami.2015.2509979)**Longyin Wen, Zhen Lei, Siwei Lyu et al.*60 citations*
108. **[Template-Based Monocular 3D Shape Recovery Using Laplacian Meshes ↗](https://doi.org/10.1109/tpami.2015.2435739)**Dat Tien Ngo, Jonas Östlund, Pascal Fua*59 citations*
109. **[A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data ↗](https://doi.org/10.1109/tpami.2015.2476802)**Yin Zheng, Yu‐Jin Zhang, Hugo Larochelle*58 citations*
110. **[Multispectral Joint Image Restoration via Optimizing a Scale Map ↗](https://doi.org/10.1109/tpami.2015.2417569)**Xiaoyong Shen, Qiong Yan, Xu Li et al.*57 citations*
111. **[A Deterministic Analysis for LRR ↗](https://doi.org/10.1109/tpami.2015.2453969)**Guangcan Liu, Huan Xu, Jinhui Tang et al.*56 citations*
112. **[Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification ↗](https://doi.org/10.1109/tpami.2015.2452921)**Marco Loog*54 citations*
113. **[Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels ↗](https://doi.org/10.1109/tpami.2015.2456887)**Yanwei Fu, Timothy M. Hospedales, Tao Xiang et al.*54 citations*
114. **[Semantic Image Segmentation with Contextual Hierarchical Models ↗](https://doi.org/10.1109/tpami.2015.2473846)**Mojtaba Seyedhosseini, Tolga Taşdizen*54 citations*
115. **[Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation ↗](https://doi.org/10.1109/tpami.2015.2501824)**Sebastian Kaltwang, Siniša Todorović, Maja Pantić*53 citations*
116. **[Exploring Local and Overall Ordinal Information for Robust Feature Description ↗](https://doi.org/10.1109/tpami.2015.2513396)**Zhenhua Wang, Bin Fan, Gang Wang et al.*53 citations*
117. **[Coherency Sensitive Hashing ↗](https://doi.org/10.1109/tpami.2015.2477814)**Simon Korman, Shai Avidan*51 citations*
118. **[Leveraging the Wisdom of the Crowd for Fine-Grained Recognition ↗](https://doi.org/10.1109/tpami.2015.2439285)**Jia Hao Deng, Jonathan Krause, Michael M. Stark et al.*51 citations*
119. **[Learning And-Or Model to Represent Context and Occlusion for Car Detection and Viewpoint Estimation ↗](https://doi.org/10.1109/tpami.2015.2497699)**Tianfu Wu, Bo Hu Li, Song Chun Zhu*50 citations*
120. **[A Global Hypothesis Verification Framework for 3D Object Recognition in Clutter ↗](https://doi.org/10.1109/tpami.2015.2491940)**Aitor Aldomà, Federico Tombari, Luigi Di Stefano et al.*49 citations*
121. **[Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval ↗](https://doi.org/10.1109/tpami.2015.2430329)**Wengang Zhou, Ming Yang, Xiaoyu Wang et al.*49 citations*
122. **[Geometric Change Detection in Urban Environments Using Images ↗](https://doi.org/10.1109/tpami.2015.2404834)**Aparna Taneja, Luca Ballan, Marc Pollefeys*48 citations*
123. **[Dense Correspondences across Scenes and Scales ↗](https://doi.org/10.1109/tpami.2015.2474356)**Moria Tau, Tal Hassner*46 citations*
124. **[GReTA-A Novel Global and Recursive Tracking Algorithm in Three Dimensions ↗](https://doi.org/10.1109/tpami.2015.2414427)**Alessandro Attanasi, Andrea Cavagna, Lorenzo Del Castello et al.*46 citations*
125. **[Principal Curves on Riemannian Manifolds ↗](https://doi.org/10.1109/tpami.2015.2496166)**Søren Hauberg*46 citations*
126. **[An Unified Multiscale Framework for Planar, Surface, and Curve Skeletonization ↗](https://doi.org/10.1109/tpami.2015.2414420)**Andrei C. Jalba, André Sobiecki, Alexandru Cristian Telea*45 citations*
127. **[Robust Correlated and Individual Component Analysis ↗](https://doi.org/10.1109/tpami.2015.2497700)**Yannis Panagakis, Mihalis A. Nicolaou, Stefanos P. Zafeiriou et al.*44 citations*
128. **[Local Feature Discriminant Projection ↗](https://doi.org/10.1109/tpami.2015.2497686)**Mengyang Yu, Ling Shao, Xiantong Zhen et al.*42 citations*
129. **[Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping ↗](https://doi.org/10.1109/tpami.2015.2487981)**Amir Najafi, Amir Joudaki, Emad Fatemizadeh*42 citations*
130. **[Shape and Reflectance Estimation in the Wild ↗](https://doi.org/10.1109/tpami.2015.2450734)**Geoffrey Oxholm, Ko Nishino*42 citations*
131. **[Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis ↗](https://doi.org/10.1109/tpami.2015.2501810)**Xiaoshuang Shi, Zhenhua Guo, Feiping Nie et al.*42 citations*
132. **[Co-Segmentation Guided Hough Transform for Robust Feature Matching ↗](https://doi.org/10.1109/tpami.2015.2420556)**Hsin‐Yi Chen, Yen‐Yu Lin, Bing‐Yu Chen*40 citations*
133. **[Joint Image Clustering and Labeling by Matrix Factorization ↗](https://doi.org/10.1109/tpami.2015.2487982)**Seunghoon Hong, Jonghyun Choi, Jan Feyereisl et al.*40 citations*
134. **[Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model ↗](https://doi.org/10.1109/tpami.2015.2509999)**Xiang Yu, Junzhou Huang, Shaoting Zhang et al.*39 citations*
135. **[Joint Color-Spatial-Directional Clustering and Region Merging (JCSD-RM) for Unsupervised RGB-D Image Segmentation ↗](https://doi.org/10.1109/tpami.2015.2513407)**Abul Hasnat, Olivier Alata, Alain Trémeau*39 citations*
136. **[One Shot Detection withLaplacian Objectand Fast Matrix Cosine Similarity ↗](https://doi.org/10.1109/tpami.2015.2453950)**Sujoy Kumar Biswas, Peyman Milanfar*38 citations*
137. **[Real-Time Head Pose Tracking with Online Face Template Reconstruction ↗](https://doi.org/10.1109/tpami.2015.2500221)**Songnan Li, King Ngi Ngan, Raveendran Paramesran et al.*38 citations*
138. **[Efficient Optimization for Sparse Gaussian Process Regression ↗](https://doi.org/10.1109/tpami.2015.2424873)**Yanshuai Cao, Marcus A. Brubaker, David J. Fleet et al.*37 citations*
139. **[Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models ↗](https://doi.org/10.1109/tpami.2015.2408361)**Carlo Dal Mutto, Pietro Zanuttigh, Guido M. Cortelazzo*37 citations*
140. **[Network Consistent Data Association ↗](https://doi.org/10.1109/tpami.2015.2491922)**Anirban Chakraborty, Abir Das, Amit K. Roy–Chowdhury*36 citations*
141. **[Semantic-Aware Co-Indexing for Image Retrieval ↗](https://doi.org/10.1109/tpami.2015.2417573)**Shiliang Steven Zhang, Ming Yang, Xiaoyu Wang et al.*36 citations*
142. **[Variational Inference for Watson Mixture Model ↗](https://doi.org/10.1109/tpami.2015.2498935)**Jalil Taghia, Arne Leijon*36 citations*
143. **[Fusion of Range and Stereo Data for High-Resolution Scene-Modeling ↗](https://doi.org/10.1109/tpami.2015.2400465)**Georgios Evangelidis, Miles E. Hansard, Radu Horaud*35 citations*
144. **[Shortest Paths with Higher-Order Regularization ↗](https://doi.org/10.1109/tpami.2015.2409869)**Johannes Ulén, Petter Strandmark, Fredrik Kahl*34 citations*
145. **[Scalable Robust Principal Component Analysis Using Grassmann Averages ↗](https://doi.org/10.1109/tpami.2015.2511743)**Søren Hauberg, Aasa Feragen, Raffi Enficiaud et al.*33 citations*
146. **[Intrinsic Scene Properties from a Single RGB-D Image ↗](https://doi.org/10.1109/tpami.2015.2439286)**Jonathan T. Barron, Jitendra Malik*31 citations*
147. **[Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data ↗](https://doi.org/10.1109/tpami.2015.2511754)**Luping Zhou, Lei Wang, Lingqiao Liu et al.*31 citations*
148. **[Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso ↗](https://doi.org/10.1109/tpami.2015.2424869)**Yinghuan Shi, Yaozong Gao, Shu Liao et al.*30 citations*
149. **[Interacting Multiview Tracker ↗](https://doi.org/10.1109/tpami.2015.2473862)**Ju Hong Yoon, Ming–Hsuan Yang, Kuk‐Jin Yoon*29 citations*
150. **[Social Grouping for Multi-Target Tracking and Head Pose Estimation in Video ↗](https://doi.org/10.1109/tpami.2015.2505292)**Zhen Qin, Christian R. Shelton*29 citations*
151. **[Approximate Fisher Kernels of Non-iid Image Models for Image Categorization ↗](https://doi.org/10.1109/tpami.2015.2484342)**Ramazan Gökberk Cinbiş, Jakob Jozef Verbeek, Cordelia Schmid*28 citations*
152. **[Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images ↗](https://doi.org/10.1109/tpami.2015.2392769)**Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang*28 citations*
153. **[Uncertain LDA: Including Observation Uncertainties in Discriminative Transforms ↗](https://doi.org/10.1109/tpami.2015.2481420)**Rahim Saeidi, Ramón Fernández Astudillo, Dorothea Kolossa*28 citations*
154. **[Full-Body Pose Tracking—The Top View Reprojection Approach ↗](https://doi.org/10.1109/tpami.2015.2502582)**Μάρκος Σιγάλας, Maria Pateraki, Panos E. Trahanias*26 citations*
155. **[A CNN-based face detector with a simple feature map and a coarse-to-fine classifier - Withdrawn ↗](https://doi.org/10.1109/tpami.2007.70798)**Ying-Nong Chen, Chin-Chuan Han, Cheng‐Tzu Wang et al.*25 citations*
156. **[Infinite Factorial Unbounded-State Hidden Markov Model ↗](https://doi.org/10.1109/tpami.2015.2498931)**Isabel Valera, Francisco J. R. Ruiz, Fernando Pérez‐Cruz*25 citations*
157. **[Gauge Invariant Framework for Shape Analysis of Surfaces ↗](https://doi.org/10.1109/tpami.2015.2430319)**Alice Barbara Tumpach, Hassen Drira, Mohamed Daoudi et al.*24 citations*
158. **[Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding ↗](https://doi.org/10.1109/tpami.2015.2437377)**Roozbeh Mottaghi, Sanja Fidler, Alan Yuille et al.*24 citations*
159. **[Laplacian Scale-Space Behavior of Planar Curve Corners ↗](https://doi.org/10.1109/tpami.2015.2396074)**Xiaohong Zhang, Ying Qu, Dan Yang et al.*24 citations*
160. **[Object Proposal Generation Using Two-Stage Cascade SVMs ↗](https://doi.org/10.1109/tpami.2015.2430348)**Ziming Zhang, Philip H. S. Torr*24 citations*
161. **[From Intensity Profile to Surface Normal: Photometric Stereo for Unknown Light Sources and Isotropic Reflectances ↗](https://doi.org/10.1109/tpami.2015.2389841)**Feng Lu, Yasuyuki Matsushita, Imari Sato et al.*23 citations*
162. **[Fused Lasso Screening Rules via the Monotonicity of Subdifferentials ↗](https://doi.org/10.1109/tpami.2014.2388203)**Jie Wang, Wei Fan, Jieping Ye*23 citations*
163. **[Online Metric-Weighted Linear Representations for Robust Visual Tracking ↗](https://doi.org/10.1109/tpami.2015.2469276)**Xi Li, Chunhua Shen, Anthony Dick et al.*23 citations*
164. **[Reflectance and Fluorescence Spectral Recovery via Actively Lit RGB Images ↗](https://doi.org/10.1109/tpami.2015.2439270)**Ying Fu, Antony Lam, Imari Sato et al.*23 citations*
165. **[Scale Space Graph Representation and Kernel Matching for Non Rigid and Textured 3D Shape Retrieval ↗](https://doi.org/10.1109/tpami.2015.2477823)**Valeria Garro, Andrea Giachetti*23 citations*
166. **[Semi-Continuity of Skeletons in Two-Manifold and Discrete Voronoi Approximation ↗](https://doi.org/10.1109/tpami.2015.2430342)**Yong‐Jin Liu*23 citations*
167. **[A Stochastic Approach to Diffeomorphic Point Set Registration with Landmark Constraints ↗](https://doi.org/10.1109/tpami.2015.2448102)**Ivan Kolesov, Jehoon Lee, Gregory Charles Sharp et al.*22 citations*
168. **[A-Optimal Projection for Image Representation ↗](https://doi.org/10.1109/tpami.2015.2439252)**Xiaofei He, Chiyuan Zhang, Lijun Zhang et al.*22 citations*
169. **[Bayesian Nonparametric Clustering for Positive Definite Matrices ↗](https://doi.org/10.1109/tpami.2015.2456903)**Anoop Cherian, Vassilios Morellas, Nikolaos P. Papanikolopoulos*22 citations*
170. **[Generative Graph Prototypes from Information Theory ↗](https://doi.org/10.1109/tpami.2015.2400451)**Lin Han, Richard C. Wilson, Edwin R. Hancock*21 citations*
171. **[Texture Illumination Separation for Single-Shot Structured Light Reconstruction ↗](https://doi.org/10.1109/tpami.2015.2443775)**Minh Vo, Srinivasa G. Narasimhan, Yaser Ajmal Sheikh*21 citations*
172. **[Probabilistic Social Behavior Analysis by Exploring Body Motion-Based Patterns ↗](https://doi.org/10.1109/tpami.2015.2496209)**Kamrad Khoshhal Roudposhti, Urbano Nunes, Jorge M.M. Dias*20 citations*
173. **[Archetypal Analysis for Nominal Observations ↗](https://doi.org/10.1109/tpami.2015.2470655)**Sohan Seth, Manuel J. A. Eugster*19 citations*
174. **[Modeling 3D Environments through Hidden Human Context ↗](https://doi.org/10.1109/tpami.2015.2501811)**Jiang Yun, Hema Swetha Koppula, Ashutosh Saxena*19 citations*
175. **[Face Association for Videos Using Conditional Random Fields and Max-Margin Markov Networks ↗](https://doi.org/10.1109/tpami.2015.2497689)**Ming Du, Rama Chellappa*18 citations*
176. **[Laplace Approximation for Divisive Gaussian Processes for Nonstationary Regression ↗](https://doi.org/10.1109/tpami.2015.2452914)**Luis Muñoz-González, Miguel Lázaro-Gredilla, Aníbal Ramón Figueiras-Vidal*18 citations*
177. **[Maurer-Cartan Forms for Fields on Surfaces: Application to Heart Fiber Geometry ↗](https://doi.org/10.1109/tpami.2015.2408352)**Emmanuel Piuze, Jon Sporring A, Kaleem Siddiqi A*18 citations*
178. **[Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing ↗](https://doi.org/10.1109/tpami.2015.2420563)**Jian Dong, Qiang Chen, Zhongyang Huang et al.*17 citations*
179. **[Partial Optimality by Pruning for MAP-Inference with General Graphical Models ↗](https://doi.org/10.1109/tpami.2015.2484327)**Paul Swoboda, Alexander Shekhovtsov, Jörg Hendrik Kappes et al.*17 citations*
180. **[Learning Shared, Discriminative, and Compact Representations for Visual Recognition ↗](https://doi.org/10.1109/tpami.2015.2408349)**Hans Löbel, René Vidal, Álvaro Soto*16 citations*
181. **[Separating Reflective and Fluorescent Components Using High Frequency Illumination in the Spectral Domain ↗](https://doi.org/10.1109/tpami.2015.2473839)**Ying Fu, Antony Lam, Imari Sato et al.*16 citations*
182. **[Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods ↗](https://doi.org/10.1109/tpami.2015.2392754)**Gil Shabat, Yaniv Shmueli, Amit Bermanis et al.*15 citations*
183. **[Clustering Tree-Structured Data on Manifold ↗](https://doi.org/10.1109/tpami.2015.2505282)**Na Lü, Hongyu Miao*15 citations*
184. **[Data-Driven Detection of Prominent Objects ↗](https://doi.org/10.1109/tpami.2015.2509988)**José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai*15 citations*
185. **[Fast Multidimensional Ellipsoid-Specific Fitting by Alternating Direction Method of Multipliers ↗](https://doi.org/10.1109/tpami.2015.2469283)**Zhouchen Lin, Yameng Huang*15 citations*
186. **[Lifting Object Detection Datasets into 3D ↗](https://doi.org/10.1109/tpami.2015.2435707)**João Carreira, Sara Vicente, Lourdes Agapito et al.*15 citations*
187. **[Mixture of Switching Linear Dynamics to Discover Behavior Patterns in Object Tracks ↗](https://doi.org/10.1109/tpami.2015.2443801)**Julian F. P. Kooij, Gwenn Englebienne, Dariu M. Gavrila*15 citations*
188. **[Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos ↗](https://doi.org/10.1109/tpami.2015.2481396)**Meltem Demirkus, Doina Precup, James J. Clark et al.*14 citations*
189. **[Labeled Graph Kernel for Behavior Analysis ↗](https://doi.org/10.1109/tpami.2015.2481404)**Ruiqi Zhao, Aleix M. Martı́nez*14 citations*
190. **[Multi-Camera Saliency ↗](https://doi.org/10.1109/tpami.2015.2392783)**Yan Luo, Ming Xin Jiang, Yongkang Wong et al.*14 citations*
191. **[Photometric Ambient Occlusion for Intrinsic Image Decomposition ↗](https://doi.org/10.1109/tpami.2015.2453959)**Daniel Cabrini Hauagge, Scott Wehrwein, Kavita Bala et al.*14 citations*
192. **[A Generalized Probabilistic Framework for Compact Codebook Creation ↗](https://doi.org/10.1109/tpami.2015.2441069)**Lingqiao Liu, Lei Wang, Chunhua Shen*13 citations*
193. **[Robust Vertex Classification ↗](https://doi.org/10.1109/tpami.2015.2456913)**Li Chen, Cencheng Shen, Joshua T Vogelstein et al.*13 citations*
194. **[Cross-Domain Matching with Squared-Loss Mutual Information ↗](https://doi.org/10.1109/tpami.2014.2388235)**Makoto Yamada, Leonid Sigal, Michalis Raptis et al.*12 citations*
195. **[Recognition Using Hybrid Classifiers ↗](https://doi.org/10.1109/tpami.2015.2465910)**Margarita Osadchy, Daniel Keren, Dolev Raviv*12 citations*
196. **[Robust Estimation of Unbalanced Mixture Models on Samples with Outliers ↗](https://doi.org/10.1109/tpami.2015.2404835)**Alfiia Galimzianova, Franjo Pernuš, Boštjan Likar et al.*12 citations*
197. **[Saying What You're Looking For: Linguistics Meets Video Search ↗](https://doi.org/10.1109/tpami.2015.2505297)**Daniel Paul Barrett, Andrei Barbu, N. Siddharth et al.*12 citations*
198. **[The Information Available to a Moving Observer on Shape with Unknown, Isotropic BRDFs ↗](https://doi.org/10.1109/tpami.2015.2481415)**Manmohan Krishna Chandraker*12 citations*
199. **[Unsupervised Many-to-Many Object Matching for Relational Data ↗](https://doi.org/10.1109/tpami.2015.2469284)**Tomoharu Iwata, James Robert Lloyd, Zoubin Ghahramani*12 citations*
200. **[Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features ↗](https://doi.org/10.1109/tpami.2015.2424864)**Alessandro Perina, Nebojša Jojić*10 citations*

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