IEEE Transactions on Pattern Analysis and Machine Intelligence 2015: all accepted papers
- A Very Simple Safe-Bayesian Random Forest ↗Novi Quadrianto, Zoubin Ghahramani64 citations
- Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes ↗Younghee Kwon, Kwang In Kim, James Tompkin et al.64 citations
- Multimodal Manifold Analysis by Simultaneous Diagonalization of Laplacians ↗Davide Eynard, Artiom Kovnatsky, Michael M. Bronstein et al.64 citations
- Robust Model Fitting Using Higher Than Minimal Subset Sampling ↗Ruwan Tennakoon, Alireza Bab‐Hadiashar, Zhenwei Cao et al.64 citations
- Semantic Concept Co-Occurrence Patterns for Image Annotation and Retrieval ↗Linan Feng, Bir Bhanu64 citations
- Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization ↗Yanfeng Sun, Junbin Gao, Xia Hong et al.63 citations
- Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking ↗Longyin Wen, Zhen Lei, Siwei Lyu et al.60 citations
- Template-Based Monocular 3D Shape Recovery Using Laplacian Meshes ↗Dat Tien Ngo, Jonas Östlund, Pascal Fua59 citations
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data ↗Yin Zheng, Yu‐Jin Zhang, Hugo Larochelle58 citations
- Multispectral Joint Image Restoration via Optimizing a Scale Map ↗Xiaoyong Shen, Qiong Yan, Xu Li et al.57 citations
- A Deterministic Analysis for LRR ↗Guangcan Liu, Huan Xu, Jinhui Tang et al.56 citations
- Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification ↗Marco Loog54 citations
- Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels ↗Yanwei Fu, Timothy M. Hospedales, Tao Xiang et al.54 citations
- Semantic Image Segmentation with Contextual Hierarchical Models ↗Mojtaba Seyedhosseini, Tolga Taşdizen54 citations
- Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation ↗Sebastian Kaltwang, Siniša Todorović, Maja Pantić53 citations
- Exploring Local and Overall Ordinal Information for Robust Feature Description ↗Zhenhua Wang, Bin Fan, Gang Wang et al.53 citations
- Coherency Sensitive Hashing ↗Simon Korman, Shai Avidan51 citations
- Leveraging the Wisdom of the Crowd for Fine-Grained Recognition ↗Jia Hao Deng, Jonathan Krause, Michael M. Stark et al.51 citations
- Learning And-Or Model to Represent Context and Occlusion for Car Detection and Viewpoint Estimation ↗Tianfu Wu, Bo Hu Li, Song Chun Zhu50 citations
- A Global Hypothesis Verification Framework for 3D Object Recognition in Clutter ↗Aitor Aldomà, Federico Tombari, Luigi Di Stefano et al.49 citations
- Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval ↗Wengang Zhou, Ming Yang, Xiaoyu Wang et al.49 citations
- Geometric Change Detection in Urban Environments Using Images ↗Aparna Taneja, Luca Ballan, Marc Pollefeys48 citations
- Dense Correspondences across Scenes and Scales ↗Moria Tau, Tal Hassner46 citations
- GReTA-A Novel Global and Recursive Tracking Algorithm in Three Dimensions ↗Alessandro Attanasi, Andrea Cavagna, Lorenzo Del Castello et al.46 citations
- Principal Curves on Riemannian Manifolds ↗Søren Hauberg46 citations
- An Unified Multiscale Framework for Planar, Surface, and Curve Skeletonization ↗Andrei C. Jalba, André Sobiecki, Alexandru Cristian Telea45 citations
- Robust Correlated and Individual Component Analysis ↗Yannis Panagakis, Mihalis A. Nicolaou, Stefanos P. Zafeiriou et al.44 citations
- Local Feature Discriminant Projection ↗Mengyang Yu, Ling Shao, Xiantong Zhen et al.42 citations
- Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping ↗Amir Najafi, Amir Joudaki, Emad Fatemizadeh42 citations
- Shape and Reflectance Estimation in the Wild ↗Geoffrey Oxholm, Ko Nishino42 citations
- Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis ↗Xiaoshuang Shi, Zhenhua Guo, Feiping Nie et al.42 citations
- Co-Segmentation Guided Hough Transform for Robust Feature Matching ↗Hsin‐Yi Chen, Yen‐Yu Lin, Bing‐Yu Chen40 citations
- Joint Image Clustering and Labeling by Matrix Factorization ↗Seunghoon Hong, Jonghyun Choi, Jan Feyereisl et al.40 citations
- Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model ↗Xiang Yu, Junzhou Huang, Shaoting Zhang et al.39 citations
- Joint Color-Spatial-Directional Clustering and Region Merging (JCSD-RM) for Unsupervised RGB-D Image Segmentation ↗Abul Hasnat, Olivier Alata, Alain Trémeau39 citations
- One Shot Detection withLaplacian Objectand Fast Matrix Cosine Similarity ↗Sujoy Kumar Biswas, Peyman Milanfar38 citations
- Real-Time Head Pose Tracking with Online Face Template Reconstruction ↗Songnan Li, King Ngi Ngan, Raveendran Paramesran et al.38 citations
- Efficient Optimization for Sparse Gaussian Process Regression ↗Yanshuai Cao, Marcus A. Brubaker, David J. Fleet et al.37 citations
- Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models ↗Carlo Dal Mutto, Pietro Zanuttigh, Guido M. Cortelazzo37 citations
- Network Consistent Data Association ↗Anirban Chakraborty, Abir Das, Amit K. Roy–Chowdhury36 citations
- Semantic-Aware Co-Indexing for Image Retrieval ↗Shiliang Steven Zhang, Ming Yang, Xiaoyu Wang et al.36 citations
- Variational Inference for Watson Mixture Model ↗Jalil Taghia, Arne Leijon36 citations
- Fusion of Range and Stereo Data for High-Resolution Scene-Modeling ↗Georgios Evangelidis, Miles E. Hansard, Radu Horaud35 citations
- Shortest Paths with Higher-Order Regularization ↗Johannes Ulén, Petter Strandmark, Fredrik Kahl34 citations
- Scalable Robust Principal Component Analysis Using Grassmann Averages ↗Søren Hauberg, Aasa Feragen, Raffi Enficiaud et al.33 citations
- Intrinsic Scene Properties from a Single RGB-D Image ↗Jonathan T. Barron, Jitendra Malik31 citations
- Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data ↗Luping Zhou, Lei Wang, Lingqiao Liu et al.31 citations
- Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso ↗Yinghuan Shi, Yaozong Gao, Shu Liao et al.30 citations
- Interacting Multiview Tracker ↗Ju Hong Yoon, Ming–Hsuan Yang, Kuk‐Jin Yoon29 citations
- Social Grouping for Multi-Target Tracking and Head Pose Estimation in Video ↗Zhen Qin, Christian R. Shelton29 citations
- Approximate Fisher Kernels of Non-iid Image Models for Image Categorization ↗Ramazan Gökberk Cinbiş, Jakob Jozef Verbeek, Cordelia Schmid28 citations
- Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images ↗Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang28 citations
- Uncertain LDA: Including Observation Uncertainties in Discriminative Transforms ↗Rahim Saeidi, Ramón Fernández Astudillo, Dorothea Kolossa28 citations
- Full-Body Pose Tracking—The Top View Reprojection Approach ↗Μάρκος Σιγάλας, Maria Pateraki, Panos E. Trahanias26 citations
- A CNN-based face detector with a simple feature map and a coarse-to-fine classifier - Withdrawn ↗Ying-Nong Chen, Chin-Chuan Han, Cheng‐Tzu Wang et al.25 citations
- Infinite Factorial Unbounded-State Hidden Markov Model ↗Isabel Valera, Francisco J. R. Ruiz, Fernando Pérez‐Cruz25 citations
- Gauge Invariant Framework for Shape Analysis of Surfaces ↗Alice Barbara Tumpach, Hassen Drira, Mohamed Daoudi et al.24 citations
- Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding ↗Roozbeh Mottaghi, Sanja Fidler, Alan Yuille et al.24 citations
- Laplacian Scale-Space Behavior of Planar Curve Corners ↗Xiaohong Zhang, Ying Qu, Dan Yang et al.24 citations
- Object Proposal Generation Using Two-Stage Cascade SVMs ↗Ziming Zhang, Philip H. S. Torr24 citations
- From Intensity Profile to Surface Normal: Photometric Stereo for Unknown Light Sources and Isotropic Reflectances ↗Feng Lu, Yasuyuki Matsushita, Imari Sato et al.23 citations
- Fused Lasso Screening Rules via the Monotonicity of Subdifferentials ↗Jie Wang, Wei Fan, Jieping Ye23 citations
- Online Metric-Weighted Linear Representations for Robust Visual Tracking ↗Xi Li, Chunhua Shen, Anthony Dick et al.23 citations
- Reflectance and Fluorescence Spectral Recovery via Actively Lit RGB Images ↗Ying Fu, Antony Lam, Imari Sato et al.23 citations
- Scale Space Graph Representation and Kernel Matching for Non Rigid and Textured 3D Shape Retrieval ↗Valeria Garro, Andrea Giachetti23 citations
- Semi-Continuity of Skeletons in Two-Manifold and Discrete Voronoi Approximation ↗Yong‐Jin Liu23 citations
- A Stochastic Approach to Diffeomorphic Point Set Registration with Landmark Constraints ↗Ivan Kolesov, Jehoon Lee, Gregory Charles Sharp et al.22 citations
- A-Optimal Projection for Image Representation ↗Xiaofei He, Chiyuan Zhang, Lijun Zhang et al.22 citations
- Bayesian Nonparametric Clustering for Positive Definite Matrices ↗Anoop Cherian, Vassilios Morellas, Nikolaos P. Papanikolopoulos22 citations
- Generative Graph Prototypes from Information Theory ↗Lin Han, Richard C. Wilson, Edwin R. Hancock21 citations
- Texture Illumination Separation for Single-Shot Structured Light Reconstruction ↗Minh Vo, Srinivasa G. Narasimhan, Yaser Ajmal Sheikh21 citations
- Probabilistic Social Behavior Analysis by Exploring Body Motion-Based Patterns ↗Kamrad Khoshhal Roudposhti, Urbano Nunes, Jorge M.M. Dias20 citations
- Archetypal Analysis for Nominal Observations ↗Sohan Seth, Manuel J. A. Eugster19 citations
- Modeling 3D Environments through Hidden Human Context ↗Jiang Yun, Hema Swetha Koppula, Ashutosh Saxena19 citations
- Face Association for Videos Using Conditional Random Fields and Max-Margin Markov Networks ↗Ming Du, Rama Chellappa18 citations
- Laplace Approximation for Divisive Gaussian Processes for Nonstationary Regression ↗Luis Muñoz-González, Miguel Lázaro-Gredilla, Aníbal Ramón Figueiras-Vidal18 citations
- Maurer-Cartan Forms for Fields on Surfaces: Application to Heart Fiber Geometry ↗Emmanuel Piuze, Jon Sporring A, Kaleem Siddiqi A18 citations
- Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing ↗Jian Dong, Qiang Chen, Zhongyang Huang et al.17 citations
- Partial Optimality by Pruning for MAP-Inference with General Graphical Models ↗Paul Swoboda, Alexander Shekhovtsov, Jörg Hendrik Kappes et al.17 citations
- Learning Shared, Discriminative, and Compact Representations for Visual Recognition ↗Hans Löbel, René Vidal, Álvaro Soto16 citations
- Separating Reflective and Fluorescent Components Using High Frequency Illumination in the Spectral Domain ↗Ying Fu, Antony Lam, Imari Sato et al.16 citations
- Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods ↗Gil Shabat, Yaniv Shmueli, Amit Bermanis et al.15 citations
- Clustering Tree-Structured Data on Manifold ↗Na Lü, Hongyu Miao15 citations
- Data-Driven Detection of Prominent Objects ↗José A. Rodríguez-Serrano, Diane Larlus, Zhenwen Dai15 citations
- Fast Multidimensional Ellipsoid-Specific Fitting by Alternating Direction Method of Multipliers ↗Zhouchen Lin, Yameng Huang15 citations
- Lifting Object Detection Datasets into 3D ↗João Carreira, Sara Vicente, Lourdes Agapito et al.15 citations
- Mixture of Switching Linear Dynamics to Discover Behavior Patterns in Object Tracks ↗Julian F. P. Kooij, Gwenn Englebienne, Dariu M. Gavrila15 citations
- Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos ↗Meltem Demirkus, Doina Precup, James J. Clark et al.14 citations
- Labeled Graph Kernel for Behavior Analysis ↗Ruiqi Zhao, Aleix M. Martı́nez14 citations
- Multi-Camera Saliency ↗Yan Luo, Ming Xin Jiang, Yongkang Wong et al.14 citations
- Photometric Ambient Occlusion for Intrinsic Image Decomposition ↗Daniel Cabrini Hauagge, Scott Wehrwein, Kavita Bala et al.14 citations
- A Generalized Probabilistic Framework for Compact Codebook Creation ↗Lingqiao Liu, Lei Wang, Chunhua Shen13 citations
- Robust Vertex Classification ↗Li Chen, Cencheng Shen, Joshua T Vogelstein et al.13 citations
- Cross-Domain Matching with Squared-Loss Mutual Information ↗Makoto Yamada, Leonid Sigal, Michalis Raptis et al.12 citations
- Recognition Using Hybrid Classifiers ↗Margarita Osadchy, Daniel Keren, Dolev Raviv12 citations
- Robust Estimation of Unbalanced Mixture Models on Samples with Outliers ↗Alfiia Galimzianova, Franjo Pernuš, Boštjan Likar et al.12 citations
- Saying What You're Looking For: Linguistics Meets Video Search ↗Daniel Paul Barrett, Andrei Barbu, N. Siddharth et al.12 citations
- The Information Available to a Moving Observer on Shape with Unknown, Isotropic BRDFs ↗Manmohan Krishna Chandraker12 citations
- Unsupervised Many-to-Many Object Matching for Relational Data ↗Tomoharu Iwata, James Robert Lloyd, Zoubin Ghahramani12 citations
- Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features ↗Alessandro Perina, Nebojša Jojić10 citations
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