| 2012 | Cross-view Graph Embedding. | Zhiwu Huang, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen |
| 2012 | Underwater Live Fish Recognition Using a Balance-Guaranteed Optimized Tree. | Phoenix X. Huang, Bastiaan Johannes Boom, Robert B. Fisher |
| 2012 | Efficient Learning of Linear Predictors Using Dimensionality Reduction. | Stefan Holzer, Slobodan Ilic, David Joseph Tan, Nassir Navab |
| 2012 | Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes. | Stefan Hinterstoisser, Vincent Lepetit, Slobodan Ilic, Stefan Holzer, Gary R. Bradski, Kurt Konolige, Nassir Navab |
| 2012 | Automatic Skin Lesion Segmentation Based on Texture Analysis and Supervised Learning. | Yingding He, Fengying Xie |
| 2012 | Sequential Reconstruction Segment-Wise Feature Track and Structure Updating Based on Parallax Paths. | Mauricio Hess-Flores, Mark A. Duchaineau, Kenneth I. Joy |
| 2012 | Hierarchical Scan-Line Dynamic Programming for Optical Flow Using Semi-Global Matching. | Simon Hermann, Reinhard Klette |
| 2012 | Iterative Semi-Global Matching for Robust Driver Assistance Systems. | Simon Hermann, Reinhard Klette |
| 2012 | Quasi-regular Facade Structure Extraction. | Tian Han, Chun Liu, Chiew-Lan Tai, Long Quan |
| 2012 | Foreground Detection via Robust Low Rank Matrix Decomposition Including Spatio-Temporal Constraint. | Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah |
| 2012 | Discriminative Dictionary Learning with Pairwise Constraints. | Huimin Guo, Zhuolin Jiang, Larry S. Davis |
| 2012 | Unsupervised Language Learning for Discovered Visual Concepts. | Prithwijit Guha, Amitabha Mukerjee |
| 2012 | One-Class Background Model. | Assaf Glazer, Michael Lindenbaum, Shaul Markovitch |
| 2012 | A Picture Is Worth a Thousand Tags: Automatic Web Based Image Tag Expansion. | Andrew Gilbert, Richard Bowden |
| 2012 | Adaptive Sampling for Low Latency Vision Processing. | David P. Gibson, Henk L. Muller, Neill W. Campbell, David R. Bull |
| 2012 | Temporal-Spatial Refinements for Video Concept Fusion. | Jie Geng, Zhenjiang Miao, Hai Chi |
| 2012 | Vitality Assessment of Boar Sperm Using an Adaptive LBP Based on Oriented Deviation. | Oscar Garca-Olalla, Enrique Alegre, Laura Fernndez-Robles, Mara Teresa Garca-Ords |
| 2012 | Automatic Grading of Cortical and PSC Cataracts Using Retroillumination Lens Images. | Xinting Gao, Damon Wing Kee Wong, Tian-Tsong Ng, Carol Yim-lui Cheung, Ching Yu Cheng, Tien Yin Wong |
| 2012 | Video Segmentation with Superpixels. | Fabio Galasso, Roberto Cipolla, Bernt Schiele |
| 2012 | Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases. | Jianlong Fu, Jinqiao Wang, Zechao Li, Min Xu, Hanqing Lu |
| 2012 | Salient Object Detection via Color Contrast and Color Distribution. | Keren Fu, Chen Gong, Jie Yang, Yue Zhou |
| 2012 | Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach. | Bjrn Frhlich, Erik Rodner, Joachim Denzler |
| 2012 | Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels. | Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler |
| 2012 | Simultaneous Multiple Rotation Averaging Using Lagrangian Duality. | Johan Fredriksson, Carl Olsson |
| 2012 | Adaptive Unsupervised Multi-view Feature Selection for Visual Concept Recognition. | Yinfu Feng, Jun Xiao, Yueting Zhuang, Xiaoming Liu |