| 2010 | Image Topic Discovery with Saliency Detection. | Zhidong Li, Yang Wang, Jing Chen, Jie Xu, John Laird |
| 2010 | Context-based additive logistic model for facial keypoint localization. | Peng Li, Jonathan Warrell, Jania Aghajanian, Simon Prince |
| 2010 | Isotropic Granularity-tunable gradients partition (IGGP) descriptors for human detection. | Yazhou Liu, Janne Heikkil |
| 2010 | Calibration of Non-Overlapping Cameras---Application to Vision-Based Robotics. | Pierre Lbraly, Eric Royer, Omar Ait-Aider, Michel Dhome |
| 2010 | Joint Optimisation for Object Class Segmentation and Dense Stereo Reconstruction. | Lubor Ladicky, Paul Sturgess, Chris Russell, Sunando Sengupta, Yalin Bastanlar, William F. Clocksin, Philip H. S. Torr |
| 2010 | Sparse Sparse Bundle Adjustment. | Kurt Konolige |
| 2010 | Parameter Tuning from Pairwise Preferences. | Pavel Kisilev, Daniel Freedman |
| 2010 | Camera Calibration and Scene Modeling from Arbitrary Parallelograms Imposing the Multiview Constraints. | Jae-Hean Kim, Bon-Ki Koo |
| 2010 | Making a Shallow Network Deep: Growing a Tree from Decision Regions of a Boosting Classifier. | Tae-Kyun Kim, Ignas Budvytis, Roberto Cipolla |
| 2010 | Embedding Visual Words into Concept Space for Action and Scene Recognition. | Behrouz Khadem, Elahe Farahzadeh, Deepu Rajan, Andrzej Sluzek |
| 2010 | Detection of Curves with Unknown Endpoints using Minimal Path Techniques. | Vivek Kaul, Yichang James Tsai, Anthony J. Yezzi |
| 2010 | Clustered Pose and Nonlinear Appearance Models for Human Pose Estimation. | Sam Johnson, Mark Everingham |
| 2010 | Generalized Descriptor Compression for Storage and Matching. | Matthew Johnson |
| 2010 | Classifying Textile Designs using Region Graphs. | Wei Jia, Stephen J. McKenna, Annette A. Ward, Keith Edwards |
| 2010 | A general boosting-based framework for active object recognition. | Zhaoyin Jia, Yao-Jen Chang, Tsuhan Chen |
| 2010 | Person Identification using Shadow Analysis. | Yumi Iwashita, Adrian Stoica, Ryo Kurazume |
| 2010 | Multi-class Boosting for Early Classification of Sequences. | Katsuhiko Ishiguro, Hiroshi Sawada, Hitoshi Sakano |
| 2010 | Moving Camera Registration for Multiple Camera Setups in Dynamic Scenes. | Evren Imre, Jean-Yves Guillemaut, Adrian Hilton |
| 2010 | Accounting for the Relative Importance of Objects in Image Retrieval. | Sung Ju Hwang, Kristen Grauman |
| 2010 | Feature Sets and Dimensionality Reduction for Visual Object Detection. | Sibt ul Hussain, Bill Triggs |
| 2010 | Vision-Based Behavior Prediction in Urban Traffic Environments by Scene Categorization. | Martin Heracles, Fernando Martinelli, Jannik Fritsch |
| 2010 | Representations for object and action recognition. | Martial Hebert |
| 2010 | Segmentation using Deformable Spatial Priors with Application to Clothing. | Basela Hasan, David C. Hogg |
| 2010 | Background subtraction adapted to PTZ cameras by keypoint density estimation. | Constant Guillot, Maxime Taron, Patrick Sayd, Quoc Cuong Pham, Christophe Tilmant, Jean-Marc Lavest |
| 2010 | On-line Adaption of Class-specific Codebooks for Instance Tracking. | Juergen Gall, Nima Razavi, Luc Van Gool |