| 2005 | Shape from Non-homogeneous, Non-stationary, Anisotropic, Perspective Texture. | Angeline M. Loh, Richard I. Hartley |
| 2005 | Non-rigid 3D Factorization for Projective Reconstruction. | Xavier Llad, Alessio Del Bue, Lourdes Agapito |
| 2005 | An Optimization Framework for Real-Time Appearance-Based Tracking under Weak Perspective. | Alex Po Leung, Shaogang Gong |
| 2005 | Multi-Stage Approach to Fast Face Detection. | Duy-Dinh Le, Shin'ichi Satoh |
| 2005 | Style Adaptive Bayesian Tracking Using Explicit Manifold Learning. | Chan-Su Lee, Ahmed M. Elgammal |
| 2005 | Stable Salient Contours. | Yuxuan Lan, Richard W. Harvey, Jose Roberto Perez Torres |
| 2005 | A Clique of Active Appearance Models by Minimum Description Length. | Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof |
| 2005 | Generalized 2D Fisher Discriminant Analysis. | Hui Kong, Jian-Gang Wang, Eam Khwang Teoh, Chandra Kambhamettu |
| 2005 | Discriminant Low-dimensional Subspace Analysis for Face Recognition with Small Number of Training Samples. | Hui Kong, Xuchun Li, Jian-Gang Wang, Eam Khwang Teoh, Chandra Kambhamettu |
| 2005 | Counting Pedestrians in Crowds Using Viewpoint Invariant Training. | Dan Kong, Douglas Gray, Hai Tao |
| 2005 | Recognizing Animals Using Motion Parts. | Changming Kong, Andrew Calway, Majid Mirmehdi |
| 2005 | A Single-frame Visual Gyroscope. | Georg S. W. Klein, Tom Drummond |
| 2005 | Learning over Sets using Boosted Manifold Principal Angles (BoMPA). | Tae-Kyun Kim, Ognjen Arandjelovic, Roberto Cipolla |
| 2005 | Robust Image Alignment using Third-order Global Motion Estimation. | Yosi Keller, Amir Averbuch |
| 2005 | Estimating Statistics in Arbitrary Regions of Interest. | Timor Kadir, Michael Brady |
| 2005 | A Non-parametric Model for Partial Volume Segmentation of MR Images. | Niranjan Joshi, Michael Brady |
| 2005 | Improved Image Annotation and Labelling through Multi-Label Boosting. | Matthew Johnson, Roberto Cipolla |
| 2005 | Multi-Modal Face Image Super-Resolutions in Tensor Space. | Kui Jia, Shaogang Gong |
| 2005 | Using Temporal Coherence for Gait Pose Estimation From a Monocular Camera View. | Song Hu, Bernard F. Buxton |
| 2005 | Structural Comparison of Mammograms. | Byung-Woo Hong, Michael Brady |
| 2005 | Outlier Identification in Stereo Correspondences using Quadrics. | Richard den Hollander, Alan Hanjalic |
| 2005 | MDL Spline Models: Gradient and Polynomial Reparameterisations. | Jir Hladuvka, Katja Bhler |
| 2005 | Computation of Homographies. | Matthew Harker, Paul O'Leary |
| 2005 | Simple Canonical Views. | Peter M. Hall, Martin Owen |
| 2005 | Offline Generation of High Quality Background Subtraction Data. | Etienne Grossmann, Amit A. Kale, Christopher O. Jaynes, Sen-ching Samson Cheung |