| 2004 | Motion based 3D Target Tracking with Interacting Multiple Linear Dynamic Models. | Zhen Jia, Arjuna P. Balasuriya |
| 2004 | Fitting a Single Active Appearance Model Simultaneously to Multiple Images. | Changbo Hu, Jing Xiao, Iain A. Matthews, Simon Baker, Jeffrey F. Cohn, Takeo Kanade |
| 2004 | Quantifying Temporal Saliency. | Hayley Shi-Wen Hung, Shaogang Gong |
| 2004 | Unsupervised Learning of Multi-Object Events. | Somboon Hongeng |
| 2004 | Three-Dimensional Face Recognition Using Surface Space Combinations. | Thomas Heseltine, Nick E. Pears, Jim Austin |
| 2004 | A Texture-based Method for Detecting Moving Objects. | Marko Heikkil, Matti Pietikinen, Janne Heikkil |
| 2004 | Robust incremental rectification of sports video sequences. | Jean-Bernard Hayet, Justus H. Piater, Jacques G. Verly |
| 2004 | Direct and Specific Fitting of Conics to Scattered Data. | Matthew Harker, Paul O'Leary, Paul J. Zsombor-Murray |
| 2004 | Learning to detect low-level features. | Peter M. Hall, Martin Owen |
| 2004 | Contour-based 3D Face Modeling from a Monocular Video. | Himaanshu Gupta, Amit K. Roy-Chowdhury, Rama Chellappa |
| 2004 | Generic vs. Person Specific Active Appearance Models. | Ralph Gross, Iain A. Matthews, Simon Baker |
| 2004 | Occlusion Analysis: Learning and Utilising Depth Maps in Object Tracking. | Darrel Greenhill, John-Paul Renno, James Orwell, Graeme A. Jones |
| 2004 | Wavelet-based holistic sequence descriptor for generating video summaries. | Andrew Graves, Shaogang Gong |
| 2004 | SAP: A robust approach to track objects in video streams with Snakes And Points. | Valrie Gouet, Bruno Lameyre |
| 2004 | Human Shape and Motion from Video. | Pascal Fua |
| 2004 | Dynamic Classifier for Non-rigid Human motion analysis. | Huang Fei, Ian Reid |
| 2004 | Spectral Embedding and Min Cut for Image Segmentation. | Francisco J. Estrada, Allan D. Jepson, Chakra Chennubhotla |
| 2004 | Detecting inexplicable behaviour. | Hannah M. Dee, David C. Hogg |
| 2004 | A Multi-Stage Approach to Facial Feature Detection. | David Cristinacce, Timothy F. Cootes, Ian M. Scott |
| 2004 | Diffeomorphic Statistical Shape Models. | Timothy F. Cootes, Carole J. Twining, Christopher J. Taylor |
| 2004 | Image Mosaicing from Uncalibrated Views of a Surface of Revolution. | Carlo Colombo, Alberto Del Bimbo, Federico Pernici |
| 2004 | A Mid-Level Description of Video, with Application to Non-photorealistic Animation. | John P. Collomosse, Peter M. Hall |
| 2004 | Multi-Camera Target Tracking in Blind Regions of Cameras with Non-overlapping Fields of View. | Amit Chilgunde, Pankaj Kumar, Surendra Ranganath, Weimin Huang |
| 2004 | Principal Components Analysis of Optical Snow. | Vincent Chapdelaine-Couture, Sbastien Roy, Michael S. Langer, Richard Mann |
| 2004 | A Hybrid Object-Level/Pixel-Level Framework For Shape-based Recognition. | Owen T. Carmichael, Martial Hebert |