| 2003 | Supervised-PCA and SVM Classifiers for Object Detection in Infrared Images. | Ricardo Santiago-Mozos, Jos M. Leiva-Murillo, Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2003 | An IEEE 1394-Firewall-Based Embedded Video System for Surveillance Applications. | Ashraf Saad, Donnie Smith |
| 2003 | Real-Time Detection of Threat. | Andrew H. Ryan Jr. |
| 2003 | A Real Time Vehicle's License Plate Recognition System. | Choudhury A. Rahman, Wael M. Badawy, Ahmad Radmanesh |
| 2003 | Detecting, Recognizing and Understanding Video Events in Surveillance Video. | John D. Prange |
| 2003 | Combined Wavelet Domain and Temporal Video Denoising. | Aleksandra Pizurica, Vladimir Zlokolica, Wilfried Philips |
| 2003 | Color-Based Video Stabilization for Real-Time On-Board Object Detection on High-Speed Trains. | Stefano Piva, Michela Zara, Gianluca Gera, Carlo S. Regazzoni |
| 2003 | Progress in Human ID. | P. Jonathon Phillips |
| 2003 | Video Extraction in Compressed Domain. | Puteri Norhashimah, Hui Fang, Jianmin Jiang |
| 2003 | Human Body Pose Estimation Using Silhouette Shape Analysis. | Anurag Mittal, Liang Zhao, Larry S. Davis |
| 2003 | Fast Good Features Selection for Wide Area Monitoring. | Christian Micheloni, Gian Luca Foresti |
| 2003 | Video Surveillance and Human Activity Recognition for Anti-Terrorism and Force Protection. | Thomas McKenna |
| 2003 | Recognizing Human Activities. | Osama Masoud, Nikolaos Papanikolopoulos |
| 2003 | Automatic Learning of an Activity-Based Semantic Scene Model. | Dimitrios Makris, Tim Ellis |
| 2003 | Vision-Based Positioning and Terrain Mapping by Global Alignment for UAVs. | Hossein Madjidi, Shahriar Negahdaripour, Esfandiar Bandari |
| 2003 | A Robust Motion-Estimation Algorithm for Multiple-Target Tracking at Close Proximity Based on Hexagonal Partitioning. | Glen W. Mabey, Jacob H. Gunther |
| 2003 | Experimental Results from Using a Rank and Fuse Approach for Multi-Target Tracking in CCTV Surveillance. | Damian M. Lyons, D. Frank Hsu, C. Usandivaras, F. Montero |
| 2003 | Discrete Event Modeling of Misrecognition in PTZ Tracking. | Damian M. Lyons |
| 2003 | A Frame-Level FSBM Motion Estimation Architecture with Large Search Range. | Li-Chang Liu, Jong-Chih Chien, Henry Y. H. Chuang, Ching-Chung Li |
| 2003 | A Scalable Image-Based Multi-Camera Visual Surveillance System. | Ser-Nam Lim, Larry S. Davis, Ahmed M. Elgammal |
| 2003 | Detection of Changes in Surveillance Videos. | Longin Jan Latecki, Xiangdong Wen, Nilesh Ghubade |
| 2003 | Face Tracking System Based on Color, Stereovision and Elliptical Shape Features. | Bogdan Kwolek |
| 2003 | Recognition and Detection of Occluded Faces by a Neural Network Classifier with Recursive Data Reconstruction. | Takio Kurita, Mickael Pic, Takashi Takahashi |
| 2003 | Automatic Face Region Tracking for Highly Accurate Face Recognition in Unconstrained Environments. | Young-Ouk Kim, Joon Ki Paik, Jingu Heo, Andreas F. Koschan, Besma R. Abidi, Mongi A. Abidi |
| 2003 | Improving the Extraction of Temporal Motion Strength Signals from Video Recordings of Neonatal Seizures. | Nicolaos B. Karayiannis, Guozhi Tao |