31 July 2006 A monocular system for automatic face detection and tracking
Author Affiliations +
Proceedings Volume 5960, Visual Communications and Image Processing 2005; 59602C (2006) https://doi.org/10.1117/12.631548
Event: Visual Communications and Image Processing 2005, 2005, Beijing, China
Abstract
This paper presents a complete functional system capable of detecting people and tracking their motion in either live camera feed or pre-recorded video sequences. The system consists of two main modules, namely the detection and tracking modules. Automatic detection aims at locating human faces and is based on fusion of color and feature-based information. Thus, it is capable of handling faces in different orientations and poses (frontal, profile, intermediate). To avoid false detections, a number of decision criteria are employed. Tracking is performed using a variant of the well-known Kanade- Lucas-Tomasi tracker, while occlusion is handled through a re-detection stage. Manual intervention is allowed to assist both modules if required. In manual mode, the system can track any object of interest, so long as there are enough features to track.
© (2006) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
G. N. Stamou, G. N. Stamou, M. Krinidis, M. Krinidis, N. Nikolaidis, N. Nikolaidis, I. Pitas, I. Pitas, } "A monocular system for automatic face detection and tracking", Proc. SPIE 5960, Visual Communications and Image Processing 2005, 59602C (31 July 2006); doi: 10.1117/12.631548; https://doi.org/10.1117/12.631548
PROCEEDINGS
9 PAGES


SHARE
RELATED CONTENT


Back to Top