DocumentCode :
3249074
Title :
Detection and tracking of faces in real environments
Author :
Herpers, R. ; Verghese, G. ; Derpanis, K. ; McCready, R. ; MacLean, J. ; Levin, A. ; Topalovic, D. ; Wood, L. ; Jepson, A. ; Tsotsos, J.K.
Author_Institution :
Dept. of Comput. Sci., Toronto Univ., Ont., Canada
fYear :
1999
fDate :
1999
Firstpage :
96
Lastpage :
104
Abstract :
A stereo active vision interface is introduced which detects frontal faces in real world environments and performs particular active control tasks dependent on changes in the visual field. Firstly, connected skin colour regions in the visual scene are detected by applying a radial scanline algorithm. Secondly, facial features are searched for in the most salient skin colour region while the blob is tracked by the camera system. The facial features are evaluated and, based on the obtained results and the current state of the system, particular actions are performed. The SAVI system is thought of as a smart laser interface for teleconferencing, telemedicine, and distance learning. The system is designed as a Perception-Action-Cycle (PAC), processing sensory data of different kinds and qualities. Both the vision module and the head motion control module work at frame rate. Hence, the system is able to react instantaneously to changing conditions in the visual scene
Keywords :
active vision; distance learning; motion control; stereo image processing; teleconferencing; telemedicine; tracking; SAVI system; connected skin colour regions; distance learning; faces detection; frontal faces; head motion control module; radial scanline algorithm; real environments; sensory data; smart laser interface; stereo active vision interface; teleconferencing; telemedicine; visual scene; Cameras; Computer aided instruction; Face detection; Facial features; Layout; Motion control; Performance evaluation; Skin; Teleconferencing; Telemedicine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, 1999. Proceedings. International Workshop on
Conference_Location :
Corfu
Print_ISBN :
0-7695-0378-0
Type :
conf
DOI :
10.1109/RATFG.1999.799230
Filename :
799230
Link To Document :
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