Title :
Real time skin-region detection with a single-chip digital camera
Author :
Kleihorst, Richard ; Lee, Mi-Suen ; Abbo, Anteneh ; Cohen-Solal, Eric
Author_Institution :
Philips Res. Lab., Eindhoven, Netherlands
fDate :
6/23/1905 12:00:00 AM
Abstract :
This article describes a 30 frames/second VGA format image sensor made in a standard CMOS process with an embedded massively parallel processor. The processor is fully programmable and therefore the sensor IC itself is able to run a variety of algorithms with data and processing in close vicinity of the sensor. Because of the parallel architecture comprising processor array and parallel memory accesses, high computational performances of up to 5 GOPS at 16 MHz are achieved. This high performance allowed us to implement skin tone detection on the camera itself as part of a larger system for face recognition, releasing the host computer of cumbersome pixel processing tasks and minimizing the data transfer between camera and computer
Keywords :
CMOS image sensors; computer vision; face recognition; image processing equipment; parallel architectures; parallel memories; performance evaluation; real-time systems; video cameras; 16 MHz; CMOS process; VGA format; computational performance; embedded massively parallel processor; face recognition; image sensor; parallel architecture; parallel memory accesses; processor array; sensor IC; single-chip digital camera; skin-region detection; Color; Communication system control; Computer architecture; Digital cameras; Energy consumption; High performance computing; Laboratories; Parallel architectures; Process control; Skin;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958112