DocumentCode :
396238
Title :
An adaptive center of mass detection system employing a 2-D dynamic element matching algorithm for object tracking
Author :
Fish, Alexander ; Akselrod, Dmitty ; Yadid-Pecht, Orly
Author_Institution :
VLSI Syst. Center, Ben-Gurion Univ., Beer-Sheva, Israel
Volume :
3
fYear :
2003
fDate :
25-28 May 2003
Abstract :
An adaptive high precision image object centroid - center of mass (COM) detection system employing a 2-D dynamic element matching (DEM) algorithm for object tracking is presented. This proposed system outputs a high resolution COM location of the most salient object in the field of view for tracking and navigation purposes and is suitable for real time applications. Precomputation object detection is performed by a low resolution mixed signal winner-take-all (WTA) circuit. In this work, the COM computation algorithm parameters are adaptively changed according to the object size, enabling lowering object scanning frequency, but still providing a high precision in the object COM location. Simulation results prove the concept and demonstrate the high precision COM detection result. In addition, a possible hardware implementation is described.
Keywords :
adaptive signal processing; image matching; mixed analogue-digital integrated circuits; navigation; object detection; tracking; 2D dynamic element matching algorithm; adaptive image object centroid center-of-mass detection system; mixed signal winner-take-all circuit; navigation; object tracking; Circuits; Computational modeling; Hardware; Heuristic algorithms; Image processing; Navigation; Object detection; Real time systems; Sensor arrays; Signal resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
Type :
conf
DOI :
10.1109/ISCAS.2003.1205135
Filename :
1205135
Link To Document :
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