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
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