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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Fish, A. Akselrod, D. Yadid-Pecht, O. |
| Copyright Year | 2003 |
| Description | Author affiliation: VLSI Syst. Center, Ben-Gurion Univ., Beer-Sheva, Israel (Fish, A.; Akselrod, D.; Yadid-Pecht, O.) |
| 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. |
| Sponsorship | IEEE Circuits & Syst. Soc Mahanakorn Univ. Technol |
| File Size | 357893 |
| File Format | |
| ISBN | 0780377613 |
| DOI | 10.1109/ISCAS.2003.1205135 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2003-05-25 |
| Publisher Place | Thailand |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Object detection Heuristic algorithms Circuits Hardware Sensor arrays Signal resolution Navigation Real time systems Computational modeling Image processing |
| Content Type | Text |
| Resource Type | Article |
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