A single-motion-vector/cycle-generation optical flow processor employing directional-edge histogram matching
A VLSI optical flow processor capable of generating a single motion vector at every clock cycle has been developed. By employing a directional-edge histogram matching, the computational cost has been reduced and the influence of illumination change has been alleviated as well. In order to generate a...
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Sprache: | eng |
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Zusammenfassung: | A VLSI optical flow processor capable of generating a single motion vector at every clock cycle has been developed. By employing a directional-edge histogram matching, the computational cost has been reduced and the influence of illumination change has been alleviated as well. In order to generate an edge histogram in a single clock cycle, a special data allocation scheme in on-chip SRAM banks has been developed. In addition, a parallel shift and matching architecture using compact absolute difference circuits has been introduced. As a result, single-motion-vector/cycle generation from an arbitrary pixel location has been established. A prototype chip was fabricated in a 0.18-mum 5-metal CMOS technology and the measurement results demonstrated about 1,000 times faster performance at a clock frequency of 20 MHz than the software processing using a 2.8-GHz CPU. |
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ISSN: | 0271-4302 2158-1525 |
DOI: | 10.1109/ISCAS.2009.5118439 |