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Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00)
Space Variant Vision and Pipelined Architecture for Time to Impact Computation
Padova, Italy
September 11-September 13
ISBN: 0-7695-0740-9
F. Pardo, Dept. de Inf., Valencia Univ., Spain
I. Llorens, Dept. de Inf., Valencia Univ., Spain
F. Mico, Dept. de Inf., Valencia Univ., Spain
J.A. Boluda, Dept. de Inf., Valencia Univ., Spain
Image analysis is one of the most interesting ways for a mobile vehicle to understand its environment. One of the tasks of an autonomous vehicle is to get accurate information of what it has in front, to avoid collision or find a way to a target. This task requires real-time restrictions depending on the vehicle speed and external object movement. The use of normal cameras, with homogeneous (squared) pixel distribution, for real-time image processing, usually requires high performance computing and high image rates. A different approach makes use of a CMOS space-variant camera that yields a high frame rate with low data bandwidth. The camera also performs the log-polar transform, simplifying some image processing algorithms. One of this simplified algorithms is the time to impact computation. The calculation of the time to impact uses a differential algorithm. A pipelined architecture specially suited for differential image processing algorithms has been also developed using programmable FPGAs.
Index Terms:
pipeline processing; pipelined architecture; time to impact computation; autonomous vehicle; avoid collision; real-time image processing; space-variant camera; image processing; differential image processing
Citation:
F. Pardo, I. Llorens, F. Mico, J.A. Boluda, "Space Variant Vision and Pipelined Architecture for Time to Impact Computation," camp, pp.122, Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00), 2000
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