Expanding stereo-disparity range in an FPGA-system while keeping resource utilisation low.
Published: 2006
Language: eng
Number of pages: 90
ISBN-13: 9780494163405
Description: We present the design and implementation of a Field-Programmable Gate Array (FPGA) based dense stereo depth measurement system that is capable of handling a very large disparity range. The throughput of the system is 60 frames/second on 640 x 240 images. Image rectification and consistency check improve accuracy of the results. The system is based on the Local Weighted Phase-Correlation algorithm [12] which estimates disparity using a multi-scale and multi-orientation approach. Though FPGAs are ideal devices to exploit the inherent parallelism in many computer vision algorithms, their finite resource capacity poses a challenge when adapting a system to deal with large image sizes or disparity ranges. We utilise the temporal information available in a video sequence to design a novel architecture for the correlation unit to achieve correlation over a large range while keeping the resource utilisation very low as compared to a naive approach.
Notes: Source: Masters Abstracts International, Volume: 44-06, page: 2924.

Thesis (M.A.Sc.)--University of Toronto, 2006.

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