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Dynamic-SIMD for lens distortion compensation
Steamboat Springs, Colorado, USA September 11-September 13
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ASAP.2006.29IEEE 17th International Conference on ...
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Bart Mesman, Eindhoven University of Technology, The Netherlands
Hamed Fatemi, Eindhoven University of Technology, The Netherlands
Henk Corporaal, Eindhoven University of Technology, The Netherlands
Twan Basten, Eindhoven University of Technology, The Netherlands
An increasing computational demand is placed on the image processing capacity of current and future smart cameras. SIMD processor architectures provide an efficient solution because their repetitive structure matches the data-parallel execution pattern inherent in pixel-type processing. But the lack of support for communicating pixel data over variable distances has forced designers to allocate dedicated hardware or FPGAs for compensating lens distortion and other non-linear operations. We propose a hardware extension to SIMD processors that enables dynamic communication. Using detailed area cost models and a high-level simulator we optimize the extension with regard to the number of busses, bus arbitration policies, and local instruction buffer sizes.
Citation:
Bart Mesman, Hamed Fatemi, Henk Corporaal, Twan Basten, "Dynamic-SIMD for lens distortion compensation," asap, pp.261-264, IEEE 17th International Conference on Application-specific Systems, Architectures and Processors (ASAP'06), 2006
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