Title :
Dynamic-SIMD for lens distortion compensation
Author :
Mesman, Bart ; Fatemi, Hamed ; Corporaal, Henk ; Basten, Twan
Author_Institution :
Eindhoven Univ. of Technol.
Abstract :
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 buses, bus arbitration policies, and local instruction buffer sizes
Keywords :
compensation; field programmable gate arrays; high level synthesis; microprocessor chips; parallel architectures; photographic lenses; FPGA; SIMD processor architectures; bus arbitration policies; data-parallel execution pattern; dynamic communication; dynamic-SIMD; lens distortion compensation; local instruction buffer sizes; pixel-type processing; Computer architecture; Cost function; Field programmable gate arrays; Hardware; Image processing; Lenses; Nonlinear distortion; Optical design; Pattern matching; Smart cameras;
Conference_Titel :
Application-specific Systems, Architectures and Processors, 2006. ASAP '06. International Conference on
Conference_Location :
Steamboat Springs, CO
Print_ISBN :
0-7695-2682-9
DOI :
10.1109/ASAP.2006.29