Title :
A Codesign Tool for High Level Systhesis of Vision Models on FPL
Author :
Martínez, Antonio ; Reynery, Leonardo ; Pelayo, Francisco ; Morillas, Christian ; Romero, Samuel
Author_Institution :
Dept. of Comput. Technol., Alicante Univ.
Abstract :
This paper presents a synthesis tool for the automatic translation and optimization of bioinspired vision models into a FPL implementation. The software allows functional simulation and high level specification of the model, and produces a data-flow model using VHDL, which is synthesizable with different lower-level synthesis tools and for various FPGA technologies. The proposed design platform extends the features of the codesign environment CodeSimulink for implementing visual processing systems, starting from purely functional specifications. An optimization strategy based on the calculation of the Pareto front is also introduced to perform a multi-objective minimization of both, the circuit area and the root mean square of the computation error. Performance measurements for the FPL implementation of an example retina-like vision model on a FPGA-based PCI board are provided
Keywords :
Pareto optimisation; computer vision; field programmable gate arrays; hardware description languages; hardware-software codesign; CodeSimulink; FPGA technology; FPL; Pareto front calculation; VHDL; automatic translation; bioinspired vision models; codesign tool; data-flow model; field programmable array; field programmable logic; high level synthesis; low level synthesis tools; multiobjective minimization; retina-like vision; visual processing systems; Computational modeling; Computer vision; Design engineering; Field programmable gate arrays; Filters; Hardware; Knowledge engineering; Mathematical model; Power system modeling; Real time systems;
Conference_Titel :
Field Programmable Logic and Applications, 2006. FPL '06. International Conference on
Conference_Location :
Madrid
Print_ISBN :
1-4244-0312-X
DOI :
10.1109/FPL.2006.311324