13 November 2000 Fast motion estimation based on spatio-temporal Gabor filters: parallel implementation on multi-DSP
Author Affiliations +
Abstract
The aim of our work is to implement a system of motion estimation in image sequences processing on DSP's: fast motion estimation based on Gabor spatio-temporal filters. Our approach consists to calculate optical flow using an energy-based method, named combined filtering which associates the energetic responses of Gabor spatio- temporal filters organized in triads. For this purpose, we applicate a technique developed by the Laboratory LIS in France, inspired from the architecture of Heeger. To reduce the computation time, we present also a parallel implementation of the algorithm on a multi-DSP architecture using SynDEx tool which is a programming environment to generate optimized distributed real-time executives. We show that an acceleration of factor 1.86 has been obtained.
© (2000) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Fan Yang, Fan Yang, Michel Paindavoine, Michel Paindavoine, } "Fast motion estimation based on spatio-temporal Gabor filters: parallel implementation on multi-DSP", Proc. SPIE 4116, Advanced Signal Processing Algorithms, Architectures, and Implementations X, (13 November 2000); doi: 10.1117/12.406525; https://doi.org/10.1117/12.406525
PROCEEDINGS
9 PAGES


SHARE
Back to Top