Title :
Optimized fixed point implementation of a local stereo matching algorithm onto C66x DSP
Author :
Menant, Judicael ; Pressigout, Muriel ; Morin, Luce ; Nezan, Jean-Francois
Author_Institution :
IETR, Univ. Eur. de Bretagne, Rennes, France
Abstract :
Stereo matching techniques aim at reconstructing disparity maps from a pair of images. The use of stereo matching techniques in embedded systems is very challenging due to the complexity of the state-of-the-art algorithms. An efficient local stereo matching algorithm has been chosen from the literature and implemented on a c6678 DSP. Arithmetic simplifications such as approximation by piecewise linear functions and fixed point conversions are proposed. Thanks to factorisation and precomputing, the memory footprint is reduced by a factor 13 to fit on the memory footprint available on embedded systems. A 14.5 fps speed (factor 60 speed-up) has been reached with a small quality loss on the final disparity map.
Keywords :
digital signal processing chips; image matching; image reconstruction; stereo image processing; C66x DSP; arithmetic simplifications; disparity map reconstruction; embedded systems; final disparity map; fixed point conversions; local stereo matching algorithm; optimized fixed point implementation; piecewise linear functions; stereo matching techniques; Algorithm design and analysis; Approximation methods; Computer architecture; Digital signal processing; Embedded systems; Optimization; Real-time systems;
Conference_Titel :
Design and Architectures for Signal and Image Processing (DASIP), 2014 Conference on
DOI :
10.1109/DASIP.2014.7115636