Title :
Real-Time System for High-Image Resolution Disparity Estimation
Author :
Díaz, Javier ; Ros, Eduardo ; Carrillo, Richard ; Prieto, Alberto
Author_Institution :
Comput. Archit. & Technol. Dept., Granada Univ.
Abstract :
We present the hardware implementation of a simple, fast technique for depth estimation based on phase measurement. This technique avoids the problem of phase warping and is much less susceptible to camera noise and distortion than standard block-matching stereo systems. The architecture exploits the parallel computing resources of FPGA devices to achieve a computation speed of 65 megapixels per second. For this purpose, we have designed a fine-grain pipeline structure that can be arranged with a customized frame-grabber module to process 52 frames per second at a resolution of 1280times960 pixels. We have measured the system´s degradation due to bit quantization errors and compared its performance with other previous approaches. We have also used different Gabor-scale circuits, which can be selected by the user according to the application addressed and typical image structure in the target scenario
Keywords :
data compression; field programmable gate arrays; image coding; image matching; image resolution; pipeline processing; real-time systems; stereo image processing; FPGA; Gabor-scale circuits; bit quantization errors; block-matching stereo systems; camera noise; distortion; fine-grain pipeline structure; frame-grabber module; high-image resolution disparsity estimation; parallel computing; phase measurement; phase warping; real-time system; Cameras; Computer architecture; Field programmable gate arrays; Hardware; Parallel processing; Phase distortion; Phase estimation; Phase measurement; Phase noise; Real time systems; Embedded and real-time systems; pipeline processing; scale space; stereo image processing; Algorithms; Computer Systems; Equipment Design; Equipment Failure Analysis; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Photogrammetry; Signal Processing, Computer-Assisted;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2006.884931