Title :
Real-time smoothing filter for three dimensional disparity map algorithm and hardware implementation
Author :
Jueng Hun Kim ; Jong Hak Kim ; Ham Hun Ho ; Jun Dong Cho
Author_Institution :
Sch. of Inf. & Commun., Sungkyunkwan Univ., Suwon, South Korea
Abstract :
Nowadays, 3D-image processing of stereovision that uses two camera lenses has been a vibrant research filed. This paper proposes an efficient hardware architecture for high performance and real-time smoothing filter that is applicable to enhance the disparity map image from 3D stereovision system. First, we maximally utilized the parallel and pipeline operations. Second, we adopted 11 by 11 sparse mask operations instead of using the 33 by 33 window to achieve faster processing time without sacrificing the quality obtained from 33 by 33 mask operation. Furthermore, our architecture showed faster in processing time and smaller in errors on the images, compared with the normal 33 by 33 mean filter. Our verification was accomplished on the Virtex5 XC5VLX330 FF1760 FPGA of Xilinx with using 100MHz system clock. In a 1280 by 720 video frames, our verification shows that the real-time image was processed with 325fps. Our achievement shows remarkably higher operation rates than the existing ordinary mean filtering method.
Keywords :
field programmable gate arrays; image enhancement; smoothing methods; stereo image processing; video signal processing; 3D image processing; 3D stereovision system; Virtex5 XC5VLX330 FF1760 FPGA; Xilinx; camera lenses; disparity map image enhancement; frequency 100 MHz; hardware architecture; hardware implementation; high-performance smoothing filter; mean filtering method; parallel operation; pipeline operation; real-time image; real-time smoothing filter; sparse mask operations; three-dimensional disparity map algorithm; video frames; Adders; Pipelines; Radiation detectors; Registers; Synchronization; Table lookup;
Conference_Titel :
Circuits and Systems (MWSCAS), 2011 IEEE 54th International Midwest Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-61284-856-3
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2011.6026370