Title :
Efficient disparity map generation for moving multi-camera system using TOF depth sensor
Author :
Yun-Suk Kang ; Yo-Sung Ho
Author_Institution :
Sch. of Inf. & Commun., Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea
Abstract :
In this paper, we propose an efficient disparity map generation method for multi-view video sequences captured by a forward moving multi-camera system. Forward camera moving increases the minimum and maximum disparity value of each frame with time. Thus, computational complexity can be increased and the quality of generated disparity can be degraded since the stereo matching operation has to deal with a wide range of the disparity candidates. In order to solve this problem, we employ a time-of-flight (TOF) depth sensor as a guide to find the minimum and maximum disparity values for each frame. Then, the stereo matching process for video sequences captured by the moving multi-camera system becomes simple without quality degradation.
Keywords :
computational complexity; image matching; image sensors; image sequences; stereo image processing; video signal processing; TOF depth sensor; computational complexity; disparity value; efficient disparity map generation; forward camera moving; moving multicamera system; multiview video sequences; stereo matching operation; stereo matching process; time-of-flight depth sensor; Cameras; Color; Image color analysis; Indexes; PSNR; Stereo vision; Three-dimensional displays; depth generation; moving multi-camera; stereo matching; time-of-flight depth sensor;
Conference_Titel :
Systems, Signals and Image Processing (IWSSIP), 2013 20th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4799-0941-4
DOI :
10.1109/IWSSIP.2013.6623451