Title :
3D JBU based depth video filtering for temporal fluctuation reduction
Author :
Choi, Jinwook ; Min, Dongbo ; Kim, Donghyun ; Sohn, Kwanghoon
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
In this paper, we propose a three-dimensional Joint Bilateral Up-sampling (3D JBU) for the depth video which can be applied to a 3DTV system based on 2D-plus-depth video. Recently, a number of researches have been done to improve a resolution and frame-rate of the depth video. We proposed a novel method that enhances depth video obtained by Time-of-Flight (TOF) sensor by combining it with Charge-coupled Device (CCD) camera [1]. However, this method does not consider the temporal coherence of the depth video. It may cause an eye fatigue on the 3D display and increase bit rates on video coding, since it is possible to generate a temporal fluctuation problem. Therefore, in order to solve these problems, we propose a 3D JBU model which is extended conventional JBU into the temporal domain of depth video. Experimental results show that depth video obtained by the proposed method provides satisfactory quality.
Keywords :
CCD image sensors; image enhancement; image resolution; image sampling; image sequences; information filtering; three-dimensional displays; three-dimensional television; video coding; 2D-plus-depth video; 3D JBU; 3D display; 3DTV system; CCD camera; TOF sensor; charge-coupled device camera; depth video enhancement; depth video filtering; temporal coherence; temporal fluctuation reduction; three-dimensional joint bilateral up-sampling; time-of-flight sensor; video coding; video frame-rate; video resolution; Cameras; Charge coupled devices; Fluctuations; Image resolution; Kernel; Three dimensional displays; Video coding; 2D-plus-Depth; 3D JBU; 3DTV system; Depth video; temporal coherence;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5650981