Title :
Improving depth map compression using a 3-phase depth map correction approach
Author :
Pourazad, Mahsa T. ; Da Zhou ; Lee, Keith ; Karimifard, Saeed ; Ganelin, Ilya ; Nasiopoulos, Panos
Author_Institution :
TELUS Commun. Incorporation, Canada
fDate :
June 29 2015-July 3 2015
Abstract :
Autosteroscopic multiview displays are the future of 3D technology. At the same time, this technology requires transmission of multiple video streams and depth maps, increasing the necessity for efficient compression. In this work, we address the challenging issue of 3D and multiview compression by introducing a method that corrects depth maps to achieve high quality synthesized views while significantly reducing the required bitrate. Our proposed method uses a three-phase depth map correction, including eliminating anomalies, segmentation, depth value correction, and finally inter-frame and intra-frame filtering. Subjective performance evaluations show that our method yields high quality synthesized views while significantly reduces the required bandwidth for the corrected depth maps (up to 48%).
Keywords :
data compression; filtering theory; image segmentation; three-dimensional displays; video coding; video streaming; 3-phase depth map correction approach; 3D technology; autosteroscopic multiview displays; bitrate; depth map compression; high quality synthesized views; inter-frame filtering; intra-frame filtering; multiple video stream transmission; subjective performance evaluations; three-phase depth map correction; Bandwidth; Color; Image color analysis; Image edge detection; Image segmentation; Three-dimensional displays; Visualization; 3D TV; Depth map; depth map correction; multiview display; view synthesizing;
Conference_Titel :
Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on
Conference_Location :
Turin
DOI :
10.1109/ICMEW.2015.7169790