Parameterized estimation of common motion for image and depth sequences

Modem, Sudhakar and Vupparaboina, K K and Jana, Soumya (2013) Parameterized estimation of common motion for image and depth sequences. In: National Conference on Communications (NCC), 15-17 Feb. 2013, New Delhi, India.

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Abstract

Representation of 3D video using reference image and depth map sequences (2D+depth) has become standard. Although standards recommend separate encoding of image and depth, exploitation of their correlation opens up opportunities, especially for low-bit-rate applications. To this end, a common motion vector is sometimes used to compensate both the sequences. In this context, we propose a parametric method for estimation of common motion that improves upon the current image-based approach. Specifically, we identify statistical redundancy between image and depth sequences, demonstrate how the said redundancy cannot fully be exploited by a technique based on image sequences alone, and then propose a method to remove such redundancy in an optimized manner. Finally, we demonstrate the efficacy of our technique using well-known stereoscopic video sequences.

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IITH Creators:
IITH CreatorsORCiD
Jana, SoumyaUNSPECIFIED
Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: 3D Video Coding, Depth Image based Rendering, Common Motion Vector, MPEG-2
Subjects: Others > Engineering technology
Divisions: Department of Electrical Engineering
Depositing User: Library Staff
Date Deposited: 24 Feb 2016 06:01
Last Modified: 12 Sep 2017 10:37
URI: http://raiith.iith.ac.in/id/eprint/2213
Publisher URL: https://doi.org/10.1109/NCC.2013.6487940
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