Title :
Cost-distortion optimized unequal error protection for object-based video communications
Author :
Wang, Haohong ; Zhai, Fan ; Eisenberg, Yiftach ; Katsaggelos, Aggelos K.
Author_Institution :
Qualcomm Inc., San Diego, CA, USA
Abstract :
Object-based video coding is a relatively new technique to meet the fast growing demand for interactive multimedia applications. Compared with conventional frame-based video coding, it consists of two types of source data: shape information and texture information. Recently, joint source-channel coding for multimedia communications has gained increased popularity. However, very limited work has been conducted to address the problem of joint source-channel coding for object-based video. In this paper, we propose a cost-distortion optimal unequal error protection (UEP) scheme for object-based video communications. Our goal is to achieve the best video quality (minimum total expected distortion) with constraints on transmission cost and delay in a lossy network environment. The problem is solved using Lagrangian relaxation and dynamic programming. The performance of the proposed scheme is tested using simulations of a narrow-band block-fading wireless channel with additive white Gaussian noise and a simplified differentiated services Internet channel. Experimental results indicate that the proposed UEP scheme can significantly outperform equal error protection methods.
Keywords :
AWGN; DiffServ networks; Internet; distortion; dynamic programming; fading channels; visual communication; wireless channels; Lagrangian relaxation; additive white Gaussian noise; cost-distortion; differentiated services Internet channel; dynamic programming; joint source-channel coding; multimedia communications; narrow-band block-fading wireless channel; object-based video coding; object-based video communications; video quality; Costs; Dynamic programming; Error correction codes; Lagrangian functions; Multimedia communication; Narrowband; Propagation losses; Shape; Testing; Video coding; Differentiated service (DiffServ) network; MPEG-4 standard; joint source-channel coding; lossy network; object-based video; rate distortion; unequal error protection (UEP); video coding; video communications; wireless channel;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2005.857305