Title :
Multiple description image/video compression using oversampling and noise shaping in the DCT-domain
Author :
Palgy, Michal ; Østergaard, Jan ; Zamir, Ram
Author_Institution :
Dept. of EE - Syst., Tel Aviv Univ., Tel Aviv, Israel
Abstract :
Multiple Descriptions (MDs) source coding is a method to overcome unexpected information loss in a diversity system such as the internet, or a wireless network. In case that the information can suffer loss and still be intelligible, like audio or video, MD is a way to take full advantage of the diversity in the system and provide graceful degradation. Standards-compliant MD coding targeting widely used compression standards, such as JPEG and MPEG, have so far however received little attention in the literature. A recently proposed scheme of MD coding by dithered Delta-Sigma Quantization (DSQ) utilizes oversampling in order to accomplish diversity, and noise shaping to control the distortion-versus-loss trade off at any fixed rate. In this work we implement a DSQ-based MD compression scheme for images/videos working in the discrete cosine transform (DCT) domain. The MD encoder and decoder consist of a standard JPEG/MPEG core, with additional processing and control. We show promising numerical results under various scenarios.
Keywords :
Internet; discrete cosine transforms; diversity reception; quantisation (signal); source coding; video coding; Internet; JPEG/MPEG core; compression standards; discrete cosine transform domain; dithered delta-sigma quantization; diversity system; image compression; multiple description source coding; noise shaping; oversampling; video compression; wireless network; Discrete cosine transforms; Encoding; Noise shaping; PSNR; Quantization; Streaming media; Transform coding; DCT; JPEG; MPEG; Multiple-Description coding; dithered Delta-Sigma quantization;
Conference_Titel :
Electrical and Electronics Engineers in Israel (IEEEI), 2010 IEEE 26th Convention of
Conference_Location :
Eliat
Print_ISBN :
978-1-4244-8681-6
DOI :
10.1109/EEEI.2010.5661931