TY - GEN
T1 - Multiple description image/video compression using oversampling and noise shaping in the DCT-domain
AU - Palgy, Michal
AU - Østergaard, Jan
AU - Zamir, Ram
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - DCT
KW - Dithered delta-sigma quantization
KW - JPEG
KW - MPEG
KW - Multiple-description coding
UR - http://www.scopus.com/inward/record.url?scp=78651230981&partnerID=8YFLogxK
U2 - 10.1109/EEEI.2010.5661931
DO - 10.1109/EEEI.2010.5661931
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AN - SCOPUS:78651230981
SN - 9781424486809
T3 - 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010
SP - 965
EP - 969
BT - 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010
Y2 - 17 November 2010 through 20 November 2010
ER -