Title :
Rate-distortion based temporal filtering for video compression
Author :
Guleryu, Onur G. ; Orchard, Michael T.
Author_Institution :
Beckman Inst. for Adv. Sci. & Technol., Illinois Univ., Urbana, IL, USA
Abstract :
We consider the temporal DPCM loop at the heart of most modern high performance video coders. Targeting low bitrate-low complexity video applications, it is shown that DPCM is inefficient in this region. The DPCM codec is analyzed in the low bitrate region and rate-distortion optimal modifications are proposed that do not violate the low complexity requirement. The proposed modifications involve negligible added complexity at the encoder and no added complexity at the decoder and are thus compatible with standard coders and bit streams
Keywords :
computational complexity; data compression; differential pulse code modulation; filtering theory; rate distortion theory; video codecs; video coding; DPCM codec; bit streams; high performance video coders; low bitrate region; low bitrate-low complexity video applications; low complexity requirement; rate-distortion based temporal filtering; rate-distortion optimal modifications; temporal DPCM loop; video compression; Bit rate; Codecs; Decoding; Filtering; High performance computing; Pulse modulation; Rate-distortion; Video compression; Video sequences; Videoconference;
Conference_Titel :
Data Compression Conference, 1996. DCC '96. Proceedings
Conference_Location :
Snowbird, UT
Print_ISBN :
0-8186-7358-3
DOI :
10.1109/DCC.1996.488317