TY - GEN
T1 - Low-complexity Wyner-Ziv video coding based on robust media hashing
AU - Kang, Li Wei
AU - Lu, Chun Shien
PY - 2006
Y1 - 2006
N2 - To meet the requirement of distributed video coding in resource-limited sensor networks, Wyner-Ziv theorem-based source coding with side information available at the decoder states that an intraframe encoder with interframe decoder system can achieve comparable coding efficiency of a conventional video codec. Most existing Wyner-Ziv video coding systems are with light encoder and heavy decoder. In this paper, a new content-aware media hash-based Wyner-Ziv video codec with light encoder and light decoder is proposed. The key is that the significant differences between a video frame and its reference frame are efficiently extracted and used for frame recovery based on robust image hashing without needing to perform motion estimation. The particular contribution of our method is its low complexity in both the encoder and decoder sides. Simulation results demonstrate the achievable coding efficiency of our method in particular for videos with small and middle motions.
AB - To meet the requirement of distributed video coding in resource-limited sensor networks, Wyner-Ziv theorem-based source coding with side information available at the decoder states that an intraframe encoder with interframe decoder system can achieve comparable coding efficiency of a conventional video codec. Most existing Wyner-Ziv video coding systems are with light encoder and heavy decoder. In this paper, a new content-aware media hash-based Wyner-Ziv video codec with light encoder and light decoder is proposed. The key is that the significant differences between a video frame and its reference frame are efficiently extracted and used for frame recovery based on robust image hashing without needing to perform motion estimation. The particular contribution of our method is its low complexity in both the encoder and decoder sides. Simulation results demonstrate the achievable coding efficiency of our method in particular for videos with small and middle motions.
KW - Distributed video coding
KW - Media hash
KW - Video sensor network
KW - Wireless video communication
KW - Wyner-Ziv video coding
UR - http://www.scopus.com/inward/record.url?scp=34250768168&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34250768168&partnerID=8YFLogxK
U2 - 10.1109/MMSP.2006.285311
DO - 10.1109/MMSP.2006.285311
M3 - Conference contribution
AN - SCOPUS:34250768168
SN - 0780397517
SN - 9780780397514
T3 - 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006
SP - 267
EP - 272
BT - 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006
PB - IEEE Computer Society
T2 - 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006
Y2 - 3 October 2006 through 6 October 2006
ER -