DocumentCode :
2088979
Title :
An adaptive motion estimation based on the temporal subband analysis
Author :
Yim, Zung Kon ; Kim, Seung Bae ; Chung, Jae Ho
Author_Institution :
Dept. of Electron. Eng., Inha Univ., Incheon, South Korea
Volume :
4
fYear :
1996
fDate :
7-10 May 1996
Firstpage :
1918
Abstract :
A new motion estimation scheme for an MPEG like video coder is suggested. The proposed `adaptive motion estimation´ scheme consists of five functional blocks: temporal subband analysis (TSBA), extraction of temporal activity distribution (TAD), scene change detection (SCD), picture type replacement (PTR), and a temporally adapted block matching algorithm (TABMA). All five functional blocks are developed primarily based on temporal subband analysis. According to the significance of the TAD, the TABMA adjusts its nonuniform motion vector search area. Also, a newly proposed SCD and PTR integrated method can prevent poor motion prediction for a video sequence containing abruptly changing scenes. Computer simulation results show that the proposed motion estimation scheme is superior to that of typical MPEG like video coders: it requires far less computations, and it shows much better performance
Keywords :
adaptive estimation; feature extraction; image matching; image sequences; motion estimation; parameter estimation; prediction theory; video coding; MPEG like video coder; adaptive motion estimation; computer simulation results; motion prediction; nonuniform motion vector search area; performance; picture type replacement; scene change detection; temporal activity distribution extraction; temporal subband analysis; temporally adapted block matching algorithm; video sequence; Band pass filters; Change detection algorithms; Finite impulse response filter; Frequency; Image analysis; Image quality; Layout; Low pass filters; Motion estimation; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1520-6149
Print_ISBN :
0-7803-3192-3
Type :
conf
DOI :
10.1109/ICASSP.1996.544826
Filename :
544826
Link To Document :
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