DocumentCode
352417
Title
Block motion estimation using wavelet filtering
Author
Ates, Hasan F. ; Orchard, Michael T.
Author_Institution
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Volume
6
fYear
2000
fDate
2000
Firstpage
2079
Abstract
Block matching motion compensation achieves savings in residual error energy at the cost of motion vector bit rate. While this tradeoff has proven valuable for many video sequences, there are many obvious examples of blocks for which the cost of motion vectors is not offset by the gains of motion compensation. This paper proposes a multiresolution framework for motion compensated prediction that offers a richer set of options for trading off motion compensation accuracy against the cost of motion vectors. The method improves the prediction at motion boundaries and on covered/uncovered regions, while reducing the bit rate by using less accurate motion vectors in smoother regions. The new algorithm is compared to the full-search block matching in various simulations, and the results show that the algorithm achieves a 10 to 30% reduction in motion vector bit rate. These saving are particularly important in low bit rate applications where motion overhead constitutes a significant percentage of overall bit rate
Keywords
image sequences; low-pass filters; motion compensation; motion estimation; prediction theory; transform coding; video coding; wavelet transforms; algorithm; bit rate; block matching motion compensation; block motion estimation; full-search block matching; low bit rate applications; motion boundaries; motion compensated prediction; motion overhead; motion vector bit rate; multiresolution framework; residual error energy; simulations; video sequences; wavelet filtering; Bit rate; Costs; Entropy; Filtering; Frequency; Image coding; Image sequences; Motion compensation; Motion estimation; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.859244
Filename
859244
Link To Document