DocumentCode
1877087
Title
Application of motion sharpening effect in video coding
Author
Fujibayashi, Akira ; Boon, Choong Seng
Author_Institution
Res. Labs., NTT DoCoMo, Inc., Yokosuka
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
2848
Lastpage
2851
Abstract
This paper presents a method that exploits an optical illusion due to the motion of video sequences for improving the coding efficiency of sequences with large motion. The employed optical illusion is a special case of the motion sharpening, which we call "quasi-motion sharpening". Under this effect, comparable subjective quality is perceived when comparing an original video against the processed same video where some images between two frames are being blurred. A quantitative model based on this phenomenon has been constructed for deriving the level of blurriness of selected frames without sacrificing the subjective quality of the whole sequence. Subjective experiments on decoded video of H.264 show that, using our model for pre-processing video sequences with fast motion, we can improved the coding efficiency by 9.3-14.0% while maintaining the subjective quality.
Keywords
motion compensation; video coding; Gaussian mixture model; Kalman filtering; binary masks; color features; expectation maximization algorithm; morphological operations; multiobject tracking; object locations; unimodal distribution; Decoding; Laboratories; Layout; Motion compensation; Optical sensors; Transform coding; Video coding; Video compression; Video sequences; Visual system; Motion sharpening; Perceptual coding; Subjective quality; Video coding; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1522-4880
Print_ISBN
978-1-4244-1765-0
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2008.4712388
Filename
4712388
Link To Document