DocumentCode :
3479029
Title :
Motion vector processing using the color information
Author :
Huang, Ai-Mei ; Nguyen, Truong
Author_Institution :
ECE Dept, UCSD, La Jolla, CA, USA
fYear :
2009
fDate :
7-10 Nov. 2009
Firstpage :
1605
Lastpage :
1608
Abstract :
In this paper, we investigate color distribution around object edges and further exploit this information for motion vector reliability analysis. Since the motion vectors are often estimated only based on luminance component, the resulting motion vectors may become unreliable for the areas with similar intensity. By making use of the color information for the received residual energy calculation, these unreliable motion vectors can effectively be identified. Moreover, the motion boundaries can be easily detected due to stronger residual energy distribution on the object boundaries. This characteristic can also be used to assist the motion vector processing in motion-compensated frame interpolation so that the interpolated object structures can be well maintained. Experimental results show that using same motion vector processing approach but with additional consideration on color information outperforms other methods.
Keywords :
edge detection; image colour analysis; image motion analysis; object detection; color distribution; color information; luminance component; motion boundaries; motion vector reliability analysis; motion-compensated frame interpolation; object edges; residual energy distribution; Chromium; Image color analysis; Image edge detection; Image segmentation; Information analysis; Interpolation; Motion analysis; Motion detection; Motion estimation; Object detection; color information; frame rate up conversion; motion compensated frame interpolation; motion vector processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
ISSN :
1522-4880
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2009.5413657
Filename :
5413657
Link To Document :
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