Title :
A texture analysis framework and its applications in video coding
Author :
Guan, L. ; Tang, J.
Author_Institution :
Dept. of Electr. Eng., Sydney Univ., NSW, Australia
Abstract :
Proposes a new texture measurement-full custom texture measurement (FCTM) which provides a general framework for the analysis of images from a textural viewpoint. It is shown in the paper that different textural features can be designed through FCTM. In particular, it is demonstrated that the conventional co-occurrence matrix-based texture features are special cases of FCTM. Combined with multiresolution signal processing, FCTM is used for motion estimation in video coding. Experimental results show that coding methods incorporating FCTM provide reconstruction quality superior to the well known codecs
Keywords :
image coding; image texture; motion estimation; video coding; video signal processing; co-occurrence matrix-based texture features; full custom texture measurement; motion estimation; multiresolution signal processing; textural features; texture analysis framework; video coding; Electric variables measurement; Entropy; Image analysis; Image motion analysis; Image sequence analysis; Image texture analysis; Information analysis; Motion estimation; Particle measurements; Video coding;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.538326