Title :
Very low bit-rate video coding using multi-criterion segmentation
Author :
Chuang Gu ; Kunt, Murat
Author_Institution :
Signal Process. Lab., Swiss Federal Inst. of Technol., Lausanne, Switzerland
Abstract :
A region-based segmentation algorithm by multi-criterion for image sequence coding is described in this paper. It is based on morphological segmentation and motion compensation techniques. The concept of multicriterion is introduced into the traditional morphological segmentation process, which takes into account the high temporal redundancy. The current image is segmented into two different kinds of regions: homogeneous gray-level regions coded by texture modeling method or homogeneous motion regions represented by motion compensation. No prediction error needs to be transmitted. Contours are simplified by a new nonlinear filter. Experimental results have demonstrated outstanding performance, with the combination power of contour-texture approach and the motion compensation technique, for very low bitrate image sequence coding
Keywords :
image segmentation; image sequences; mathematical morphology; motion compensation; nonlinear filters; video coding; contour-texture approach; high temporal redundancy; homogeneous gray-level regions; homogeneous motion regions; image sequence coding; morphological segmentation; motion compensation; multi-criterion segmentation; nonlinear filter; prediction error; region-based segmentation algorithm; texture modeling method; very low bit-rate video coding; Bit rate; Costs; Image coding; Image segmentation; Image sequences; Laboratories; Layout; Signal processing algorithms; Video coding; Video signal processing;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413604