Title :
Estimation and interpretation of discontinuities in optical flow fields
Author :
Middendorf, M. ; Nagel, H.H.
Author_Institution :
Inst. fur Algorithmen und Kognitive Syst., Karlsruhe Univ., Germany
Abstract :
A systematic categorization of an adaptively determined local estimate for an OF-vector allows to detect non-local `walls of discontinuities´ which establish an essentially closed boundary around images of objects whose motion differs from that of foreground and background. The estimation process has been refined to the point where occasionally observable-initially counter-intuitive-discontinuity blobs inside a region corresponding to the image of a moving object found an acceptable explanation. Segmentation results obtained on this basis for different real-world image sequences will be used to illustrate the approach
Keywords :
image sequences; motion estimation; image sequences; moving object; optical flow fields; segmentation; systematic categorization; walls of discontinuities; Image motion analysis; Image segmentation; Image sequences; Layout; Motion detection; Motion estimation; Object detection; Optical recording; Surveillance; Workstations;
Conference_Titel :
Computer Vision, 2001. ICCV 2001. Proceedings. Eighth IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7695-1143-0
DOI :
10.1109/ICCV.2001.937515