Title :
Disparity-based segmentation of stereoscopic foreground/background image sequences
Author :
Aach, Til ; Kaup, André
Author_Institution :
Inst. fur Elektrische Nachrichtentech., Tech. Hochschule Aachen, Germany
Abstract :
Describes a method for displacement estimation in stereoscopic images, which is closely coupled with a segmentation of the pictures into homogeneously displaced regions. The technique is driven by a statistical optimization criterion which assesses the quality of the disparity estimate and of the segmentation, thus improving both of these simultaneously. In addition, the optimization criterion explicitly takes occluded areas into consideration. With the additional help of two constraints, this enables the algorithm to locate regions corresponding to occlusions accurately
Keywords :
Cameras; Image coding; Image motion analysis; Image segmentation; Image sequence analysis; Image sequences; Layout; Markov random fields; Motion estimation; Partitioning algorithms;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.1994.577095