Title :
Object extraction from stereo vision using continuity of disparity map
Author :
Oshida, K. ; Saneyoshi, Keiji
Author_Institution :
Dept. of Phys., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
This paper describes a method for object detection from three-dimensional image using stereo vision. Each object has a different disparity distribution. In other words, an object´s disparity distribution is discontinuous at the border between itself and another adjacent object. Focusing attention on this point, the image is divided into objects. Furthermore, objects having sharply-defined contour are detected using superpixels.
Keywords :
feature extraction; object detection; stereo image processing; disparity distribution; disparity map continuity; object detection; object extraction; sharply-defined contour; stereo vision; superpixels; three-dimensional image;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2012 IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-2125-9
DOI :
10.1109/ROBIO.2012.6491277