Title :
An Object Detection and Extraction Method Using Stereo Camera
Author :
Mito, Yasuhiro ; Morimoto, Masakazu ; Fujii, Kensaku
Author_Institution :
Univ. of Hyogo Shosya, Himeji
Abstract :
In this paper, we propose a new method for detecting and extracting moving objects from moving stereo camera. Our purpose is not only estimating motion of the camera and objects, but also extracting colors and shapes of detected objects from stereo video streams. Camera motions are calculated from three-dimensional optical flow, and the moving object is detected using images corrected in accordance with the camera motion. Experimental results show that, when the camera moves horizontal or rotational, we can estimate the camera motion and object movements by our method. We can also extract color and shape of the moving object, simultaneously.
Keywords :
computer vision; feature extraction; image colour analysis; image sequences; motion estimation; object detection; stereo image processing; video cameras; video streaming; computer vision; motion estimation; moving object detection; object color extraction; object shape extraction; stereo video camera motion; stereo video stream; three-dimensional optical flow; Cameras; Computer vision; Data mining; Image motion analysis; Motion detection; Motion estimation; Object detection; Robot vision systems; Shape; Stereo vision; Computer Vision; Object Detection; Object Extraction; Stereo Camera;
Conference_Titel :
Automation Congress, 2006. WAC '06. World
Conference_Location :
Budapest
Print_ISBN :
1-889335-33-9
DOI :
10.1109/WAC.2006.375746