Title :
An object detection and extraction method using stereo camera
Author :
Morimoto, Masakazu ; Mito, Yasuhiro ; Fujii, Kensaku
Author_Institution :
Grad. Sch. of Eng., Univ. of Hyogo, 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 detecting objects but also extracting shapes and colors of detected moving objects from stereo video streams. First, we estimate the camera motion from three-dimensional optical flow based on RANSAC. Secondly we detect moving objects from the scene by inter-frame subtraction. Then we extract the contour of the moving object based on intensity edge, disparity map and inter-frame subtraction. Finally we carry out some experiments and show some results. From results, we can detect and extract the moving object.
Keywords :
edge detection; feature extraction; image colour analysis; image sensors; image sequences; object detection; stereo image processing; video signal processing; RANSAC; color extraction; inter-frame subtraction; moving stereo camera; object detection; object extraction; shapes extraction; stereo video streams; three-dimensional optical flow; Cameras; Data mining; Image motion analysis; Motion estimation; Object detection; Optical sensors; Robot vision systems; Shape; Stereo vision; Streaming media; Computer Vision; Object Detection; Object Extraction; Stereo Camera;
Conference_Titel :
Automation Congress, 2008. WAC 2008. World
Conference_Location :
Hawaii, HI
Print_ISBN :
978-1-889335-38-4
Electronic_ISBN :
978-1-889335-37-7