DocumentCode
1694190
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
fYear
2008
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
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
Type
conf
Filename
4698947
Link To Document