Title :
An active embedded stereo vision system with IR filters for robust indoor localization
Author :
Chen, Xiaopeng ; Pan, Min ; Wang, ZhanTao ; Meng, Fei ; Bao, Han ; Ni, Wencheng
Author_Institution :
Key Lab. of Robots & Syst., Beijing, China
Abstract :
In this paper, an active embedded stereo vision system with IR filters is proposed for robust three-dimensional localization. In the system, ordinary cameras with infrared (IR) filters are used instead of expensive IR cameras. IR filtered images could be easily transferred to binary image with low noises. Two control servos do contribution to the pan-tilt movement of the stereo pair. A global search algorithm is then proposed for rapid object localization. Experiments show that the system has a good performance on object localization.
Keywords :
active vision; band-pass filters; image denoising; infrared imaging; object tracking; robot vision; stereo image processing; IR filter; active embedded stereo vision system; binary image; control servo; global search algorithm; indoor robot localization; infrared filter; object detection; ordinary cameras; pan-tilt movement; rapid object localization; robust 3D localization; robust indoor localization; stereo pair; Band pass filters; Cameras; Filtering algorithms; Machine vision; Robot kinematics; Stereo vision;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6285136