Title :
A binocular sensor interface for moving objects detection
Author :
Costantini, G. ; Casali, D. ; Perfetti, R. ; Carota, M.
Author_Institution :
Univ. of Rome "Tor Vergata", Rome
Abstract :
In this paper we propose a sensor interface that is able to detect moving objects, returning the number of found objects, together with their position, shape, and approximate distance. The system is based on two cameras, which are supposed to be fixed, a digital processor, and two analog chips, which perform data analysis. The use of a couple of cameras improves the performance in comparison with systems with only one camera, because it can exploit the availability of two images from two different point of view in order to get information on the distance of the objects from the two cameras, in the same way as the human eye does with its so called "binocular vision". We tested our method over several video sequences, both indoor and outdoor. Experimental results show a significantly improved discrimination when multiple objects are moving at different distances. Moreover, the use of stereo images can be exploited to reduce noise, improving performances for clustering.
Keywords :
image denoising; image sensors; object detection; stereo image processing; approximate distance; binocular sensor interface; binocular vision; cameras couple; data analysis; digital processor; moving objects detection; reduce noise; stereo images; Cameras; Cellular neural networks; Filling; Filtering; Image processing; Lighting; Low pass filters; Object detection; Stereo vision; Video sequences;
Conference_Titel :
Advances in Sensors and Interface, 2007. IWASI 2007. 2nd International Workshop on
Conference_Location :
Bari
Print_ISBN :
978-1-4244-1245-7
Electronic_ISBN :
978-1-4244-1245-7
DOI :
10.1109/IWASI.2007.4420040