Title :
An image sensor with fast extraction of objects´ positions - rough vision processor
Author :
Watanabe, Akira ; Tooyama, Osamu ; Miyama, Masayuki ; Yoshimoto, Masahiko ; Akita, Junichi
Author_Institution :
Kanazawa Univ., Japan
Abstract :
An integration of the signal processing circuits with the image acquiring device, which is called the vision chip and can process information in parallel, is proposed for fast image processing. In applications for robot vision, not only the detailed information, such as shape or texture, but also the rough information, such as ´something is around here´, are important and useful. We consider the detecting of centroids of objects in the focal plain as the rough vision processing, which is useful in practical application, and describe its implementation using two components; the centroid detector and the coordinate generator. First, we describe the fast flag generation algorithm indicating the centroid of objects, and its implementation using an analog parallel signal processing architecture. Next, we describe a novel encoding algorithm for flag positions indicating the centroids in order to obtain their coordinates
Keywords :
CCD image sensors; CMOS image sensors; image processing; object detection; robot vision; analog parallel signal processing; centroid detector; coordinate generator; encoding algorithm; flag generation algorithm; flag positions; image processing; image sensor; parallel architecture; robot vision; rough vision processor; vision chip; Circuits; Data mining; Image processing; Image sensors; Object detection; Robot kinematics; Robot sensing systems; Robot vision systems; Signal processing; Signal processing algorithms;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958691