DocumentCode
2768807
Title
Real-time 3D shape recognition of high speed moving object by fixation point tracking with active camera
Author
Deguchi, Koichiro ; Yonaiyama, Kosuke
Author_Institution
Graduate Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Volume
1
fYear
2000
fDate
2000
Firstpage
596
Abstract
This paper reports a visual system that recognizes 3D shapes of high speed moving objects. In this system, an active camera fixates a point on the moving object at the center of the image and tracks it. In this tracking, other object points than the fixation point move in the image field depending on their relative depths to the fixated point. Based on this fact, we are able to reconstruct 3D object shape from the tracking images. We developed a simple algorithm to realize this reconstruction for real time processing. We utilize the relation between spatial and temporal change of image with respect to the object depths. For our purpose, it is important to obtain object shape quickly even if it will be a rough one. We constructed a system that does not need complex and difficult image processing
Keywords
active vision; image reconstruction; object recognition; optical tracking; real-time systems; 3D shape recognition; active camera; fixation point tracking; image reconstruction; real time processing; tracking; Cameras; Image processing; Image reconstruction; Image sequences; Machine vision; Real time systems; Robot vision systems; Shape; Tracking; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2000. (IROS 2000). Proceedings. 2000 IEEE/RSJ International Conference on
Conference_Location
Takamatsu
Print_ISBN
0-7803-6348-5
Type
conf
DOI
10.1109/IROS.2000.894669
Filename
894669
Link To Document