Title :
Image extraction by wide angle foveated lens for overt-attention
Author :
Shimizu, Sota ; Jiang, Hao ; Burdick, Joel W.
Author_Institution :
Dept. of Mech. Eng., California Inst. of Technol., Pasadena, CA
Abstract :
This paper defines wide angle foveated (WAF) imaging. A proposed model combines Cartesian coordinate system, a log-polar coordinate system, and a unique camera model composed of planar projection and spherical projection for all-purpose use of a single imaging device. The central field-of-view (FOV) and intermediate FOV are given translation-invariance and, rotation and scale-invariance for pattern recognition, respectively. Further, the peripheral FOV is more useful for camera´s view direction control, because its image height is linear to an incident angle to the camera model´s optical center point. Thus, this imaging model improves its usability especially when a camera is dynamically moved, that is, overt-attention. Moreover, simulation results of image extraction show advantages of the proposed model, in view of its magnification factor of the central FOV, accuracy of scale-invariance and flexibility to describe other WAF vision sensors
Keywords :
feature extraction; image sensors; Cartesian coordinate system; image extraction; log-polar coordinate system; overt-attention; pattern recognition; rotation invariance; scale-invariance; translation-invariance; wide angle foveated lens; Biological system modeling; Biomedical optical imaging; Cameras; Humans; Image sensors; Lenses; Optical imaging; Optical sensors; Pattern recognition; Semiconductor device modeling;
Conference_Titel :
Robotics and Automation, 2006. ICRA 2006. Proceedings 2006 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9505-0
DOI :
10.1109/ROBOT.2006.1642227