Title :
Fast computation of multiscalar symmetry in foveated images
Author :
Bolduc, Marc ; Sela, Gal ; Levine, Martin D.
Author_Institution :
McGill Res. Centre for Intelligent Machines, McGill Univ., Montreal, Que., Canada
Abstract :
This paper discusses two components of a Robot Eye intended as an active vision system to be mounted on a mobile robot. The first component is a foveated vision sensor which is based on an overlapping receptive field model for data reduction. We present the adapted scan-line algorithm used to compute so-called retinal images and a description of the implementation of the system on a network of DSP´s. The second component computes salient points in the foveated image and is motivated by the biological processes which guide primate gaze fixation. The model of attention and its real-time implementation are described. Experimental results obtained with these algorithms are also presented
Keywords :
active vision; mobile robots; robot vision; active vision system; adapted scan-line algorithm; data reduction; foveated images; foveated vision sensor; mobile robot; multiscalar symmetry; overlapping receptive field model; primate gaze fixation; real-time implementation; retinal images; Biological processes; Biological system modeling; Biology computing; Computer networks; Digital signal processing; Machine vision; Mobile robots; Retina; Robot sensing systems; Robot vision systems;
Conference_Titel :
Computer Architectures for Machine Perception, 1995. Proceedings. CAMP '95
Conference_Location :
Como
Print_ISBN :
0-8186-7134-3
DOI :
10.1109/CAMP.1995.521013