Title :
Pattern extraction system using a nonuniformly resolved image
Author :
Asano, Nobuhisa ; Yagi, Tohru ; Gouhara, Kazutoshi ; Uchikawa, Yoshiki
Author_Institution :
Sch. of Eng., Nagoya Univ., Japan
Abstract :
When there are multiple objects in the field of vision, and we want to extract a specific pattern, it is necessary to catch all the objects in the center of the viewing area, and to recognize them. In this report, we propose a receptive field model and a method for deciding a fixation point using a neural network. We also make experiments using a CCD-camera to catch multiple objects one after another.
Keywords :
image recognition; neural nets; object recognition; CCD-camera; fixation point; neural network; nonuniformly resolved image; object recognition; pattern extraction system; receptive field model; Brightness; Humans; Image recognition; Image resolution; Learning systems; Neural networks; Object detection; Pattern recognition; Yagi-Uda antennas;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.716757
