Title :
Region detection using color similarity
Author :
Yabuki, Noboru ; Matsuda, Yoshitaka ; Fukui, Yutaka ; Miki, Shigehiko
Author_Institution :
Dept. of Electron. & Comput. Eng., Tsuyama Nat. Coll. of Technol., Okayama, Japan
Abstract :
In this paper, we propose a method to detect a road sign from a road scene image in the daytime. In order to utilize the color feature of the sign efficiently, the color distribution of sign is examined, and then a color similarity map is constructed. Assuming that the color distribution is a normal distribution, a color similarity map is obtained. Additionally, the color similarity shown on the map is incorporated into an image function of an active net model. A road sign is extracted as if it is wrapped up in an active net. Some experimental results obtained by applying an active net to images are presented
Keywords :
image colour analysis; image recognition; normal distribution; active net model; color distribution examination; color similarity map; colour similarity; image function; normal distribution; region detection; road scene image; road sign detection; Capacitive sensors; Computer vision; Educational institutions; Gaussian distribution; Humans; Lattices; Layout; Road accidents; Shape control; Traffic control;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.779951