DocumentCode :
1642834
Title :
A versatile colour system capable of fruit sorting and accurate object classification
Author :
Kay, Gary ; De Jager, Gerhard
Author_Institution :
Dept. of Electr. & Electron. Eng., Cape Town Univ., Rondebosch, South Africa
fYear :
1992
fDate :
9/11/1992 12:00:00 AM
Firstpage :
145
Lastpage :
148
Abstract :
A colour system that can be used for high speed colour classification of fruit in an automatic sorting environment is proposed. The hue, saturation, and intensity (HSI) colour system derived from the red, green, blue system can be represented in various forms. Specifically it is the `hue´ part of the colour system that makes the HSI system so versatile. It is shown that pixels containing the H-I features can be classified using cluster analysis. Supervised and unsupervised classification has applications in colour segmentation and area measurements
Keywords :
area measurement; colour; food processing industry; image recognition; image segmentation; HSI system; accurate object classification; area measurements; cluster analysis; colour segmentation; fruit sorting; high speed colour classification; Cities and towns; Computer industry; Displays; Image analysis; Monitoring; Pixel; Psychology; Reflectivity; Sorting; Writing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Signal Processing, 1992. COMSIG '92., Proceedings of the 1992 South African Symposium on
Conference_Location :
Cape Town
Print_ISBN :
0-7803-0807-7
Type :
conf
DOI :
10.1109/COMSIG.1992.274296
Filename :
274296
Link To Document :
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