Colour image segmentation using the relative values of RGB

作者: Chiunhsiun Lin , Ching-Hung Su

DOI:

关键词:

摘要: In this paper, we propose a novel colour segmentation algorithm based on the derived inherent properties of RGB space. The proposed operates directly space without need transformation and it is very robust to various illumination conditions. Furthermore, our approach has benefits being insensitive rotation, scaling, translation. addition, system can be applied different applications, for example, fruits (vegetables) quality control by merely changing values parameters (α, β1, β2, γ1, γ2). Experimental results demonstrate feasibility in segmentation.

参考文章(10)
Nikhil R Pal, Sankar K Pal, A review on image segmentation techniques Pattern Recognition. ,vol. 26, pp. 1277- 1294 ,(1993) , 10.1016/0031-3203(93)90135-J
Q. Yang, An approach to apple surface feature detection by machine vision Computers and Electronics in Agriculture. ,vol. 11, pp. 249- 264 ,(1994) , 10.1016/0168-1699(94)90012-4
Tae-Woong Yoo, Il-Seok Oh, A fast algorithm for tracking human faces based on chromatic histograms Pattern Recognition Letters. ,vol. 20, pp. 967- 978 ,(1999) , 10.1016/S0167-8655(99)00053-7
Zhong Jin, Zhen Lou, Jingyu Yang, Quansen Sun, Face detection using template matching and skin-color information Neurocomputing. ,vol. 70, pp. 794- 800 ,(2007) , 10.1016/J.NEUCOM.2006.10.043
P. H. Heinemann, R. Hughes, C. T. Morrow, H. J. Sommer, III, R. B. Beelman, P. J. Wuest, Grading of Mushrooms Using a Machine Vision System Transactions of the ASABE. ,vol. 37, pp. 1671- 1677 ,(1994) , 10.13031/2013.28255
Haiyuan Wu, Qian Chen, M. Yachida, A fuzzy-theory-based face detector Proceedings of 13th International Conference on Pattern Recognition. ,vol. 3, pp. 406- 410 ,(1996) , 10.1109/ICPR.1996.546979
M. G. Scanlon, R. Roller, G. Mazza, M. K. Pritchard, Computerized video image analysis to quantify color of potato chips American Journal of Potato Research. ,vol. 71, pp. 717- 733 ,(1994) , 10.1007/BF02849210
K. Sobottka, I. Pitas, Extraction of facial regions and features using color and shape information international conference on pattern recognition. ,vol. 3, pp. 421- 425 ,(1996) , 10.1109/ICPR.1996.546982
H.D. Cheng, X.H. Jiang, Y. Sun, Jingli Wang, Color image segmentation: advances and prospects Pattern Recognition. ,vol. 34, pp. 2259- 2281 ,(2001) , 10.1016/S0031-3203(00)00149-7