Segmenting the color image in a simple background by ANN method

Lianhuan Xiong; Dehua Li; Hanping Hu; Gang Jin

doi:10.1117/12.323570

25 September 1998 Segmenting the color image in a simple background by ANN method

Lianhuan Xiong, Dehua Li, Hanping Hu, Gang Jin

Proceedings Volume 3545, International Symposium on Multispectral Image Processing (ISMIP'98); (1998) https://doi.org/10.1117/12.323570
Event: International Symposium on Multispectral Image Processing, 1998, Wuhan, China

Abstract

The neural network method applied for the color image segmentation of the human's head image in the simple background is studied in this paper. The adopted network model is BP network. The image segmented by the region growing method is used as the training set and the BP algorithm is adopted to train the target and background image. Then segmenting testing image can be processed. Experimenting results show that the segmenting effect of this method is as good as the region growing method.

Citation Download Citation

Lianhuan Xiong, Dehua Li, Hanping Hu, and Gang Jin "Segmenting the color image in a simple background by ANN method", Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); https://doi.org/10.1117/12.323570

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