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Title: |
Application of Extending Hidden-Layer BP Neural Network in Image Separation |
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Source: |
International Conference on Engineering and Business Management 2012(Part 5 Innovative Technology)
(pp 3644-3649)
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Author(s): |
Jing Zhao, Shandong Women’s University, Jinan, Shandong, China, 250002 |
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Abstract: |
In order to finish the color separation work effectively and decrease manpower, the extending hidden-layer BP (Back Propagation) network is used to address the image separation problem. In this approach, some feature areas are selected from the original image and the corresponding target images are created according to feature areas. Then the training samples consisting of the feature areas and the target images are used to train the BP network. Finally, the trained BP network has the ability to separate the textile image. At last, an experiment is designed to testify the availability and efficiency of the image separation approach with extending hidden-layer BP network.
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