多層前饋網(wǎng)絡(luò)在圖象分割中的應(yīng)用
THE APPLICATION OF MULTILAYER FEEDFORWARD NETWORK FOR IMAGE SEGMENTATION
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摘要: 本文提出用多層前饋網(wǎng)絡(luò)進行基于邊緣信息的圖象分割,討論了學(xué)習(xí)樣本的提取步驟和網(wǎng)絡(luò)學(xué)習(xí)的速度改進方法。實驗表明,用多層前饋網(wǎng)絡(luò)進行圖象分割能獲得良好的結(jié)果。
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關(guān)鍵詞:
- 圖象處理; 多層前饋網(wǎng)絡(luò); 圖象分割; BP算法
Abstract: The Multilayer feedforward network is used for image segmentation. The procedure of achieving learning patterns and the method of improving the leaning rate are discussed. The experiment shows that using the multilayer feedforward network for image segmentation can get good results. -
Lippmann R P. IEEE ASSP Magnize, 1987, 4(1): 4-22.[2]Psaltis D, Sideris A, Yamamura A A. IEEE Control Systems Magnize, 1988, 8(1): 17-22.[3]Lippmann R P. IEEE Communications Magnize, 1989, 9(1): 47-62.[4]吳小培,黃端旭.安徽大學(xué)學(xué)報,1990,15(1): 61-64. -
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