標題: Hough transform neural network for seismic pattern detection
作者: Huang, Kou-Yuan
You, Jiun-De
Chen, Kai-Ju
Lai, Hung-Lin
Don, An-Jin
資訊工程學系
Department of Computer Science
公開日期: 1-Jan-2006
摘要: Hough transform neural network is adopted to detect line pattern of direct wave and hyperbola pattern of reflection wave in a seismogram. The distance calculation from point to hyperbola is calculated from the time difference. This calculation makes the parameter learning feasible. The neural network can calculate the total error for distance from point to patterns. The parameter learning rule is derived by gradient descent method to minimize the total error. Experimental results show that line and hyperbola can be detected in both simulated and real seismic data. The network can get a fast convergence. The detection results can improve the seismic interpretation.
URI: http://hdl.handle.net/11536/12896
ISBN: 3-540-46481-6
ISSN: 0302-9743
期刊: NEURAL INFORMATION PROCESSING, PT 2, PROCEEDINGS
Volume: 4233
Issue: 
起始頁: 60
結束頁: 69
Appears in Collections:Conferences Paper