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| THE ADAPTIVE PRINCIPAL COMPONENTS EXTRACTION ALGORITHM AND ITS APPLICATION |
| LIU Bao-tong, ZHU Guang-ming |
| Department of Geology and Environment Engineering, Xi' an University of Science & Technology, Xi' an 710054, China |
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Abstract This paper presents the Adaptive Principal Components Extraction (APEX) procedure in neural networks. The algorithm is used for the first time in seismic data processing. Noise can be eliminated via the orthogonal decomposition of seismic data followed by eigen extraction. The results of synthetic and real data processing illustrate the effectiveness of this method.
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Received: 02 September 2004
Published: 24 October 2005
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