Seismic Stratum Segmentation Using an Encoder–Decoder Convolutional Neural Network

Detao Wang; Guoxiong Chen

doi:10.1007/s11004-020-09916-8

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Seismic Stratum Segmentation Using an Encoder–Decoder Convolutional Neural Network

Detao Wang Guoxiong Chen

Year: 2021 Journal: Mathematical Geosciences Vol: 53 (6)Pages: 1355-1374 Publisher: Springer Science+Business Media

DOI: 10.1007/s11004-020-09916-8

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Keywords:

Convolutional neural network Segmentation Deep learning Computer science Artificial intelligence Stratum Artificial neural network Pixel Test set Reservoir modeling Machine learning Pattern recognition (psychology) Geology

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Seismic Imaging and Inversion Techniques

Physical Sciences → Earth and Planetary Sciences → Geophysics

Hydraulic Fracturing and Reservoir Analysis

Physical Sciences → Engineering → Mechanical Engineering

Drilling and Well Engineering

Physical Sciences → Engineering → Ocean Engineering

Seismic Stratum Segmentation Using an Encoder–Decoder Convolutional Neural Network

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