Xinming Wu

Best Publications

• FaultSeg3D: Using synthetic data sets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

  Xinming Wu;Luming Liang;Yunzhi Shi;Sergey Fomel

  825
  Citations

• Building realistic structure models to train convolutional neural networks for seismic structural interpretation

  Xinming Wu;Zhicheng Geng;Yunzhi Shi;Nam Pham

  223
  Citations

• SaltSeg: Automatic 3D salt segmentation using a deep convolutional neural network

  Yunzhi Shi;Xinming Wu;Sergey Fomel

  203
  Citations

• Directional structure-tensor-based coherence to detect seismic faults and channels

  Unknown

  194
  Citations

• 3D seismic image processing for faults

  Unknown

  182
  Citations

• Horizon volumes with interpreted constraints

  Unknown

  144
  Citations

• FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

  Xinming Wu;Yunzhi Shi;Sergey Fomel;Luming Liang

  142
  Citations

• Convolutional neural networks for fault interpretation in seismic images

  Xinming Wu;Yunzhi Shi;Sergey Fomel;Luming Liang

  141
  Citations

• Automatic fault interpretation with optimal surface voting

  Xinming Wu;Sergey Fomel

  119
  Citations

• ADDCNN: An Attention-Based Deep Dilated Convolutional Neural Network for Seismic Facies Analysis With Interpretable Spatial–Spectral Maps

  Unknown

  109
  Citations

• Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising

  Unknown

  109
  Citations

• Application of a convolutional neural network in permeability prediction: A case study in the Jacksonburg-Stringtown oil field, West Virginia, USA

  Unknown

  105
  Citations

• Sensing prior constraints in deep neural networks for solving exploration geophysical problems

  Unknown

  105
  Citations

• Deep learning for multidimensional seismic impedance inversion

  Unknown

  94
  Citations

• Least-squares horizons with local slopes and multigrid correlations

  Xinming Wu;Sergey Fomel

  90
  Citations

• Missing well log prediction using convolutional long short-term memory network

  Unknown

  89
  Citations

• Deep learning for relative geologic time and seismic horizons

  Zhicheng Geng;Xinming Wu;Yunzhi Shi;Sergey Fomel

  85
  Citations

• Generating a relative geologic time volume by 3D graph-cut phase unwrapping method with horizon and unconformity constraints

  Unknown

  82
  Citations

• Hankel Low-Rank Approximation for Seismic Noise Attenuation

  Chong Wang;Zhihui Zhu;Hanming Gu;Xinming Wu

  76
  Citations

• Multitask learning for local seismic image processing: fault detection, structure-oriented smoothing with edge-preserving, and seismic normal estimation by using a single convolutional neural network

  Xinming Wu;Luming Liang;Yunzhi Shi;Zhicheng Geng

  73
  Citations