Haoran Ren

Deep Learning Prior Model for Unsupervised Seismic Data Random Noise Attenuation

Chenyu Qiu, Bangyu Wu, Naihao Liu et al. · IEEE Geoscience and Remote Sensing Letters · 2021 · 64 citations

Convolutional Neural Network, Engineering, Machine Learning +18

A Convolutional Autoencoder Method for Simultaneous Seismic Data Reconstruction and Denoising

Jinsheng Jiang, Haoran Ren, Meng Zhang · IEEE Geoscience and Remote Sensing Letters · 2021 · 62 citations

Convolutional Neural Network, Group Convolution, Machine Learning +18

Wave equation least square imaging using the local angular Hessian for amplitude correction

Haoran Ren, Ru‐Shan Wu, Huazhong Wang · Geophysical Prospecting · 2011 · 29 citations

Image Reconstruction, Engineering, Local Angular Hessian +20

Least-squares reverse time migration in frequency domain using the adjoint-state method

Haoran Ren, Huazhong Wang, Sheng‐Chang Chen · Journal of Geophysics and Engineering · 2013 · 25 citations · Full text

New Scheme, Reverse Time Migration, Statistical Signal Processing +11

Acoustic Impedance Inversion from Seismic Imaging Profiles Using Self Attention U-Net

Liurong Tao, Haoran Ren, Zhiwei Gu · Remote Sensing · 2023 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18