Yimin Dou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Segmentation Method

Supervised Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yimin Dou, Kewen Li
3D seismic Fault Detection via Contrastive-Reconstruction Representation Learning. Expert Syst. Appl. 249 (2024)
Yimin Dou, Kewen Li, Wenjun Lv, Timing Li, Yuan Xiao
ContrasInver: Ultra-Sparse Label Semi-Supervised Regression for Multidimensional Seismic Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Rui Yao, Kewen Li, Yimin Dou, Zhifeng Xu, Mei Wang
GNP-WGAN: Generative Nonlocal A Priori Augmented Wasserstein Generative Adversarial Networks for Seismic Data Reconstruction. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yimin Dou, Kewen Li, Hongjie Duan, Timing Li, Lin Dong, Zongchao Huang
MDA GAN: Adversarial-Learning-Based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yimin Dou, Timing Li, Kewen Li, Hongjie Duan, Zhifeng Xu
ContrasInver: Voxel-wise Contrastive Semi-supervised Learning for Seismic Inversion. CoRR (2023)
Zhi-Feng Xu, Kewen Li, Chengjie Ma, Deyong Feng, Yimin Dou, Ruonan Yin
3D Salt-HSM: Salt Segmentation Method Based on Hybrid Semi-Supervised and Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kewen Li, Wenlong Liu, Yimin Dou, Zhi-Feng Xu, Hongjie Duan, Ruilin Jing
CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhifeng Xu, Kewen Li, Yaping Li, Yimin Dou, Lin Dong
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label. Appl. Intell. 53 (23) (2023)
Yimin Dou, Kewen Li, Hongjie Duan, Timing Li, Lin Dong, Zongchao Huang
MDA GAN: Adversarial-Learning-based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing. CoRR (2022)
Yimin Dou, Kewen Li, Jianbing Zhu, Xiao Li, Yingjie Xi
Attention-Based 3-D Seismic Fault Segmentation Training by a Few 2-D Slice Labels. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kewen Li, Wenlong Liu, Yimin Dou, Zhifeng Xu, Hongjie Duan, Ruilin Jing
Contrastive Learning Approach for Semi-Supervised Seismic Facies Identification Using High-Confidence Representations. CoRR (2022)
Yimin Dou, Kewen Li, Jianbing Zhu, Timing Li, Shaoquan Tan, Zongchao Huang
MD Loss: Efficient Training of 3-D Seismic Fault Segmentation Network Under Sparse Labels by Weakening Anomaly Annotation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yimin Dou, Kewen Li, Jianbing Zhu, Xiao Li, Yingjie Xi
Seismic Fault Segmentation via 3D-CNN Training by a Few 2D Slices Labels. CoRR (2021)
Yimin Dou, Kewen Li, Jianbing Zhu, Timing Li, Shaoquan Tan, Zongchao Huang
Efficient Training of 3D Seismic Image Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation. CoRR (2021)
Yimin Dou, Xiangru Yu, Jinping Li
Feature GANs: A Model for Data Enhancement and Sample Balance of Foreign Object Detection in High Voltage Transmission Lines. CAIP (2) (2019)
Jiaying Ren, Yimin Dou, Jinping Li
Fighting Detection Based on Analysis of Individual's Motion Trajectory. ICIG (3) (2019)
Xiangru Yu, Fudong Cai, Yimin Dou, Jinping Li
Camera Abnormal Movement and Foreign Object Invasion Detection Based on Cumulative Edge Distribution Probability Model. SPAC (2018)
Zhenkai Lin, Changfeng Lv, Yimin Dou, Jinping Li
Smoking Behavior Detection Based on Hand Trajectory Tracking and Mouth Saturation Changes. SPAC (2018)