output
20172025
most citedAttention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels

49 citations

8 papers

physics.chem-ph2025★ 5 cited

High-Accuracy Physical Property Prediction for Organics via Molecular Representation Learning: Bridging Data to Discovery

Qi Ou, Hongshuai Wang, Minyang Zhuang +4

The ongoing energy crisis has underscored the urgent need for energy-efficient materials with high energy utilization efficiency, prompting a surge in research into organic compoun…

cs.RO2024★ 1 cited

PGD-VIO: An Accurate Plane-Aided Visual-Inertial Odometry with Graph-Based Drift Suppression

Yidi Zhang, Fulin Tang, Zewen Xu +2

Generally, high-level features provide more geometrical information compared to point features, which can be exploited to further constrain motions. Planes are commonplace in man-m…

cs.CV2023★ 27 cited

Unsupervised Seismic Footprint Removal With Physical Prior Augmented Deep Autoencoder

Feng Qian, Yuehua Yue, Yu He +4

Seismic acquisition footprints appear as stably faint and dim structures and emerge fully spatially coherent, causing inevitable damage to useful signals during the suppression pro…

physics.geo-ph2022★ 41 cited

MDA GAN: Adversarial-Learning-based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing

Yimin Dou, Kewen Li, Hongjie Duan +3

The interpolation and reconstruction of missing traces is a crucial step in seismic data processing, moreover it is also a highly ill-posed problem, especially for complex cases su…

cs.CV2021★ 30 cited

MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation

Yimin Dou, Kewen Li, Jianbing Zhu +3

Data-driven fault detection has been regarded as a 3D image segmentation task. The models trained from synthetic data are difficult to generalize in some surveys. Recently, trainin…

cs.CV2021★ 49 cited

Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels

YiMin Dou, Kewen Li, Jianbing Zhu +2

Detection faults in seismic data is a crucial step for seismic structural interpretation, reservoir characterization and well placement. Some recent works regard it as an image seg…

physics.ins-det2018★ 2 cited

Long range fading free phase-sensitive reflectometry based on multi-frequency NLFM pulse

Jingdong Zhang, Hua Zheng, Tao Zhu +5

A long range phase-sensitive optical time domain reflectometer (phi-OTDR) with a multi-frequency non-linear frequency modulation (NLFM) optical pulse is proposed in this Letter. To…

physics.ins-det2017★ 46 cited

Distributed fiber sparse-wideband vibration sensing by sub-Nyquist additive random sampling

Jingdong Zhang, Hua Zheng, Tao Zhu +6

The round trip time of the light pulse limits the maximum detectable vibration frequency response range of phase-sensitive optical time domain reflectometry (ϕ-OTDR). Unlike the un…