Seismic Time-Frequency Analysis via STFT-Based Concentration of Frequency and Time. - Naihao Liu; Jinghuai Gao; Xiudi Jiang; Zhuosheng Zhang 002; Qian Wang 005 (IEEE Geosci. Remote. Sens. Lett., 2017)

Time-Frequency Analysis of Seismic Data Using a Three Parameters S Transform. - Naihao Liu; Jinghuai Gao; Bo Zhang 038; Fangyu Li; Qian Wang 005 (IEEE Geosci. Remote. Sens. Lett., 2018)

High-Resolution Seismic Time-Frequency Analysis Using the Synchrosqueezing Generalized S-Transform. - Qian Wang 005; Jinghuai Gao; Naihao Liu; Xiudi Jiang (IEEE Geosci. Remote. Sens. Lett., 2018)

Multitrace Semiblind Nonstationary Deconvolution. - Hongling Chen; Jinghuai Gao; Naihao Liu; Yang Yang 069 (IEEE Geosci. Remote. Sens. Lett., 2019)

The Improved Empirical Wavelet Transform and Applications to Seismic Reflection Data. - Naihao Liu; Zhen Li 016; Fengyuan Sun; Qian Wang 005; Jinghuai Gao (IEEE Geosci. Remote. Sens. Lett., 2019)

A Coherence Algorithm for 3-D Seismic Data Analysis Based on the Mutual Information. - Liuyang Yang; Jinghuai Gao; Naihao Liu; Tao Yang; Xiudi Jiang (IEEE Geosci. Remote. Sens. Lett., 2019)

Self-Adaptive Generalized S-Transform and Its Application in Seismic Time-Frequency Analysis. - Naihao Liu; Jinghuai Gao; Bo Zhang 038; Qian Wang 005; Xiudi Jiang (IEEE Trans. Geosci. Remote. Sens., 2019)

Semi-Supervised Deep Learning Seismic Impedance Inversion Using Generative Adversarial Networks. - Delin Meng; Bangyu Wu; Naihao Liu; Wenchao Chen (IGARSS, 2020)

Frequency-chirprate reassignment. - Xiangxiang Zhu; Haizhao Yang; Zhuosheng Zhang 002; Jinghuai Gao; Naihao Liu (Digit. Signal Process., 2020)

Separation of Blended Seismic Data Using the Synchrosqueezed Curvelet Transform. - Zhi Hu; Jinghuai Gao; Naihao Liu (IEEE Geosci. Remote. Sens. Lett., 2020)

Seismic Reservoir Delineation via Hankel Transform Based Enhanced Empirical Wavelet Transform. - Hui Li 053; Jing Lin; Naihao Liu; Fangyu Li; Jinghuai Gao (IEEE Geosci. Remote. Sens. Lett., 2020)

Seismic Time-Frequency Analysis via Adaptive Mode Separation-Based Wavelet Transform. - Fangyu Li; Bangyu Wu; Naihao Liu; Ying Hu 002; Hao Wu 047 (IEEE Geosci. Remote. Sens. Lett., 2020)

Correction to "Seismic Time-Frequency Analysis via Adaptive Mode Separation-Based Wavelet Transform". - Fangyu Li; Bangyu Wu; Naihao Liu; Ying Hu 002; Hao Wu 047 (IEEE Geosci. Remote. Sens. Lett., 2020)

Correction to "The Improved Empirical Wavelet Transform and Applications to Seismic Reflection Data". - Naihao Liu; Zhen Li 016; Fengyuan Sun; Qian Wang 005; Jinghuai Gao (IEEE Geosci. Remote. Sens. Lett., 2020)

Second-Order Synchrosqueezing Wave Packet Transform and Its Application for Characterizing Seismic Geological Structures. - Qian Wang 005; Jinghuai Gao; Naihao Liu (IEEE Geosci. Remote. Sens. Lett., 2020)

Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning. - Bangyu Wu; Delin Meng; Lingling Wang; Naihao Liu; Ying Wang 048 (IEEE Geosci. Remote. Sens. Lett., 2020)

Seismic Traffic Noise Attenuation Using $l_{p}$ -Norm Robust PCA. - Bangyu Wu; Jiaxu Yu; Haoran Ren; Yihuai Lou; Naihao Liu (IEEE Geosci. Remote. Sens. Lett., 2020)

Synchroextracting transform: The theory analysis and comparisons with the synchrosqueezing transform. - Zhen Li 016; Jinghuai Gao; Hui Li 053; Zhuosheng Zhang 002; Naihao Liu; Xiangxiang Zhu (Signal Process., 2020)

Time-Synchroextracting General Chirplet Transform for Seismic Time-Frequency Analysis. - Zhen Li 016; Jinghuai Gao; Zhiguo Wang 002; Naihao Liu; Yang Yang 069 (IEEE Trans. Geosci. Remote. Sens., 2020)

Automatic Lithology Identification by Applying LSTM to Logging Data: A Case Study in X Tight Rock Reservoirs. - Jing Lin; Hui Li 053; Naihao Liu; Jinghuai Gao; Zhen Li 016 (IEEE Geosci. Remote. Sens. Lett., 2021)

Construction of Optimal Basic Wavelet via AIDNN and Its Application in Seismic Data Analysis. - Yajun Tian; Jinghuai Gao; Naihao Liu; Daoyu Chen (IEEE Geosci. Remote. Sens. Lett., 2021)

Landslide Susceptibility Modeling Using Bagging-Based Positive-Unlabeled Learning. - Bangyu Wu; Weirong Qiu; Junxiong Jia; Naihao Liu (IEEE Geosci. Remote. Sens. Lett., 2021)

Large-Dimensional Seismic Inversion Using Global Optimization With Autoencoder-Based Model Dimensionality Reduction. - Zhaoqi Gao; Chuang Li 003; Naihao Liu; Zhibin Pan; Jinghuai Gao; Zongben Xu (IEEE Trans. Geosci. Remote. Sens., 2021)

Structure-Oriented DTGV Regularization for Random Noise Attenuation in Seismic Data. - Dehua Wang; Jinghuai Gao; Naihao Liu; Xiudi Jiang (IEEE Trans. Geosci. Remote. Sens., 2021)

Multi-Synchrosqueezing Wavelet Transform for Time-Frequency Localization of Reservoir Characterization in Seismic Data. - Zhen Li 016; Fengyuan Sun; Jinghuai Gao; Naihao Liu; Zhiguo Wang 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

Denoising Seismic Signal via Resampling Local Applicability Functions. - Fangyu Li; Fengyuan Sun; Naihao Liu; Rui Xie 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

Microseismic First-Arrival Picking Using Fine-Tuning Feature Pyramid Networks. - Naihao Liu; Jiamin Chen; Hao Wu 047; Fangyu Li; Jinghuai Gao (IEEE Geosci. Remote. Sens. Lett., 2022)

Multifrequency Analysis via LTSA and Its Application on Carbonate Reservoir Delineation. - Rongchang Liu; Rui Guo; Naihao Liu; Guangya Zhu; Xingfang Liu; Chaozhong Ning; Ganlin Hua (IEEE Geosci. Remote. Sens. Lett., 2022)

Seismic Local Instantaneous Frequency Extraction for Describing Superposed Sands. - Naihao Liu; Teng Huang; Jinghuai Gao; Xiudi Jiang; Fangyu Li (IEEE Geosci. Remote. Sens. Lett., 2022)

Seismic Attenuation Estimation Using an Enhanced Log Spectral Ratio Method. - Naihao Liu; Shengtao Wei; Yang Yang 069; Shengjun Li; Fengyuan Sun; Jinghuai Gao (IEEE Geosci. Remote. Sens. Lett., 2022)

Multiscale Coherence Attribute and Its Application on Seismic Discontinuity Description. - Yihuai Lou; Haoran Zhang; Naihao Liu; Rongchang Liu; Fengyuan Sun (IEEE Geosci. Remote. Sens. Lett., 2022)

Deep Learning Prior Model for Unsupervised Seismic Data Random Noise Attenuation. - Chenyu Qiu; Bangyu Wu; Naihao Liu; Xu Zhu 006; Haoran Ren (IEEE Geosci. Remote. Sens. Lett., 2022)

An Improved TV-Type Variational Regularization Method for Seismic Impedance Inversion. - Dehua Wang; Jinghuai Gao; Fengyuan Sun; Naihao Liu; Lili Zhang (IEEE Geosci. Remote. Sens. Lett., 2022)

Distilling Knowledge From an Ensemble of Convolutional Neural Networks for Seismic Fault Detection. - Zirui Wang; Bo Li; Naihao Liu; Bangyu Wu; Xu Zhu 006 (IEEE Geosci. Remote. Sens. Lett., 2022)

Data-Driven Time-Frequency Method and Its Application in Detection of Free Gas Beneath a Gas Hydrate Deposit. - Yang Yang 069; Jinghuai Gao; Zhiguo Wang 002; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2022)

Automatic Fault Delineation in 3-D Seismic Images With Deep Learning: Data Augmentation or Ensemble Learning? - Shizhen Li; Naihao Liu; Fangyu Li; Jinghuai Gao; Jicai Ding (IEEE Trans. Geosci. Remote. Sens., 2022)

Elastic Properties Estimation From Prestack Seismic Data Using GGCNNs and Application on Tight Sandstone Reservoir Characterization. - Hui Li 053; Jing Lin; Baohai Wu; Jinghuai Gao; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2022)

CNN-Based Network Application for Petrophysical Parameter Inversion: Sensitivity Analysis of Input-Output Parameters and Network Architecture. - Hui Li 053; Bo Qiu; Yonghao Zhang; Baohai Wu; Yang Wang; Naihao Liu; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2022)

Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs. - Naihao Liu; Teng Huang; Jinghuai Gao; Zongben Xu; Daxing Wang; Fangyu Li (IEEE Trans. Geosci. Remote. Sens., 2022)

Ground-Roll Separation and Attenuation Using Curvelet-Based Multichannel Variational Mode Decomposition. - Naihao Liu; Fangyu Li; Dehua Wang; Jinghuai Gao; Zongben Xu (IEEE Trans. Geosci. Remote. Sens., 2022)

Similarity-Informed Self-Learning and Its Application on Seismic Image Denoising. - Naihao Liu; Jiale Wang; Jinghuai Gao; Shaojie Chang; Yihuai Lou (IEEE Trans. Geosci. Remote. Sens., 2022)

NS2NS: Self-Learning for Seismic Image Denoising. - Naihao Liu; Jiale Wang; Jinghuai Gao; Kai Yu; Yihuai Lou; Yitao Pu; Shaojie Chang (IEEE Trans. Geosci. Remote. Sens., 2022)

Seismic Attenuation Estimation via Unscaled Time-Frequency Representation and Divergence. - Naihao Liu; Shengtao Wei; Rongchang Liu; Yang Yang 069; Nan Zhang; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2022)

Seismic Data Reconstruction via Wavelet-Based Residual Deep Learning. - Naihao Liu; Lukun Wu; Jiale Wang; Hao Wu 047; Jinghuai Gao; Dehua Wang (IEEE Trans. Geosci. Remote. Sens., 2022)

Seismic Sparse Time-Frequency Network With Transfer Learning. - Naihao Liu; Yuxin Zhang; Youbo Lei; Yang Yang 069; Zhiguo Wang 002; Jinghuai Gao; Xiudi Jiang (IEEE Trans. Geosci. Remote. Sens., 2022)

Seismic Volumetric Dip Estimation via Multichannel Deep Learning Model. - Yihuai Lou; Shizhen Li; Shengjun Li; Naihao Liu; Bo Zhang 038 (IEEE Trans. Geosci. Remote. Sens., 2022)

SparseTFNet: A Physically Informed Autoencoder for Sparse Time-Frequency Analysis of Seismic Data. - Yang Yang 069; Youbo Lei; Naihao Liu; Zhiguo Wang 002; Jinghuai Gao; Jicai Ding (IEEE Trans. Geosci. Remote. Sens., 2022)

Q Estimation via the Discriminant Method Based on Error Modeling. - Mingke Zhang; Jinghuai Gao; Zhiguo Wang 002; Yang Yang 069; Naihao Liu; Qiansheng Wei (IEEE Trans. Geosci. Remote. Sens., 2022)

Seismic Random Noise Separation and Attenuation Based on MVMD and MSSA. - Yijie Zhang; Haoran Zhang; Yang Yang 069; Naihao Liu; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2022)

Object Part Parsing with Hierarchical Dual Transformer. - Jiamin Chen; Jianlou Si; Naihao Liu; Yao Wu; Li Niu 002; Chen Qian 006 (ACM Multimedia, 2023)

Fully Connected U-Net and Its Application on Reconstructing Successively Sampled Seismic Data. - Shengjun Li; Jianhu Gao; Jinyong Gui; Lukun Wu; Naihao Liu; Dongyang He; Xin Guo (IEEE Access, 2023)

Sand Bodies Delineation by Fusing Multifrequency Attributes via t-SNE. - Haoran Zhang; Naihao Liu; Zhiguo Wang 002; Yijie Zhang; Jinghuai Gao; Jianhua Wang (IEEE Geosci. Remote. Sens. Lett., 2023)

WVDNet: Time-Frequency Analysis via Semi-Supervised Learning. - Naihao Liu; Jingyu Wang; Yang Yang 069; Zhen Li 016; Jinghuai Gao (IEEE Signal Process. Lett., 2023)

Sparse Time-Frequency Analysis of Seismic Data: Sparse Representation to Unrolled Optimization. - Naihao Liu; Youbo Lei; Rongchang Liu; Yang Yang 069; Tao Wei; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2023)

ASHFormer: Axial and Sliding Window-Based Attention With High-Resolution Transformer for Automatic Stratigraphic Correlation. - Naihao Liu; Zhuo Li; Rongchang Liu; Haidong Zhang; Jinghuai Gao; Tao Wei; Jianlou Si; Hao Wu 047 (IEEE Trans. Geosci. Remote. Sens., 2023)

Random Noise Attenuation of Seismic Data via Self-Supervised Bayesian Deep Learning. - Zengqiang Qiao; Dehua Wang; Lili Zhang; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Total Variation Regularized Self-Supervised Bayesian Deep Learning for Seismic Random Noise Attenuation. - Dehua Wang; Zengqiang Qiao; Lili Zhang; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Seismic Facies Segmentation via a Segformer-Based Specific Encoder-Decoder-Hypercolumns Scheme. - Zhiguo Wang 002; Qiannan Wang; Yang Yang 069; Naihao Liu; Yumin Chen; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2023)

Enhancing Seismic Resolution via Hyperbolic Spaces S Transform. - Mingke Zhang; Jinghuai Gao; Zhiguo Wang 002; Yang Yang 069; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2023)

Shot Segmentation Based on Von Neumann Entropy for Key Frame Extraction. - Xueqing Zhang; Di Fu; Naihao Liu (CoRR, 2024)

Seismic Facies Classification Using Label-Integrated and VMD-Augmented Transformer. - Jinlong Huo; Naihao Liu; Zhaohui Xu; Xinguang Wang; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Seismic Attributes Aided Horizon Interpretation Using an Ensemble Dense Inception Transformer Network. - Naihao Liu; Jinlong Huo; Zhuo Li; Hao Wu 047; Yihuai Lou; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Polarity-Constrained Dual-Cycle Generative Adversarial Networks for Irregularly Sampled Seismic Data Reconstruction. - Naihao Liu; Kang Liu; Lukun Wu; Hao Wu 047; Yijie Zhang; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

PD-VBS: Real Seismic Image Denoising With Pixel-Shuffle Down-Sampling and Visible Blind-Spots. - Naihao Liu; Zhuo Wang; Jiale Wang; Dehua Wang; Yihuai Lou; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Cycle-Consistent Generalized S-Transform Network for Seismic Time-Frequency Analysis. - Naihao Liu; Xueqing Zhang; Yang Yang 069; Youbo Lei; Rongchang Liu; Tao Wei; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Automatic Seismic Fault Interpretation With the Aid of Data-, Physics-, and Math-Assisted Synthetic Data Generation. - Yihuai Lou; Yusheng Wang 004; Yunmin Chen; Naihao Liu; Daosheng Ling (IEEE Trans. Geosci. Remote. Sens., 2024)

Seismic Unconformity Estimation via ECA-UNet++ With Physical Knowledge Constrained Synthetic Data. - Yihuai Lou; Xinke Zhang; Naihao Liu; Yanbo Chen; Jianjing Zheng (IEEE Trans. Geosci. Remote. Sens., 2024)

Physically Driven Self-Supervised Learning and its Applications in Geophysical Inversion. - Yang Yang 069; Zhuo Wang; Naihao Liu; Jingyu Wang; Shanmin Pang; Rongchang Liu; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

The Kernel-Based Regression for Seismic Attenuation Estimation on Wasserstein Space. - Mingke Zhang; Jinghuai Gao; Zhiguo Wang 002; Yang Yang 069; Naihao Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Adaptive Multifrequency Attribute Analysis and Its Application on Reservoir Characterization. - Zezhou Zhang; Naihao Liu; Rongchang Liu; Man Lu; Tao Wei; Jinghuai Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

3-D UXSE-Net for Seismic Channel Detection Based on Satellite Image Enhanced Synthetic Datasets. - Xinke Zhang; Yihuai Lou; Naihao Liu; Daosheng Ling; Yunmin Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Seismic Reflector Dip Integrated Spatial-Spectral UFormer for Fault Detection. - Yihuai Lou; Yusheng Wang 004; Xinke Zhang; Naihao Liu; Daosheng Ling; Yunmin Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Unconformity-Enhanced Hierarchical Context Fusion Network for Seismic Facies Classification. - Yihuai Lou; Xinke Zhang; Yusheng Wang 004; Naihao Liu; Weilong Ren 001; Yunmin Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Stratigraphic Sequence Correlation of Well Logs Using KANFormer Enhanced With OMP-Based Data Augmentation. - Hao Zhang; Naihao Liu; Hao Wu 047; Jinlong Huo (IEEE Trans. Geosci. Remote. Sens., 2025)