Tianzhu Liu

54 papers C 8Journal 43Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CroBIM-U: Uncertainty-Driven Referring Remote Sensing Image Segmentation.
CoRR
Yuzhe Sun, Zhe Dong, Haochen Jiang, Tianzhu Liu, Yanfeng Gu
2025 J jnl
A Diffusion-Guided Task Decomposition Framework for SAR-to-Optical Image Translation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dakuan Du, Yanfeng Gu, Tianzhu Liu
2025 J jnl
A Sub-Pixel Coupled Dictionary Learning Method for Large-Scale and High-Spatial-Resolution Satellite Hyperspectral Image Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Zitong Liu, Xianhao Zhang, Yanfeng Gu, Jian Liu
2025 J jnl
An enhanced classification method based on adaptive multi-scale fusion for long-tailed multispectral point clouds.
Sci. China Inf. Sci.
Tianzhu Liu, Bangyan Hu, Yanfeng Gu, Xian Li, Aleksandra Pizurica
2025 J jnl
DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models.
CoRR
Zhe Dong, Yuzhe Sun, Tianzhu Liu, Yanfeng Gu
2025 J jnl
Digital Surface Model-Embedded Intrinsic Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yanyuan Huang, Tianzhu Liu, Yanfeng Gu
2025 J jnl
EarthMapper: Visual Autoregressive Models for Controllable Bidirectional Satellite-Map Translation.
CoRR
Zhe Dong, Yuzhe Sun, Tianzhu Liu, Wangmeng Zuo, Yanfeng Gu
2025 — conf
HA-SAM: Hierarchically Adapting SAM for Nerve Segmentation in Ultrasound Images.
MICCAI (6)
Zihao Peng, Susu Kang, Xuping Huang, Xucheng Xiang, Gengyu He, Tianzhu Liu, Wei Mei, Shan Tan
2025 J jnl
HieraRS: A Hierarchical Segmentation Paradigm for Remote Sensing Enabling Multi-Granularity Interpretation and Cross-Domain Transfer.
CoRR
Tianlong Ai, Tianzhu Liu, Haochen Jiang, Yanfeng Gu
2025 J jnl
MFAF: An EVA02-Based Multi-scale Frequency Attention Fusion Method for Cross-View Geo-Localization.
CoRR
Yitong Liu, Tianzhu Liu, Yanfeng Gu
2025 J jnl
PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration.
CoRR
Zhe Dong, Yuzhe Sun, Haochen Jiang, Tianzhu Liu, Yanfeng Gu
2025 — conf
Progressive Learning for Semi-Supervised Ultrasound Image Segmentation.
BIBM
Genyu He, Xucheng Xiang, Yijin Gong, Tianzhu Liu, Wei Mei, Shan Tan
2025 J jnl
Total Variation Subgradient Guided Image Fusion for Dual-Camera CASSI System.
CoRR
Weiqiang Zhao, Tianzhu Liu, Yuzhe Gui, Yanfeng Gu
2024 J jnl
A Multi-Hyperspectral Image Collaborative Mapping Model Based on Adaptive Learning for Fine Classification.
Remote. Sens.
Xiangrong Zhang, Zitong Liu, Xianhao Zhang, Tianzhu Liu
2024 C conf
A Multimodal Hyperspectral Unmixing Method Under Spectral Variability.
IGARSS
Yanyuan Huang, Yanfeng Gu, Tianzhu Liu
2024 J jnl
A Multimodal Unified Representation Learning Framework With Masked Image Modeling for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Dakuan Du, Tianzhu Liu, Yanfeng Gu
2024 J jnl
An Enhanced Classification Method Based on Adaptive Multi-Scale Fusion for Long-tailed Multispectral Point Clouds.
CoRR
Tianzhu Liu, Bangyan Hu, Yanfeng Gu, Xian Li, Aleksandra Pizurica
2024 J jnl
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation.
CoRR
Zhe Dong, Yuzhe Sun, Yanfeng Gu, Tianzhu Liu
2024 J jnl
Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment.
IEEE Trans. Geosci. Remote. Sens.
Bin Guo, Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu
2024 J jnl
Few-Shot Open-Set Collaborative Classification of Multispectral and Hyperspectral Images With Adaptive Joint Similarity Metric.
IEEE Trans. Geosci. Remote. Sens.
Bin Guo, Xiangrong Zhang, Tianzhu Liu, Yanfeng Gu
2024 J jnl
Generative ConvNet Foundation Model With Sparse Modeling and Low-Frequency Reconstruction for Remote Sensing Image Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Zhe Dong, Yanfeng Gu, Tianzhu Liu
2024 C conf
Heterogeneous Open-Set Cross-Domain Manifold Embedding Aligned for HSI-MSI Collaborative Classification.
IGARSS
Bin Guo, Xiangrong Zhang, Tianzhu Liu, Yanfeng Gu
2024 J jnl
Intrinsic Hyperspectral Image Recovery for UAV Strips Stitching.
IEEE Trans. Geosci. Remote. Sens.
Wen Xie, Tianzhu Liu, Yanfeng Gu
2024 J jnl
Multi-sensor multispectral reconstruction framework based on projection and reconstruction.
Sci. China Inf. Sci.
Tianshuai Li, Tianzhu Liu, Xian Li, Yanfeng Gu, Yukun Wang, Yushi Chen
2024 J jnl
Rethinking the Evaluation of Visible and Infrared Image Fusion.
CoRR
Dayan Guan, Yixuan Wu, Tianzhu Liu, Alex C. Kot, Yanfeng Gu
2024 J jnl
Spectral Reconstruction for Paired Images Based on Semi-Supervised Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Tianshuai Li, Tianzhu Liu, Yanfeng Gu, Yushi Chen
2024 J jnl
UPetu: A Unified Parameter-Efficient Fine-Tuning Framework for Remote Sensing Foundation Model.
IEEE Trans. Geosci. Remote. Sens.
Zhe Dong, Yanfeng Gu, Tianzhu Liu
2024 J jnl
Unsupervised Domain Adaptation for Cross-Scene Multispectral Point Cloud Classification.
IEEE Trans. Geosci. Remote. Sens.
Qingwang Wang, Mingye Wang, Jiangbo Huang, Tianzhu Liu, Tao Shen, Yanfeng Gu
2023 J jnl
An LP-based characterization of solvable QAP instances with chess-board and graded structures.
J. Comb. Optim.
Lucas A. Waddell, Jerry L. Phillips, Tianzhu Liu, Swarup Dhar
2023 J jnl
Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Zhe Dong, Guoming Gao, Tianzhu Liu, Yanfeng Gu, Xiangrong Zhang
2023 J jnl
Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Wen Xie, Yanfeng Gu, Tianzhu Liu
2023 J jnl
Intrinsic Decomposition Embedded Spectral Unmixing for Satellite Hyperspectral Images With Endmembers From UAV Platform.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Yanyuan Huang, Tianzhu Liu
2023 — conf
Multispectral Point Cloud Classification Network Based on Multilateral Attention.
WHISPERS
Bangyan Hu, Xian Li, Tianzhu Liu
2023 J jnl
Shadow-Less Intrinsic Hyperspectral Point Cloud Generation From HSIs and LiDAR.
IEEE Trans. Geosci. Remote. Sens.
Wen Xie, Xudong Jin, Yanfeng Gu, Tianzhu Liu
2023 J jnl
Spatial and Semantic Consistency Contrastive Learning for Self-Supervised Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhe Dong, Tianzhu Liu, Yanfeng Gu
2023 J jnl
Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network.
IEEE Trans. Geosci. Remote. Sens.
Dakuan Du, Yanfeng Gu, Tianzhu Liu, Xian Li
2023 J jnl
Structure Preserved Discriminative Distribution Adaptation for Multihyperspectral Image Collaborative Classification.
IEEE Trans. Geosci. Remote. Sens.
Bin Guo, Tianzhu Liu, Yanfeng Gu
2022 J jnl
Integrating Coupled Dictionary Learning and Distance Preserved Probability Distribution Adaptation for Multispectral-Hyperspectral Image Collaborative Classification.
IEEE Trans. Geosci. Remote. Sens.
Bin Guo, Tianzhu Liu, Yanfeng Gu
2022 J jnl
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot
2022 J jnl
Spectral Reconstruction Network From Multispectral Images to Hyperspectral Images: A Multitemporal Case.
IEEE Trans. Geosci. Remote. Sens.
Tianshuai Li, Tianzhu Liu, Yukun Wang, Xian Li, Yanfeng Gu
2022 J jnl
Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR.
IEEE Trans. Geosci. Remote. Sens.
Xudong Jin, Yanfeng Gu, Tianzhu Liu, Wen Xie
2021 J jnl
Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci.
Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia
2021 C conf
Multitemporal Change Type Identification in Coastal Zone Based on SFANet and LSTM.
IGARSS
Tianzhu Liu, Min Yang, Meiling Zhang
2019 J jnl
Intrinsic Image Recovery From Remote Sensing Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Jin, Yanfeng Gu, Tianzhu Liu
2019 J jnl
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Jun Li
2019 J jnl
Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu
2019 C conf
Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification.
IGARSS
Tianzhu Liu, Yanfeng Gu
2018 C conf
Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution.
IGARSS
Tianzhu Liu, Yanfeng Gu
2017 C conf
Multi-temporal images classification with evidential fusion of manifold alignment.
IGARSS
Meiling Zhang, Tianzhu Liu, Guoming Gao, Yanfeng Gu
2017 J jnl
Multimorphological Superpixel Model for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura
2016 J jnl
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 C conf
Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference.
IGARSS
Guoming Gao, Tianzhu Liu, Yanfeng Gu
2016 J jnl
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2015 C conf
A novel multiple kernel boosting method for hyperspectral image classification.
IGARSS
Huan Liu, Tianzhu Liu, Yanfeng Gu