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ORCIDTianzhu Liu
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- affiliation: Harbin Institute of Technology, China
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2020 – today
- 2024
[j27]Tianshuai Li, Tianzhu Liu, Xian Li
, Yanfeng Gu, Yukun Wang, Yushi Chen:
Multi-sensor multispectral reconstruction framework based on projection and reconstruction. Sci. China Inf. Sci. 67(3) (2024)- [j26]Xiangrong Zhang, Zitong Liu, Xianhao Zhang, Tianzhu Liu:
A Multi-Hyperspectral Image Collaborative Mapping Model Based on Adaptive Learning for Fine Classification. Remote. Sens. 16(8): 1384 (2024) - [j25]Zhe Dong, Yanfeng Gu, Tianzhu Liu:
Generative ConvNet Foundation Model With Sparse Modeling and Low-Frequency Reconstruction for Remote Sensing Image Interpretation. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j24]Zhe Dong, Yanfeng Gu, Tianzhu Liu:
UPetu: A Unified Parameter-Efficient Fine-Tuning Framework for Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j23]Bin Guo, Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu:
Few-Shot Multispectral-Hyperspectral Image Collaborative Classification With Feature Distribution Enhancement and Subdomain Alignment. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j22]Tianshuai Li, Tianzhu Liu, Yanfeng Gu, Yushi Chen:
Spectral Reconstruction for Paired Images Based on Semi-Supervised Deep Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j21]Qingwang Wang, Mingye Wang, Jiangbo Huang, Tianzhu Liu, Tao Shen, Yanfeng Gu:
Unsupervised Domain Adaptation for Cross-Scene Multispectral Point Cloud Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j20]Wen Xie, Tianzhu Liu, Yanfeng Gu:
Intrinsic Hyperspectral Image Recovery for UAV Strips Stitching. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [c9]Yanyuan Huang, Yanfeng Gu, Tianzhu Liu:
A Multimodal Hyperspectral Unmixing Method Under Spectral Variability. IGARSS 2024: 9666-9670 - [c8]Bin Guo, Xiangrong Zhang, Tianzhu Liu, Yanfeng Gu:
Heterogeneous Open-Set Cross-Domain Manifold Embedding Aligned for HSI-MSI Collaborative Classification. IGARSS 2024: 10113-10116 - 2023
- [j19]Lucas A. Waddell, Jerry L. Phillips, Tianzhu Liu, Swarup Dhar:
An LP-based characterization of solvable QAP instances with chess-board and graded structures. J. Comb. Optim. 45(5): 114 (2023) - [j18]Zhe Dong, Guoming Gao, Tianzhu Liu, Yanfeng Gu, Xiangrong Zhang:
Distilling Segmenters From CNNs and Transformers for Remote Sensing Images' Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j17]Zhe Dong, Tianzhu Liu, Yanfeng Gu:
Spatial and Semantic Consistency Contrastive Learning for Self-Supervised Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j16]Dakuan Du, Yanfeng Gu, Tianzhu Liu, Xian Li:
Spectral Reconstruction From Satellite Multispectral Imagery Using Convolution and Transformer Joint Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j15]Yanfeng Gu, Yanyuan Huang, Tianzhu Liu:
Intrinsic Decomposition Embedded Spectral Unmixing for Satellite Hyperspectral Images With Endmembers From UAV Platform. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j14]Bin Guo, Tianzhu Liu, Yanfeng Gu:
Structure Preserved Discriminative Distribution Adaptation for Multihyperspectral Image Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j13]Wen Xie, Yanfeng Gu, Tianzhu Liu:
Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j12]Wen Xie, Xudong Jin, Yanfeng Gu, Tianzhu Liu:
Shadow-Less Intrinsic Hyperspectral Point Cloud Generation From HSIs and LiDAR. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [c7]Bangyan Hu, Xian Li, Tianzhu Liu:
Multispectral Point Cloud Classification Network Based on Multilateral Attention. WHISPERS 2023: 1-5 - 2022
- [j11]Bin Guo, Tianzhu Liu, Yanfeng Gu:
Integrating Coupled Dictionary Learning and Distance Preserved Probability Distribution Adaptation for Multispectral-Hyperspectral Image Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j10]Xudong Jin, Yanfeng Gu, Tianzhu Liu, Wen Xie:
Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j9]Tianshuai Li, Tianzhu Liu, Yukun Wang, Xian Li, Yanfeng Gu:
Spectral Reconstruction Network From Multispectral Images to Hyperspectral Images: A Multitemporal Case. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j8]Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot:
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - 2021
- [j7]Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia:
Multimodal hyperspectral remote sensing: an overview and perspective. Sci. China Inf. Sci. 64(2) (2021) - [c6]Tianzhu Liu, Min Yang, Meiling Zhang:
Multitemporal Change Type Identification in Coastal Zone Based on SFANet and LSTM. IGARSS 2021: 6163-6166
2010 – 2019
- 2019
- [j6]Xudong Jin, Yanfeng Gu, Tianzhu Liu:
Intrinsic Image Recovery From Remote Sensing Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(1): 224-238 (2019) - [j5]Yanfeng Gu, Tianzhu Liu, Jun Li:
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(7): 4705-4719 (2019) - [j4]Tianzhu Liu, Xiangrong Zhang, Yanfeng Gu:
Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning. IEEE Trans. Geosci. Remote. Sens. 57(12): 9688-9701 (2019) - [c5]Tianzhu Liu, Yanfeng Gu:
Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification. IGARSS 2019: 10111-10114 - 2018
- [c4]Tianzhu Liu, Yanfeng Gu:
Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution. IGARSS 2018: 3983-3986 - 2017
- [j3]Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura:
Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 6950-6963 (2017) - [c3]Meiling Zhang, Tianzhu Liu, Guoming Gao, Yanfeng Gu:
Multi-temporal images classification with evidential fusion of manifold alignment. IGARSS 2017: 819-822 - 2016
- [j2]Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(6): 3235-3247 (2016) - [j1]Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot:
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(12): 7351-7365 (2016) - [c2]Guoming Gao, Tianzhu Liu, Yanfeng Gu:
Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference. IGARSS 2016: 2336-2339 - 2015
- [c1]Huan Liu, Tianzhu Liu, Yanfeng Gu:
A novel multiple kernel boosting method for hyperspectral image classification. IGARSS 2015: 1714-1716
Coauthor Index
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