Tianzhu Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Spatial Resolution

Hyperspectral Image Classification

Multiple Kernel

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Sci. China Inf. Sci.

J. Comb. Optim.

Publications

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 (2024)
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 (2024)
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) (2024)
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 (2024)
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)
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 (2024)
Wen Xie, Yanfeng Gu, Tianzhu Liu
Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
Bangyan Hu, Xian Li, Tianzhu Liu
Multispectral Point Cloud Classification Network Based on Multilateral Attention. WHISPERS (2023)
Bin Guo, Tianzhu Liu, Yanfeng Gu
Structure Preserved Discriminative Distribution Adaptation for Multihyperspectral Image Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xudong Jin, Yanfeng Gu, Tianzhu Liu, Wen Xie
Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2022)
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 (2022)
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 (2022)
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)
Tianzhu Liu, Min Yang, Meiling Zhang
Multitemporal Change Type Identification in Coastal Zone Based on SFANet and LSTM. IGARSS (2021)
Tianzhu Liu, Yanfeng Gu
Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification. IGARSS (2019)
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) (2019)
Xudong Jin, Yanfeng Gu, Tianzhu Liu
Intrinsic Image Recovery From Remote Sensing Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (1) (2019)
Yanfeng Gu, Tianzhu Liu, Jun Li
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Tianzhu Liu, Yanfeng Gu
Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution. IGARSS (2018)
Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura
Multimorphological Superpixel Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Meiling Zhang, Tianzhu Liu, Guoming Gao, Yanfeng Gu
Multi-temporal images classification with evidential fusion of manifold alignment. IGARSS (2017)
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) (2016)
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) (2016)
Guoming Gao, Tianzhu Liu, Yanfeng Gu
Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference. IGARSS (2016)
Huan Liu, Tianzhu Liu, Yanfeng Gu
A novel multiple kernel boosting method for hyperspectral image classification. IGARSS (2015)