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ORCIDDehui Zhu
Person information
- affiliation: National University of Defense Technology, College of Electrical Science and Technology, National Key Laboratory of Automatic Target Recognition, Changsha, China
- affiliation (PhD 2023): Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan, China
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2020 – today
- 2025
[j16]Zhili Zhang
, Xiangyun Hu, Bingnan Yang, Kai Deng, Mi Zhang, Dehui Zhu:
Enhanced semantic-positional feature fusion network via diverse pre-trained encoders for remote sensing image water-body segmentation. Geo spatial Inf. Sci. 28(4): 1615-1637 (2025)- [j15]Chenxing Li, Dehui Zhu, Chen Wu:
Spatial-Spectral Graph Convolutional Network for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j14]Changyuan You, Nan Wang, Dehui Zhu, Rong Liu, Wei Li:
High-Resolution Remote Sensing Change Detection With Edge-Guided Feature Enhancement. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j13]Jiahao Qi, Xingyue Liu, Chen Chen, Dehui Zhu, Kangcheng Bin, Ping Zhong:
Physics-Informed Curriculum Learning Framework for Hyperspectral Underwater Target Characterization. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [c3]Jiahao Qi, Xingyue Liu, Chen Chen, Dehui Zhu, Kangcheng Bin, Ping Zhong:
Dive into Aerial Remote Sensing Underwater Depth Estimation with Hyperspectral Imagery. AAAI 2025: 6541-6549 - [i1]Jiahao Qi, Chuanhong Zhou, Xingyue Liu, Chen Chen, Dehui Zhu, Kangcheng Bin, Ping Zhong:
Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset. CoRR abs/2502.14495 (2025) - 2024
- [j12]Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang:
Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks 178: 106416 (2024) - [j11]Chenxing Li, Dehui Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j10]Jiaxuan Liu, Jiahao Qi, Dehui Zhu, Hao Wen, Hejun Jiang, Ping Zhong:
Detecting Nearshore Underwater Targets With Hyperspectral Nonlinear Unmixing Autoencoder. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j9]Rong Liu, Jiake Wu, Dehui Zhu, Bo Du:
Weighted Discriminative Collaborative Competitive Representation With Global Dictionary for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j8]Dehui Zhu, Bo Du, Liangpei Zhang:
Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Trans. Neural Networks Learn. Syst. 35(7): 10134-10144 (2024) - 2023
- [j7]Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang:
Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks 163: 205-218 (2023) - [j6]Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang:
Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. IEEE Trans. Multim. 25: 6538-6550 (2023) - 2022
- [j5]Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang:
Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - 2021
- [j4]Dehui Zhu, Bo Du, Liangpei Zhang:
Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 59(2): 1487-1500 (2021) - [j3]Dehui Zhu, Bo Du, Liangpei Zhang:
Two-Stream Convolutional Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 59(8): 6907-6921 (2021) - [c2]Dehui Zhu, Bo Du, Liangpei Zhang:
How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method. IGARSS 2021: 3193-3196 - [c1]Dehui Zhu, Bo Du, Liangpei Zhang:
EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. IGARSS 2021: 4412-4415
2010 – 2019
- 2019
- [j2]Dehui Zhu, Bo Du, Liangpei Zhang:
Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 16(7): 1100-1104 (2019) - [j1]Dehui Zhu, Bo Du, Liangpei Zhang:
Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1254-1264 (2019)
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