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ORCIDJing Yao 0002
姚靖
Person information
- unicode name: 姚靖
- affiliation: Xi'an Jiaotong University, School of Mathematics and Statistics, China
Other persons with the same name
- Jing Yao — disambiguation page
- Jing Yao 0001
![[0000-0002-8677-8248]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-8677-8248")
— University of Glasgow, Urban Big Data Centre, UK
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2020 – today
- 2025
[j37]Chenhong Sui, Ao Wang, Haipeng Wang, Hao Liu, Qingtao Gong, Jing Yao, Danfeng Hong:
ISDAT: An image-semantic dual adversarial training framework for robust image classification. Pattern Recognit. 158: 110968 (2025)- 2024
- [j36]Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot:
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index. Comput. Electron. Agric. 225: 109245 (2024) - [j35]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j34]Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong:
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8851-8862 (2024) - [j33]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j32]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng:
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j31]Chenhong Sui, Guobin Yang, Danfeng Hong, Haipeng Wang, Jing Yao, Peter M. Atkinson, Pedram Ghamisi:
IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [i17]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection. CoRR abs/2402.15335 (2024) - [i16]Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR abs/2404.08489 (2024) - 2023
- [j30]Haotian Zhang, Jing Yao, Li Ni, Lianru Gao, Min Huang:
Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3635-3644 (2023) - [j29]Yang Chen, Wenfei Cao, Meiqiao Bi, Jing Yao, Danfeng Hong:
Multispectral Image Noise Removal With Adaptive Loss and Multiple Image Priors Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5549-5560 (2023) - [j28]Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j27]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j26]Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, Jocelyn Chanussot:
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j25]Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot:
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j24]Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot:
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [i15]Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu:
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. CoRR abs/2309.16499 (2023) - [i14]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [j23]Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep learning in multimodal remote sensing data fusion: A comprehensive review. Int. J. Appl. Earth Obs. Geoinformation 112: 102926 (2022) - [j22]Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot:
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j21]Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong:
Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j20]Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot:
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 968-999 (2022) - [j19]Bing Zhang, Yuanfeng Wu, Boya Zhao, Jocelyn Chanussot, Danfeng Hong, Jing Yao, Lianru Gao:
Progress and Challenges in Intelligent Remote Sensing Satellite Systems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1814-1822 (2022) - [j18]Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot:
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j17]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing: Insights From Attention Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j16]Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j15]Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j14]Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j13]Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6518-6531 (2022) - [j12]Lin Xu, Xiangyong Cao, Jing Yao, Zheng Yan:
Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks. IEEE Trans. Netw. Sci. Eng. 9(1): 161-170 (2022) - [c8]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing via Attention Networks. IGARSS 2022: 1784-1787 - [c7]Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. IGARSS 2022: 4807-4810 - [i13]Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review. CoRR abs/2205.01380 (2022) - [i12]Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR abs/2205.03742 (2022) - [i11]Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review. CoRR abs/2205.06407 (2022) - 2021
- [j11]Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong:
An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(6): 1104-1108 (2021) - [j10]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning. IEEE Trans. Geosci. Remote. Sens. 59(3): 2269-2280 (2021) - [j9]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4340-4354 (2021) - [j8]Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot:
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 59(6): 5103-5113 (2021) - [j7]Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5966-5978 (2021) - [c6]Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction. IGARSS 2021: 282-285 - [c5]Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang:
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification. WHISPERS 2021: 1-5 - [c4]Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Bing Zhang:
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification. WHISPERS 2021: 1-5 - [i10]Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu:
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR abs/2103.01449 (2021) - [i9]Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. CoRR abs/2105.10194 (2021) - [i8]Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model. CoRR abs/2105.10196 (2021) - [i7]Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers. CoRR abs/2107.02988 (2021) - 2020
- [j6]Zhen Ye, Jian Kang, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, Xiaohua Tong:
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation. Sensors 20(15): 4338 (2020) - [j5]Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng:
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning. IEEE Trans. Geosci. Remote. Sens. 58(7): 4604-4616 (2020) - [c3]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. ECCV (29) 2020: 208-224 - [c2]Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu:
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network. IGARSS 2020: 2049-2052 - [c1]Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot:
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data. IGARSS 2020: 2691-2694 - [i6]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. CoRR abs/2007.05230 (2020) - [i5]Danfeng Hong, Jing Yao, Xin Wu, Jocelyn Chanussot, Xiao Xiang Zhu:
Spatial-Spectral Manifold Embedding of Hyperspectral Data. CoRR abs/2007.08767 (2020) - [i4]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning. CoRR abs/2007.14006 (2020) - [i3]Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. CoRR abs/2008.02457 (2020) - [i2]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification. CoRR abs/2008.05457 (2020) - [i1]Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot:
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. CoRR abs/2009.05942 (2020)
2010 – 2019
- 2019
- [j4]Jing Yao, Deyu Meng, Qian Zhao, Wenfei Cao, Zongben Xu:
Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing. IEEE Trans. Image Process. 28(6): 2991-3006 (2019) - 2018
- [j3]Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu:
Robust subspace clustering via penalized mixture of Gaussians. Neurocomputing 278: 4-11 (2018) - [j2]Wenfei Cao, Jing Yao, Jian Sun, Guodong Han:
A tensor-based nonlocal total variation model for multi-channel image recovery. Signal Process. 153: 321-335 (2018) - [j1]Wenfei Cao, Kaidong Wang, Guodong Han, Jing Yao, Andrzej Cichocki:
A Robust PCA Approach With Noise Structure Learning and Spatial-Spectral Low-Rank Modeling for Hyperspectral Image Restoration. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(10): 3863-3879 (2018)
Coauthor Index
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