Jing Yao

73 papers A* 2C 5Journal 62Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Fusion-Based Two-Flow Spectral-Spatial Transformer Network for SAR-Based Optical Cloud Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Minghua Wang, Jing Yao, Bing Zhang, Jun Zhou
2026 J jnl
Dual-Interaction Spatiotemporal Fusion Network for Agricultural Remote Sensing Imagery.
IEEE J. Sel. Top. Signal Process.
Minghua Wang, Bo Shang, Jing Yao, Rongqiang Zhao, Xin Zhao
2025 A* conf
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation.
CVPR
Datao Tang, Xiangyong Cao, Xuan Wu, Jialin Li, Jing Yao, Xueru Bai, Dongsheng Jiang, Yin Li, Deyu Meng
2025 J jnl
CangLing-KnowFlow: A Unified Knowledge-and-Flow-fused Agent for Comprehensive Remote Sensing Applications.
CoRR
Zhengchao Chen, Haoran Wang, Jing Yao, Pedram Ghamisi, Jun Zhou, Peter M. Atkinson, Bing Zhang
2025 J jnl
ISDAT: An image-semantic dual adversarial training framework for robust image classification.
Pattern Recognit.
Chenhong Sui, Ao Wang, Haipeng Wang, Hao Liu, Qingtao Gong, Jing Yao, Danfeng Hong
2025 J jnl
Mask Approximation Net: A Novel Diffusion Model Approach for Remote Sensing Change Captioning.
IEEE Trans. Geosci. Remote. Sens.
Dongwei Sun, Jing Yao, Wu Xue, Changsheng Zhou, Pedram Ghamisi, Xiangyong Cao
2025 J jnl
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP.
CoRR
Li Pang, Jing Yao, Kaiyu Li, Xiangyong Cao
2025 J jnl
SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model.
CoRR
Kaiyu Li, Zepeng Xin, Li Pang, Chao Pang, Yupeng Deng, Jing Yao, Guisong Xia, Deyu Meng, Zhi Wang, Xiangyong Cao
2025 A* conf
Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method.
CVPR
Pan Yin, Kaiyu Li, Xiangyong Cao, Jing Yao, Lei Liu, Xueru Bai, Feng Zhou, Deyu Meng
2024 J jnl
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation.
CoRR
Datao Tang, Xiangyong Cao, Xuan Wu, Jialin Li, Jing Yao, Xueru Bai, Deyu Meng
2024 J jnl
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.
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. K. Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
2024 — conf
Deformable Kolmogorov-Arnold Networks For Hyperspectral Image Classification.
WHISPERS
Ranko Lau, Jing Yao, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2024 J jnl
IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Chenhong Sui, Guobin Yang, Danfeng Hong, Haipeng Wang, Jing Yao, Peter M. Atkinson, Pedram Ghamisi
2024 J jnl
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng
2024 J jnl
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection.
CoRR
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2024 J jnl
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index.
Comput. Electron. Agric.
Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2024 J jnl
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification.
CoRR
Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2024 J jnl
Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method.
CoRR
Pan Yin, Kaiyu Li, Xiangyong Cao, Jing Yao, Lei Liu, Xueru Bai, Feng Zhou, Deyu Meng
2023 J jnl
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu
2023 J jnl
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2023 J jnl
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2023 J jnl
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2023 J jnl
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal.
IEEE Trans. Geosci. Remote. Sens.
Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, Jocelyn Chanussot
2023 J jnl
Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haotian Zhang, Jing Yao, Li Ni, Lianru Gao, Min Huang
2023 J jnl
Multispectral Image Noise Removal With Adaptive Loss and Multiple Image Priors Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang Chen, Wenfei Cao, Meiqiao Bi, Jing Yao, Danfeng Hong
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
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
2023 J jnl
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot
2022 J jnl
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot
2022 J jnl
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.
CoRR
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2022 J jnl
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review.
CoRR
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.
IEEE Geosci. Remote. Sens. Lett.
Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong
2022 J jnl
Deep learning in multimodal remote sensing data fusion: A comprehensive review.
Int. J. Appl. Earth Obs. Geoinformation
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst.
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2022 J jnl
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot
2022 C conf
Multimodal Hyperspectral Unmixing via Attention Networks.
IGARSS
Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Multimodal Hyperspectral Unmixing: Insights From Attention Networks.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot
2022 C conf
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.
IGARSS
Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot
2022 J jnl
Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks.
IEEE Trans. Netw. Sci. Eng.
Lin Xu, Xiangyong Cao, Jing Yao, Zheng Yan
2022 J jnl
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett.
Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Progress and Challenges in Intelligent Remote Sensing Satellite Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Zhang, Yuanfeng Wu, Boya Zhao, Jocelyn Chanussot, Danfeng Hong, Jing Yao, Lianru Gao
2022 J jnl
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 J jnl
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.
CoRR
Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2021 — conf
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.
WHISPERS
Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang
2021 J jnl
An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong
2021 J jnl
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2021 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2021 J jnl
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR
Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu
2021 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2021 C conf
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.
IGARSS
Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2021 J jnl
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot
2021 J jnl
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.
CoRR
Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu
2021 — conf
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.
WHISPERS
Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Bing Zhang
2021 J jnl
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot
2021 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers.
CoRR
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2020 — conf
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
ECCV (29)
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
CoRR
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2020 J jnl
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng
2020 C conf
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data.
IGARSS
Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot
2020 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification.
CoRR
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2020 J jnl
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
CoRR
Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot
2020 J jnl
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation.
Sensors
Zhen Ye, Jian Kang, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, Xiaohua Tong
2020 J jnl
Spatial-Spectral Manifold Embedding of Hyperspectral Data.
CoRR
Danfeng Hong, Jing Yao, Xin Wu, Jocelyn Chanussot, Xiao Xiang Zhu
2020 J jnl
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning.
CoRR
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot
2020 C conf
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network.
IGARSS
Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu
2019 J jnl
Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing.
IEEE Trans. Image Process.
Jing Yao, Deyu Meng, Qian Zhao, Wenfei Cao, Zongben Xu
2018 J jnl
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.
Wenfei Cao, Kaidong Wang, Guodong Han, Jing Yao, Andrzej Cichocki
2018 J jnl
A tensor-based nonlocal total variation model for multi-channel image recovery.
Signal Process.
Wenfei Cao, Jing Yao, Jian Sun, Guodong Han
2018 J jnl
Robust subspace clustering via penalized mixture of Gaussians.
Neurocomputing
Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu