Danfeng Hong

21.2k citations

247 papers · 15.3k indexed · 30 hit papers · h-index 59

Impact in

Media Technology top 0.01%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
Computer Vision and Pattern Recognition top 0.1%
- Advanced Image and Video Retrieval Techniques
- Image and Signal Denoising Methods
- Advanced Neural Network Applications

Papers in

Media Technology 175
- Remote-Sensing Image Classification 155
- Advanced Image Fusion Techniques 85
Computer Vision and Pattern Recognition 116
- Advanced Image and Video Retrieval Techniques 32
- Image and Signal Denoising Methods 30
- Image Retrieval and Classification Techniques 17
- Face and Expression Recognition 16

Co-authors: Jocelyn Chanussot Bing Zhang Jing Yao Lianru Gao Xin Wu Antonio Plaza Naoto Yokoya Xiao Xiang Zhu
Journals: IEEE Transactions on Geoscience and Remote Sensing (71 papers)IEEE Geoscience and Remote Sensing Letters (22 papers)IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (11 papers)ISPRS Journal of Photogrammetry and Remote Sensing (10 papers)Remote Sensing (9 papers)
Partner nations: China France Germany

In The Last Decade

Danfeng Hong

232 papers receiving 15.0k citations

Hit Papers

15 papers align trajectories log scale

Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image 2025 · 16 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2025 IEEE Transactions on Geoscience and Remote Sensing
2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 Information Fusion
2024 Information Fusion
2024 Opin vísindi (Opin vísindi)
2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 Expert Systems with Applications
2023 IEEE Transactions on Geoscience and Remote Sensing
2023 IEEE Transactions on Geoscience and Remote Sensing
2023 IEEE Transactions on Geoscience and Remote Sensing
2023 IEEE Transactions on Geoscience and Remote Sensing
2023 Remote Sensing of Environment
2023 IEEE Transactions on Geoscience and Remote Sensing
2022 ISPRS Journal of Photogrammetry and Remote Sensing
2022 Neurocomputing
2022 IEEE Transactions on Image Processing
2022 International Journal of Applied Earth Observation and Geoinformation
2022 IEEE Transactions on Cybernetics
2022 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022 IEEE Geoscience and Remote Sensing Letters
2021 IEEE Transactions on Geoscience and Remote Sensing
2021 arXiv (Cornell University)
2021 IEEE Transactions on Neural Networks and Learning Systems
2021 ISPRS Journal of Photogrammetry and Remote Sensing
2021 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021 IEEE Geoscience and Remote Sensing Magazine
2020 IEEE Transactions on Geoscience and Remote Sensing
2020 IEEE Transactions on Geoscience and Remote Sensing
2020 IEEE Transactions on Geoscience and Remote Sensing
2020 IEEE Transactions on Geoscience and Remote Sensing

Peers

Countries citing papers authored by Danfeng Hong

Since Specialization

Citations

This map shows the geographic impact of Danfeng Hong's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Danfeng Hong with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Danfeng Hong more than expected).

Fields of papers citing papers by Danfeng Hong

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Danfeng Hong. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Danfeng Hong. The network helps show where Danfeng Hong may publish in the future.

Co-authors

The 25 scholars most cited alongside Danfeng Hong, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Danfeng Hong Line = papers co-authored together Danfeng Hong links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	FlexiMo: A Flexible Remote Sensing Foundation Model IEEE Transactions on Geoscience and Remote Sensing ·Chang-Sik Ko, M Fariselli, Pedram Ghamisi, Danfeng Hong, Jón Atli Benediktsson, Jocelyn Chanussot	2026	0
2	RSProtoSemiSeg: Semi-supervised semantic segmentation of high spatial resolution remote sensing images with probabilistic distribution prototypes ISPRS Journal of Photogrammetry and Remote Sensing ·Caroline Eva Mursito, La Saussaye, Danfeng Hong, Zhongwen Hu, Qingquan Li, Jie Zhang	2025	0
3	Combined gated graph convolution neural networks with multi-modal geospatial data for forest type classification International Journal of Applied Earth Observation and Geoinformation ·C. INSLEY, Toshiaki Owari, Satoshi Tsuyuki, Takuya Hiroshima, Danfeng Hong	2025	0
4	Toward Resolution Mismatching: Modality-Aware Feature-Aligned Network for Pan-Sharpening IEEE Transactions on Pattern Analysis and Machine Intelligence ·Man Zhou, Clément Soret, Danfeng Hong	2025	0
5	A General Cooperative Optimization Driven High-Frequency Enhancement Framework for Multispectral Image Fusion IEEE Transactions on Geoscience and Remote Sensing ·Анна Панова, Ana Letícia de Fiori, J. Górzyński, Xian-zheng XI, Man Zhou, Junling Li, Danfeng Hong	2025	0
6	Adaptive high-quality sampling for winter wheat early mapping: A novel cascade index and machine learning approach SHILAP Revista de lepidopterología ·Cláudio José Alves do Nascimento, Thi-Hoang-Oanh Duong, Jie Deng, Jocelyn Chanussot, Danfeng Hong	2024	2
7	BiDiCOS: Camouflaged object segmentation via bilateral diffusion model Expert Systems with Applications ·Redouane Abouqal, Ricardo Montero Martínez, Yao Ding, Jayanth Kannan, Danfeng Hong, Per Tornvall, สากล ไขประภาย	2024	2
8	ISDAT: An image-semantic dual adversarial training framework for robust image classification Pattern Recognition ·Chenhong Sui, Ao Wang, Rakib H. Rashel, Christina Simoes, Sindre Kvebæk, Jing Yao, Danfeng Hong	2024	0
9	RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index Computers and Electronics in Agriculture ·Jie Deng, Danfeng Hong, Thi-Hoang-Oanh Duong, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot	2024	21
10	Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion IEEE Transactions on Pattern Analysis and Machine Intelligence ·Man Zhou, Naishan Zheng, Clément Soret, Danfeng Hong, Jocelyn Chanussot	2024	7
11	How to Learn More? Exploring Kolmogorov–Arnold Networks for Hyperspectral Image Classification Remote Sensing ·Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi	2024	32
12	Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks Remote Sensing of Environment ·Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu Hit paper breakdown →	2023	375
13	Local aggregation and global attention network for hyperspectral image classification with spectral-induced aligned superpixel segmentation Expert Systems with Applications ·Zhonghao Chen, Guoyong Wu, Hongmin Gao, Yao Ding, Danfeng Hong, Bing Zhang	2023	63
14	Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion IEEE Geoscience and Remote Sensing Letters ·Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong Hit paper breakdown →	2022	142
15	Infrared Small Object Detection Using Deep Interactive U-Net IEEE Geoscience and Remote Sensing Letters ·Xin Wu, Danfeng Hong, Zhanchao Huang, Jocelyn Chanussot	2022	20
16	Vision Transformer With Contrastive Learning for Remote Sensing Image Scene Classification IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Lorenzo Vincenzi, Minghua Wang, Zhi Li, Danfeng Hong	2022	36
17	Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China Remote Sensing ·Xuemei Zhao, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot	2021	7
18	l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing IEEE Transactions on Geoscience and Remote Sensing ·Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong	2021	58
19	Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images IEEE Geoscience and Remote Sensing Letters ·Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong	2021	12
20	Joint and Progressive Subspace Analysis (JPSA) With Spatial–Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction IEEE Transactions on Cybernetics ·Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu	2020	92

About Danfeng Hong

Danfeng Hong is a scholar working on Media Technology, Computer Vision and Pattern Recognition, Atmospheric Science, Computational Mathematics and Environmental Engineering, having authored 247 papers that have together received 15.3k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (155 papers), Advanced Image Fusion Techniques (85 papers), Remote Sensing and Land Use (59 papers), Advanced Image and Video Retrieval Techniques (32 papers), Image and Signal Denoising Methods (30 papers), Remote Sensing in Agriculture (28 papers), Image Retrieval and Classification Techniques (17 papers) and Face and Expression Recognition (16 papers). The work is most often cited by research in Media Technology (10.2k citations), Computer Vision and Pattern Recognition (5.7k citations), Atmospheric Science (4.0k citations), Computational Mathematics (64 citations) and Environmental Engineering (1.0k citations). Danfeng Hong has collaborated with scholars based in China, France and Germany. Frequent co-authors include Jocelyn Chanussot, Bing Zhang, Jing Yao, Lianru Gao, Xin Wu, Antonio Plaza, Naoto Yokoya, Xiao Xiang Zhu, Qian Du and Chenyu Li. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Geoscience and Remote Sensing Letters, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISPRS Journal of Photogrammetry and Remote Sensing and Remote Sensing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact