Qian Du

41.3k total citations · 31 hit papers
734 papers, 32.8k citations indexed

About

Qian Du is a scholar working on Media Technology, Atmospheric Science and Computer Vision and Pattern Recognition. According to data from OpenAlex, Qian Du has authored 734 papers receiving a total of 32.8k indexed citations (citations by other indexed papers that have themselves been cited), including 617 papers in Media Technology, 297 papers in Atmospheric Science and 241 papers in Computer Vision and Pattern Recognition. Recurrent topics in Qian Du's work include Remote-Sensing Image Classification (587 papers), Remote Sensing and Land Use (292 papers) and Advanced Image Fusion Techniques (222 papers). Qian Du is often cited by papers focused on Remote-Sensing Image Classification (587 papers), Remote Sensing and Land Use (292 papers) and Advanced Image Fusion Techniques (222 papers). Qian Du collaborates with scholars based in United States, China and Spain. Qian Du's co-authors include Wei Li, Weiwei Sun, Ran Tao, Hongjun Su, Chein‐I Chang, Yunsong Li, Jocelyn Chanussot, Antonio Plaza, Mengmeng Zhang and Bing Zhang and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Remote Sensing of Environment.

In The Last Decade

Qian Du

695 papers receiving 32.1k citations

Hit Papers

Hyperspectral Unmixing Overview: Geometrical... 1999 2026 2008 2017 2012 2020 2004 2016 2014 500 1000 1.5k 2.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
    2012 2.1k citations Antonio Plaza, Qian Du et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing profile →
  2. More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification
    2020 1.1k citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  3. Estimation of Number of Spectrally Distinct Signal Sources in Hyperspectral Imagery
    2004 720 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  4. Hyperspectral Image Classification Using Deep Pixel-Pair Features
    2016 680 citations Wei Li, Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  5. Collaborative Representation for Hyperspectral Anomaly Detection
    2014 589 citations Wei Li, Qian Du IEEE Transactions on Geoscience and Remote Sensing profile →
  6. Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
    2015 585 citations Wei Li, Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  7. Multisource Remote Sensing Data Classification Based on Convolutional Neural Network
    2017 522 citations Wei Li, Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  8. A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification
    1999 503 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  9. Diverse Region-Based CNN for Hyperspectral Image Classification
    2018 489 citations Mengmeng Zhang, Wei Li et al. profile →
  10. Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest
    2014 465 citations Qian Du et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing profile →
  11. An improved box-counting method for image fractal dimension estimation
    2009 409 citations Qian Du et al. profile →
  12. Hyperspectral Band Selection: A Review
    2019 369 citations Weiwei Sun, Qian Du profile →
  13. Unsupervised Spatial–Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification
    2019 264 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  14. Combined sparse and collaborative representation for hyperspectral target detection
    2015 238 citations Wei Li, Qian Du et al. profile →
  15. Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification
    2022 225 citations Wei Li, Mengmeng Zhang et al. IEEE Transactions on Neural Networks and Learning Systems profile →
  16. Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification
    2023 217 citations Qian Du, Antonio Plaza et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  17. Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification
    2021 216 citations Zhaokui Li, Ming Liu et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  18. Hyperspectral Anomaly Detection: A survey
    2021 212 citations Qian Du et al. profile →
  19. Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification
    2023 208 citations Wei Li, Ran Tao et al. profile →
  20. Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey
    2021 206 citations Wei Li, Ran Tao et al. profile →
  21. ABNet: Adaptive Balanced Network for Multiscale Object Detection in Remote Sensing Imagery
    2021 195 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  22. Low-Rank and Sparse Representation for Hyperspectral Image Processing: A review
    2021 192 citations Jiangtao Peng, Weiwei Sun et al. profile →
  23. SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery
    2023 189 citations Jie Lei, Weiying Xie et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  24. Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission
    2022 181 citations Mengmeng Zhang, Wei Li et al. profile →
  25. Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN
    2021 166 citations Mengmeng Zhang, Wei Li et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  26. Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network
    2021 165 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  27. Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery
    2023 123 citations Mengmeng Zhang, Wei Li et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  28. The affordances and contradictions of AI-generated text for writers of english as a second or foreign language
    2023 101 citations Qian Du et al. profile →
  29. Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network
    2023 90 citations Mengmeng Zhang, Xudong Zhao et al. IEEE Transactions on Neural Networks and Learning Systems profile →
  30. Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
    2024 53 citations Qian Du et al. profile →
  31. MSFMamba: Multiscale Feature Fusion State Space Model for Multisource Remote Sensing Image Classification
    2025 19 citations Qian Du et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Qian Du
Comparison fields: 5 of 197
  • Media Technology 25.2k
  • Atmospheric Science 12.7k
  • Computer Vision and Pattern Recognition 10.7k
  • Artificial Intelligence 4.9k
  • Ecology 3.2k
Replace Jocelyn Chanussot with:
Jocelyn Chanussot France
Antonio Plaza Spain
Jón Atli Benediktsson Iceland
Lorenzo Bruzzone Italy
Liangpei Zhang China
Wei Li China
Bo Du China
Jun Li China
Shutao Li China
Xiuping Jia Australia
Jocelyn Chanussot France View profile →
Citations per field, relative to Qian Du
Qian Du · 1×
Citations per year, relative to Qian Du
Qian Du · 1×

Countries citing papers authored by Qian Du

Since Specialization
Citations

This map shows the geographic impact of Qian Du'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 Qian Du with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Qian Du more than expected).

Fields of papers citing papers by Qian Du

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Qian Du. 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 Qian Du. The network helps show where Qian Du may publish in the future.

Co-authorship network of co-authors of Qian Du

This figure shows the co-authorship network connecting the top 25 collaborators of Qian Du. A scholar is included among the top collaborators of Qian Du based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Qian Du. Qian Du is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification
2025 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown), Heng-Chao Li, Jian-Li Wang, Yu‐Bang Zheng, (unknown), Qian Du
0
2
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping
2024 ·IEEE Transactions on Geoscience and Remote Sensing ·Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, (unknown), Jie Zhang, (unknown)
8
3
A Principle Design of Registration-Fusion Consistency: Toward Interpretable Deep Unregistered Hyperspectral Image Fusion
2024 ·IEEE Transactions on Neural Networks and Learning Systems ·Jiahui Qu, (unknown), Wenqian Dong, Qian Du, (unknown), (unknown), Yunsong Li
6
4
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction
2024 ·IEEE Transactions on Geoscience and Remote Sensing ·Jiaojiao Li, (unknown), (unknown), Rui Song, Yunsong Li, Qian Du
3
5
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network
2023 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Yi Huang, Jiangtao Peng, Na Chen, Weiwei Sun, Qian Du, (unknown), (unknown)
77
6
Exploration of Composition and Microstructure of Historic Concrete Materials in Shanghai
2023 ·SSRN Electronic Journal ·Qian Du, (unknown), Bowen Qiu, (unknown)
1
7
Selective extraction of Sm from LiCl-KCl molten salt into wasteforms via liquid bismuth
2023 ·Separation and Purification Technology ·Hong Zhang, Qian Du, (unknown), Zhanglian Xu, Shaoqiang Guo, Wentao Zhou
17
8
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images
2023 ·IEEE Transactions on Geoscience and Remote Sensing ·Yang‐Jun Deng, Heng-Chao Li, (unknown), Junhui Hou, Qian Du, Antonio Plaza
12
9
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection
2023 ·IEEE Transactions on Geoscience and Remote Sensing ·Jiahui Qu, (unknown), Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
33
10
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network breakdown →
2023 ·IEEE Transactions on Neural Networks and Learning Systems ·Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du
90
11
HTD-TS3: Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral–Spatial Similarity
2023 ·IEEE Transactions on Neural Networks and Learning Systems ·Haonan Qin, Weiying Xie, Yunsong Li, Qian Du
11
12
Polyethylene Imine Crosslinked Sodium Alginate Binder for Micro-Silicon/Graphite Composite Anodes
2022 ·Journal of The Electrochemical Society ·(unknown), (unknown), Qian Du, (unknown), Dragoljub Vranković, Michael R. Buchmeiser
5
13
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection
2022 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Weiying Xie, Yunsong Li, Jie Lei, Qian Du, (unknown)
4
14
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection
2022 ·IEEE Transactions on Geoscience and Remote Sensing ·Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du
32
15
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification
2021 ·IEEE Journal of Selected Topics in Signal Processing ·Wen-Shuai Hu, Heng-Chao Li, Yang‐Jun Deng, Xian Sun, Qian Du, Antonio Plaza
31
16
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data
2021 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Chiru Ge, Qian Du, Weiwei Sun, Keyan Wang, Jiaojiao Li, Yunsong Li
34
17
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection
2021 ·IEEE Transactions on Geoscience and Remote Sensing ·Jiaojiao Li, (unknown), Rui Song, Weiying Xie, Yunsong Li, Qian Du
25
18
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification breakdown →
2021 ·IEEE Transactions on Geoscience and Remote Sensing ·Zhaokui Li, Ming Liu, Yushi Chen, Yimin Xu, Wei Li, Qian Du
216
19
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection
2020 ·IEEE Transactions on Geoscience and Remote Sensing ·Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du
92
20
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement
2016 ·Remote Sensing ·Kun Tan, (unknown), Qian Du, Lixin Wu, Peijun Du
18

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.

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