Guiyu Xia

1.0k total citations · 1 hit paper
31 papers, 789 citations indexed

About

Guiyu Xia is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Control and Systems Engineering. According to data from OpenAlex, Guiyu Xia has authored 31 papers receiving a total of 789 indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Computer Vision and Pattern Recognition, 14 papers in Computational Mechanics and 8 papers in Control and Systems Engineering. Recurrent topics in Guiyu Xia's work include Human Pose and Action Recognition (13 papers), Advanced Vision and Imaging (12 papers) and Sparse and Compressive Sensing Techniques (11 papers). Guiyu Xia is often cited by papers focused on Human Pose and Action Recognition (13 papers), Advanced Vision and Imaging (12 papers) and Sparse and Compressive Sensing Techniques (11 papers). Guiyu Xia collaborates with scholars based in China, Macao and Australia. Guiyu Xia's co-authors include Huaijiang Sun, Qingshan Liu, Renlong Hang, Danfeng Hong, Pedram Ghamisi, Li Zhu, Lei Feng, Guoqing Zhang, Quansen Sun and Yazhou Liu and has published in prestigious journals such as IEEE Transactions on Industrial Electronics, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Image Processing.

In The Last Decade

Guiyu Xia

29 papers receiving 777 citations

Hit Papers

Classification of Hyperspectral and LiDAR Data Using Coup... 2020 2026 2022 2024 2020 100 200 300
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. Classification of Hyperspectral and LiDAR Data Using Coupled CNNs
    2020 341 citations Renlong Hang, Li Zhu et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Guiyu Xia China 14 403 343 144 128 108 31 789
Kie B. Eom United States 13 278 0.7× 222 0.6× 50 0.3× 77 0.6× 122 1.1× 39 605
Santiago Velasco-Forero France 14 259 0.6× 191 0.6× 89 0.6× 92 0.7× 97 0.9× 50 603
Degang Wang China 8 231 0.6× 430 1.3× 56 0.4× 112 0.9× 117 1.1× 18 700
Aloke Kumar Datta India 13 150 0.4× 201 0.6× 38 0.3× 133 1.0× 144 1.3× 55 617
Tianming Zhan China 17 381 0.9× 497 1.4× 83 0.6× 265 2.1× 144 1.3× 60 898
Xiaoqiang Lu China 10 449 1.1× 263 0.8× 72 0.5× 70 0.5× 113 1.0× 19 670
Lei Pan China 12 176 0.4× 369 1.1× 54 0.4× 217 1.7× 66 0.6× 25 523
Jacques Blanc-Talon France 12 399 1.0× 351 1.0× 144 1.0× 105 0.8× 39 0.4× 37 671

Countries citing papers authored by Guiyu Xia

Since Specialization
Citations

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

Fields of papers citing papers by Guiyu Xia

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Guiyu Xia

This figure shows the co-authorship network connecting the top 25 collaborators of Guiyu Xia. A scholar is included among the top collaborators of Guiyu Xia 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 Guiyu Xia. Guiyu Xia 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
1.
Xia, Guiyu, et al.. (2025). Text-driven human image generation with texture and pose control. Neurocomputing. 634. 129813–129813. 1 indexed citations
2.
Zhao, Huan, et al.. (2025). A Novel Deep Reinforcement Learning-Based Path/Force Cooperative Regulation Framework for Dual-Arm Object Transportation. IEEE Transactions on Automation Science and Engineering. 22. 15792–15804. 1 indexed citations
3.
Xia, Guiyu, et al.. (2024). 3D human model guided pose transfer via progressive flow prediction network. Journal of Visual Communication and Image Representation. 105. 104327–104327.
4.
Xia, Guiyu, et al.. (2022). 3D Information Guided Motion Transfer via Sequential Image Based Human Model Refinement and Face-Attention GAN. IEEE Transactions on Circuits and Systems for Video Technology. 33(7). 3270–3283. 4 indexed citations
5.
Xia, Guiyu, Peng Xue, Du Zhang, & Qingshan Liu. (2021). Keyframe-Editable Real-Time Motion Synthesis. IEEE Transactions on Circuits and Systems for Video Technology. 32(7). 4538–4551. 3 indexed citations
6.
Xia, Guiyu, et al.. (2021). Pose-Driven Realistic 2-D Motion Synthesis. IEEE Transactions on Cybernetics. 53(4). 2412–2425. 7 indexed citations
7.
Hang, Renlong, Li Zhu, Pedram Ghamisi, et al.. (2020). Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. IEEE Transactions on Geoscience and Remote Sensing. 58(7). 4939–4950. 341 indexed citations breakdown →
8.
Zhang, Guoqing, Huaijiang Sun, Yuhui Zheng, et al.. (2019). Optimal Discriminative Projection for Sparse Representation-Based Classification via Bilevel Optimization. IEEE Transactions on Circuits and Systems for Video Technology. 30(4). 1065–1077. 19 indexed citations
9.
Xia, Guiyu, Huaijiang Sun, Qingshan Liu, et al.. (2018). Nonlinear Low-Rank Matrix Completion for Human Motion Recovery. IEEE Transactions on Image Processing. 27(6). 3011–3024. 37 indexed citations
10.
Zhang, Guoqing, Yuhui Zheng, & Guiyu Xia. (2018). Domain adaptive collaborative representation based classification. Multimedia Tools and Applications. 78(21). 30175–30196. 7 indexed citations
11.
Hang, Renlong, Qingshan Liu, Guiyu Xia, & Huihui Song. (2018). Correcting MODIS aerosol optical depth products using a ridge regression model. International Journal of Remote Sensing. 39(10). 3275–3286. 2 indexed citations
12.
Xia, Guiyu, Huaijiang Sun, Lei Feng, Guoqing Zhang, & Yazhou Liu. (2017). Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering. IEEE Transactions on Image Processing. 27(1). 135–150. 72 indexed citations
13.
Sun, Huaijiang, et al.. (2017). Robust image compressive sensing based on m-estimator and nonlocal low-rank regularization. Neurocomputing. 275. 586–597. 5 indexed citations
14.
Wang, Tao, Quansen Sun, Qi Ge, et al.. (2017). Interactive Image Segmentation via Pairwise Likelihood Learning. 2957–2963. 4 indexed citations
15.
Feng, Lei, Huaijiang Sun, Quansen Sun, & Guiyu Xia. (2016). Compressive sensing via nonlocal low-rank tensor regularization. Neurocomputing. 216. 45–60. 22 indexed citations
16.
Xia, Guiyu, Huaijiang Sun, Xiaoqing Niu, Guoqing Zhang, & Lei Feng. (2016). Keyframe Extraction for Human Motion Capture Data Based on Joint Kernel Sparse Representation. IEEE Transactions on Industrial Electronics. 64(2). 1589–1599. 28 indexed citations
17.
Feng, Lei, Huaijiang Sun, Quansen Sun, & Guiyu Xia. (2016). Image compressive sensing via Truncated Schatten-p Norm regularization. Signal Processing Image Communication. 47. 28–41. 22 indexed citations
18.
Xia, Guiyu, Huaijiang Sun, Guoqing Zhang, & Lei Feng. (2016). Human motion recovery jointly utilizing statistical and kinematic information. Information Sciences. 339. 189–205. 28 indexed citations
19.
Zhang, Guoqing, Huaijiang Sun, Zexuan Ji, et al.. (2016). Kernel dictionary learning based discriminant analysis. Journal of Visual Communication and Image Representation. 40. 470–484. 12 indexed citations
20.
Zhang, Guoqing, Huaijiang Sun, Guiyu Xia, & Quansen Sun. (2016). Kernel collaborative representation based dictionary learning and discriminative projection. Neurocomputing. 207. 300–309. 13 indexed citations

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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