Zhengxia Zou

9.2k total citations · 8 hit papers
113 papers, 5.4k citations indexed

About

Zhengxia Zou is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, Zhengxia Zou has authored 113 papers receiving a total of 5.4k indexed citations (citations by other indexed papers that have themselves been cited), including 75 papers in Computer Vision and Pattern Recognition, 44 papers in Media Technology and 16 papers in Artificial Intelligence. Recurrent topics in Zhengxia Zou's work include Remote-Sensing Image Classification (35 papers), Advanced Image and Video Retrieval Techniques (25 papers) and Advanced Vision and Imaging (16 papers). Zhengxia Zou is often cited by papers focused on Remote-Sensing Image Classification (35 papers), Advanced Image and Video Retrieval Techniques (25 papers) and Advanced Vision and Imaging (16 papers). Zhengxia Zou collaborates with scholars based in China, United States and Hong Kong. Zhengxia Zou's co-authors include Zhenwei Shi, Keyan Chen, Jieping Ye, Yuhong Guo, Sen Lei, Chenyang Liu, Zhenwei Shi, Hao Chen, Wenyuan Li and Rui Zhao and has published in prestigious journals such as Nature, Nature Communications and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Zhengxia Zou

103 papers receiving 5.3k citations

Hit Papers

Object Detection in 20 Years: A Survey 2023 2026 2024 2025 2023 2023 2024 2024 2024 400 800 1.2k
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. Object Detection in 20 Years: A Survey
    2023 1.4k citations Zhengxia Zou, Keyan Chen et al. profile →
  2. Dense reinforcement learning for safety validation of autonomous vehicles
    2023 295 citations Zhengxia Zou et al. profile →
  3. RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model
    2024 183 citations Keyan Chen, Chenyang Liu et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  4. RSMamba: Remote Sensing Image Classification With State Space Model
    2024 172 citations Keyan Chen, Bowen Chen et al. IEEE Geoscience and Remote Sensing Letters profile →
  5. RSCaMa: Remote Sensing Image Change Captioning With State Space Model
    2024 51 citations Chenyang Liu, Keyan Chen et al. IEEE Geoscience and Remote Sensing Letters profile →
  6. BiFA: Remote Sensing Image Change Detection With Bitemporal Feature Alignment
    2024 51 citations Haotian Zhang, Hao Chen et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  7. Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
    2024 29 citations Chenyang Liu, Keyan Chen et al. IEEE Transactions on Geoscience and Remote Sensing profile →
  8. CDMamba: Incorporating Local Clues Into Mamba for Remote Sensing Image Binary Change Detection
    2025 27 citations Haotian Zhang, Keyan Chen 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
Zhengxia Zou China 34 3.0k 2.0k 781 762 497 113 5.4k
Peihua Li China 29 4.6k 1.5× 1.2k 0.6× 742 1.0× 1.9k 2.5× 278 0.6× 118 8.2k
Qibin Hou China 30 6.6k 2.2× 1.6k 0.8× 1.0k 1.3× 1.6k 2.2× 245 0.5× 68 9.7k
Wenhai Wang China 17 5.7k 1.9× 1.6k 0.8× 864 1.1× 2.1k 2.8× 281 0.6× 35 8.5k
Qilong Wang China 21 4.3k 1.4× 1.2k 0.6× 648 0.8× 1.9k 2.5× 254 0.5× 67 7.3k
Hanzi Mao United States 5 3.8k 1.3× 869 0.4× 606 0.8× 1.9k 2.5× 258 0.5× 8 7.8k
Enze Xie China 21 4.8k 1.6× 1.6k 0.8× 586 0.8× 1.6k 2.1× 185 0.4× 32 6.6k
Jun Fu China 11 3.8k 1.3× 1.2k 0.6× 329 0.4× 1.4k 1.8× 239 0.5× 18 5.4k
Yunsong Li China 49 3.8k 1.3× 5.4k 2.7× 1.1k 1.3× 1.1k 1.4× 1.6k 3.2× 421 8.5k

Countries citing papers authored by Zhengxia Zou

Since Specialization
Citations

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

Fields of papers citing papers by Zhengxia Zou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhengxia Zou

This figure shows the co-authorship network connecting the top 25 collaborators of Zhengxia Zou. A scholar is included among the top collaborators of Zhengxia Zou 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 Zhengxia Zou. Zhengxia Zou 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.
Li, Kaiyu, Chengxi Han, Keyan Chen, et al.. (2025). Open-CD: A Comprehensive Toolbox for Change Detection. 13608–13612.
2.
Chen, Bowen, et al.. (2025). SeG-SR: Integrating Semantic Knowledge Into Remote Sensing Image Super-Resolution via Vision-Language Model. IEEE Transactions on Geoscience and Remote Sensing. 63. 1–15.
3.
Chen, Keyan, Jiafan Zhang, Chenyang Liu, Zhengxia Zou, & Zhenwei Shi. (2025). RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models. 1070–1074. 1 indexed citations
4.
Qi, Zipeng, Hao Chen, Haotian Zhang, Zhengxia Zou, & Zhenwei Shi. (2025). Efficient Semantic Splatting for Remote Sensing Multiview Segmentation. IEEE Transactions on Geoscience and Remote Sensing. 63. 1–15. 2 indexed citations
5.
Chen, Keyan, et al.. (2024). Few-Shot Remote Sensing Novel View Synthesis with Geometry Constraint NeRF. 4(3). 2 indexed citations
6.
Chen, Keyan, Chenyang Liu, Hao Chen, et al.. (2024). RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–17. 183 indexed citations breakdown →
7.
Zhang, Haotian, et al.. (2024). A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection. IEEE Geoscience and Remote Sensing Letters. 22. 1–5. 3 indexed citations
8.
Zou, Zhengxia, et al.. (2024). Road Graph Extraction via Transformer and Topological Representation. IEEE Geoscience and Remote Sensing Letters. 21. 1–5. 3 indexed citations
9.
Liu, Chenyang, et al.. (2024). Digital-to-Physical Visual Consistency Optimization for Adversarial Patch Generation in Remote Sensing Scenes. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–17. 6 indexed citations
10.
Lei, Sen, Yingbo Zhou, Jialin Cheng, et al.. (2024). HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–10. 16 indexed citations
11.
Chen, Hao, Haotian Zhang, Keyan Chen, et al.. (2023). Continuous Cross-Resolution Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–20. 27 indexed citations
12.
Shi, Lukui, et al.. (2023). Unsupervised Multimodal Remote Sensing Image Registration via Domain Adaptation. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–11. 10 indexed citations
13.
Liu, Chenyang, et al.. (2023). A Decoupling Paradigm With Prompt Learning for Remote Sensing Image Change Captioning. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–18. 44 indexed citations
14.
Chen, Keyan, et al.. (2022). Contrastive Learning for Fine-Grained Ship Classification in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–16. 49 indexed citations
15.
Liu, Chenyang, Rui Zhao, Hao Chen, Zhengxia Zou, & Zhenwei Shi. (2022). Remote Sensing Image Change Captioning With Dual-Branch Transformers: A New Method and a Large Scale Dataset. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–20. 96 indexed citations
16.
Zhao, Rui, Zhenwei Shi, & Zhengxia Zou. (2021). High-Resolution Remote Sensing Image Captioning Based on Structured Attention. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–14. 78 indexed citations
17.
Chen, Keyan, Zhengxia Zou, & Zhenwei Shi. (2021). Building Extraction from Remote Sensing Images with Sparse Token Transformers. Remote Sensing. 13(21). 4441–4441. 134 indexed citations
18.
Zou, Zhengxia, Tianyang Shi, Wenyuan Li, Zhou Zhang, & Zhenwei Shi. (2020). Do Game Data Generalize Well for Remote Sensing Image Segmentation?. Remote Sensing. 12(2). 275–275. 19 indexed citations
19.
Shi, Tianyang, Zhengxia Zou, Zhenwei Shi, & Yi Yuan. (2020). Neural Rendering for Game Character Auto-Creation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(3). 1489–1502. 7 indexed citations
20.
Zhao, Rui, Zhenwei Shi, Zhengxia Zou, & Zhou Zhang. (2019). Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection. Remote Sensing. 11(11). 1310–1310. 106 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Peihua Li Breakdown of academic impact, for papers by Qibin Hou Breakdown of academic impact, for papers by Wenhai Wang Breakdown of academic impact, for papers by Qilong Wang Breakdown of academic impact, for papers by Hanzi Mao Breakdown of academic impact, for papers by Enze Xie Breakdown of academic impact, for papers by Jun Fu Breakdown of academic impact, for papers by Yunsong Li
Rankless by CCL
2026