Chunwei Tian

4.5k total citations · 4 hit papers
57 papers, 3.0k citations indexed

About

Chunwei Tian is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Signal Processing. According to data from OpenAlex, Chunwei Tian has authored 57 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Computer Vision and Pattern Recognition, 25 papers in Media Technology and 9 papers in Signal Processing. Recurrent topics in Chunwei Tian's work include Image and Signal Denoising Methods (19 papers), Advanced Image Processing Techniques (17 papers) and Advanced Image Fusion Techniques (13 papers). Chunwei Tian is often cited by papers focused on Image and Signal Denoising Methods (19 papers), Advanced Image Processing Techniques (17 papers) and Advanced Image Fusion Techniques (13 papers). Chunwei Tian collaborates with scholars based in China, Taiwan and Macao. Chunwei Tian's co-authors include Yong Xu, Wangmeng Zuo, Lunke Fei, Chia‐Wen Lin, Wenxian Zheng, Hong Liu, Zuoyong Li, David Zhang, Jie Wen and Bob Zhang and has published in prestigious journals such as IEEE Transactions on Image Processing, Expert Systems with Applications and Information Sciences.

In The Last Decade

Chunwei Tian

50 papers receiving 2.9k citations

Hit Papers

Deep learning on image denoising: An overview 2019 2026 2021 2023 2020 2020 2019 2022 200 400 600
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. Deep learning on image denoising: An overview
    2020 685 citations Chunwei Tian, Lunke Fei et al. Neural Networks profile →
  2. Attention-guided CNN for image denoising
    2020 459 citations Chunwei Tian, Yong Xu et al. Neural Networks profile →
  3. Image denoising using deep CNN with batch renormalization
    2019 381 citations Chunwei Tian, Yong Xu et al. Neural Networks profile →
  4. A robust deformed convolutional neural network (CNN) for image denoising
    2022 148 citations Qi Zhang, Chunwei Tian et al. CAAI Transactions on Intelligence Technology profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Chunwei Tian China 19 2.2k 1.3k 335 250 205 57 3.0k
Jiezhang Cao China 13 2.6k 1.2× 1.4k 1.1× 207 0.6× 264 1.1× 219 1.1× 26 3.2k
Alain Horé Canada 8 2.0k 0.9× 746 0.6× 269 0.8× 299 1.2× 297 1.4× 16 2.8k
Guolei Sun Switzerland 11 2.7k 1.2× 1.2k 0.9× 283 0.8× 224 0.9× 206 1.0× 22 3.3k
Xiaohai He China 30 2.0k 0.9× 815 0.6× 283 0.8× 144 0.6× 178 0.9× 236 3.2k
Yapeng Tian United States 16 4.4k 2.0× 2.4k 1.8× 221 0.7× 327 1.3× 292 1.4× 54 5.1k
Syed Waqas Zamir United Arab Emirates 12 3.5k 1.6× 1.6k 1.3× 466 1.4× 360 1.4× 443 2.2× 25 4.5k
Xintao Wang China 23 3.1k 1.4× 1.0k 0.8× 271 0.8× 139 0.6× 103 0.5× 65 3.7k
Xianming Liu China 35 3.2k 1.4× 1.3k 1.0× 531 1.6× 212 0.8× 108 0.5× 198 4.1k
Jimmy Ren China 24 2.5k 1.1× 921 0.7× 330 1.0× 188 0.8× 134 0.7× 56 3.0k

Countries citing papers authored by Chunwei Tian

Since Specialization
Citations

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

Fields of papers citing papers by Chunwei Tian

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Chunwei Tian

This figure shows the co-authorship network connecting the top 25 collaborators of Chunwei Tian. A scholar is included among the top collaborators of Chunwei Tian 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 Chunwei Tian. Chunwei Tian 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.
Tian, Chunwei, Zhe Peng, Wangmeng Zuo, et al.. (2025). A survey on deep learning fundamentals. Artificial Intelligence Review. 58(12).
2.
Tian, Chunwei, Jingyuan Xie, Lingjun Li, et al.. (2025). A Perception CNN for Facial Expression Recognition. IEEE Transactions on Image Processing. 34. 8101–8113.
3.
4.
Liu, Pengju, et al.. (2025). Tri-Domain Filtering Transformer for CT Metal Artifact Reduction. IEEE Transactions on Radiation and Plasma Medical Sciences. 1–1.
5.
Wu, Ziang, et al.. (2025). An Omni-Dimensional Dynamic Convolutional Network for Single-Image Super-Resolution Tasks. Mathematics. 13(15). 2388–2388.
6.
Tian, Chunwei, et al.. (2024). Image super‐resolution via dynamic network. CAAI Transactions on Intelligence Technology. 9(4). 837–849. 10 indexed citations
7.
Tian, Chunwei, Menghua Zheng, Chia‐Wen Lin, Zhiwu Li, & David Zhang. (2024). Heterogeneous Window Transformer for Image Denoising. IEEE Transactions on Systems Man and Cybernetics Systems. 54(11). 6621–6632. 23 indexed citations
8.
Tian, Chunwei, et al.. (2024). A self-supervised network for image denoising and watermark removal. Neural Networks. 174. 106218–106218. 12 indexed citations
9.
Tian, Chunwei, et al.. (2024). A Systematic Survey of Transformer-Based 3D Object Detection for Autonomous Driving: Methods, Challenges and Trends. Drones. 8(8). 412–412. 9 indexed citations
10.
Tian, Chunwei, et al.. (2024). An Enhanced GAN for Image Generation. Computers, materials & continua/Computers, materials & continua (Print). 80(1). 105–118. 2 indexed citations
11.
Zhang, Qi, et al.. (2024). Texture-guided CNN for image denoising. Multimedia Tools and Applications. 83(23). 63949–63973. 2 indexed citations
12.
Tian, Chunwei, et al.. (2024). DeforT: Deformable transformer for visual tracking. Neural Networks. 176. 106380–106380. 7 indexed citations
13.
Tian, Chunwei, Yixuan Yuan, Chengqi Zhang, et al.. (2022). Image super-resolution with an enhanced group convolutional neural network. Neural Networks. 153. 373–385. 98 indexed citations
14.
Tian, Chunwei, Yong Xu, Wangmeng Zuo, Chia‐Wen Lin, & David Zhang. (2021). Asymmetric CNN for Image Superresolution. IEEE Transactions on Systems Man and Cybernetics Systems. 52(6). 3718–3730. 93 indexed citations
15.
Tian, Chunwei, Lunke Fei, Wenxian Zheng, et al.. (2020). Deep learning on image denoising: An overview. Neural Networks. 131. 251–275. 685 indexed citations breakdown →
16.
Tian, Chunwei, Yong Xu, Wangmeng Zuo, et al.. (2020). Coarse-to-Fine CNN for Image Super-Resolution. IEEE Transactions on Multimedia. 23. 1489–1502. 179 indexed citations
17.
Tian, Chunwei, Yong Xu, Zuoyong Li, et al.. (2020). Attention-guided CNN for image denoising. Neural Networks. 124. 117–129. 459 indexed citations breakdown →
18.
Tian, Chunwei, Yong Xu, & Wangmeng Zuo. (2019). Image denoising using deep CNN with batch renormalization. Neural Networks. 121. 461–473. 381 indexed citations breakdown →
19.
Tian, Chunwei, et al.. (2017). Integrating Sparse and Collaborative Representation Classifications for Image Classification. International Journal of Image and Graphics. 17(2). 1750007–1750007. 21 indexed citations
20.
Tian, Chunwei, et al.. (2017). 2D-PCA Representation and Sparse Representation for Image Recognition. Journal of Computational and Theoretical Nanoscience. 14(1). 829–834. 4 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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