Peng Ren

4.3k total citations · 7 hit papers
179 papers, 3.0k citations indexed

About

Peng Ren is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Oceanography. According to data from OpenAlex, Peng Ren has authored 179 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 84 papers in Computer Vision and Pattern Recognition, 50 papers in Media Technology and 28 papers in Oceanography. Recurrent topics in Peng Ren's work include Remote-Sensing Image Classification (37 papers), Image Enhancement Techniques (28 papers) and Advanced Image and Video Retrieval Techniques (28 papers). Peng Ren is often cited by papers focused on Remote-Sensing Image Classification (37 papers), Image Enhancement Techniques (28 papers) and Advanced Image and Video Retrieval Techniques (28 papers). Peng Ren collaborates with scholars based in China, United Kingdom and Spain. Peng Ren's co-authors include Hao Wang, Chunbo Luo, Shixin Sun, Xingrui Yu, Xiao Bai, Peng Li, Xiaomin Wu, Cai Luo, Leijian Yu and Yongqing Li and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Remote Sensing of Environment and IEEE Transactions on Industrial Electronics.

In The Last Decade

Peng Ren

167 papers receiving 2.9k citations

Hit Papers

5 papers align trajectories

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.

A Reinforcement Learning Paradigm of Configuring Visual Enhancement for Object Detection in Underwater Scenes

2023 85 citations Hao Wang, Shixin Sun et al. profile →
INSPIRATION: A reinforcement learning-based human visual perception-driven image enhancement paradigm for underwater scenes

2024 62 citations Hao Wang, Shixin Sun et al. profile →
Metalantis: A Comprehensive Underwater Image Enhancement Framework

2024 58 citations Hao Wang, Weibo Zhang et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Large Foundation Model Empowered Discriminative Underwater Image Enhancement

2025 43 citations Hao Wang, Peng Ren et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Underwater image captioning: Challenges, models, and datasets

2025 30 citations Hao Wang, Peng Ren et al. profile →
Oil Spill Drift Prediction Enhanced by Correcting Numerically Forecasted Sea Surface Dynamic Fields With Adversarial Temporal Convolutional Networks

2025 21 citations Peng Ren et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Confucius tri-learning: A paradigm of learning from both good examples and bad examples

2025 20 citations Peng Ren, Zhiqiang Yu et al. Pattern Recognition profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Peng Ren China	31	1.4k	1.0k	394	387	378	179	3.0k
Grégoire Mercier France	28	710 0.5×	1.1k 1.1×	268 0.7×	707 1.8×	263 0.7×	107	2.8k
Gholamreza Akbarizadeh Iran	30	855 0.6×	563 0.6×	221 0.6×	301 0.8×	519 1.4×	76	2.6k
Torbjørn Eltoft Norway	29	619 0.4×	715 0.7×	496 1.3×	411 1.1×	968 2.6×	118	2.8k
Κωνσταντίνος Καράντζαλος Greece	28	659 0.5×	1.3k 1.3×	107 0.3×	271 0.7×	184 0.5×	115	2.6k
Tao Zhang China	27	796 0.6×	674 0.7×	128 0.3×	242 0.6×	664 1.8×	220	2.6k
Yu Li China	22	414 0.3×	403 0.4×	226 0.6×	146 0.4×	221 0.6×	147	1.7k
Zenghui Zhang China	28	820 0.6×	468 0.5×	309 0.8×	292 0.8×	1.2k 3.2×	165	2.8k
Jianchao Fan China	22	299 0.2×	410 0.4×	156 0.4×	365 0.9×	372 1.0×	81	1.5k
Feng Gao China	26	1.1k 0.8×	1.4k 1.3×	119 0.3×	364 0.9×	428 1.1×	194	3.0k
Fang Liu China	30	1.1k 0.8×	1.6k 1.5×	63 0.2×	475 1.2×	513 1.4×	150	3.1k

Countries citing papers authored by Peng Ren

Since Specialization

Citations

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

Fields of papers citing papers by Peng Ren

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Peng Ren

This figure shows the co-authorship network connecting the top 25 collaborators of Peng Ren. A scholar is included among the top collaborators of Peng Ren 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 Peng Ren. Peng Ren is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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

20 of 20 papers shown

Ren, Peng, et al.. (2025). Confucius tri-learning: A paradigm of learning from both good examples and bad examples. Pattern Recognition. 163. 111481–111481. 20 indexed citations breakdown →

Zhang, Li, et al.. (2025). A spatial–spectral fusion convolutional transformer network with contextual multi-head self-attention for hyperspectral image classification. Neural Networks. 187. 107350–107350. 4 indexed citations

Wang, Chao, et al.. (2024). Hyperspectral Image Super-Resolution With ConvLSTM Skip-Connections. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–16. 30 indexed citations

Wang, Changcheng, Jianjun Zhu, Dongmei Song, et al.. (2024). TVPol-Edge: An Edge Detection Method With Time-Varying Polarimetric Characteristics for Crop Field Edge Delineation. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–17. 1 indexed citations

Min, Geyong, et al.. (2024). Ubiquitous and Robust UxV Networks: Overviews, Solutions, Challenges, and Opportunities. IEEE Network. 38(2). 26–34. 4 indexed citations

Wan, Yong, Peng Ren, Lu Fan, et al.. (2024). Storage Tank Target Detection for Large-Scale Remote Sensing Images Based on YOLOv7-OT. Remote Sensing. 16(23). 4510–4510. 1 indexed citations

Wang, Hao, Weibo Zhang, Lu Bai, & Peng Ren. (2024). Metalantis: A Comprehensive Underwater Image Enhancement Framework. IEEE Transactions on Geoscience and Remote Sensing. 62. 1–19. 58 indexed citations breakdown →

Ren, Peng, et al.. (2024). PKE-UIC: A Prior Knowledge-Enhanced Underwater Image Captioning Model. 69–75. 2 indexed citations

Wang, Hao, et al.. (2023). Underwater image enhancement via histogram similarity-oriented color compensation complemented by multiple attribute adjustment. 1(1). 10 indexed citations

10.

Meng, Junmin, et al.. (2023). Dictionary Learning for Few-Shot Remote Sensing Scene Classification. Remote Sensing. 15(3). 773–773. 5 indexed citations

11.

Li, Yun, et al.. (2022). MODIS Green-Tide Detection With a Squeeze and Excitation Oriented Generative Adversarial Network. IEEE Access. 10. 60294–60305. 5 indexed citations

12.

Tao, Xuanwen, Mercedes E. Paoletti, Lirong Han, et al.. (2022). Fast Orthogonal Projection for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–13. 18 indexed citations

13.

Tao, Xuanwen, Mercedes E. Paoletti, Lirong Han, et al.. (2022). A New Deep Convolutional Network for Effective Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15. 6999–7012. 26 indexed citations

14.

Wang, Hao, Shixin Sun, Xiaohui Wu, et al.. (2021). A YOLOv5 Baseline for Underwater Object Detection. OCEANS 2021: San Diego – Porto. 1–4. 23 indexed citations

15.

Wang, Xinning, Xuegong Wang, Miao Yu, et al.. (2021). MesoGRU: Deep Learning Framework for Mesoscale Eddy Trajectory Prediction. IEEE Geoscience and Remote Sensing Letters. 19. 1–5. 18 indexed citations

16.

Chen, Ziwei, et al.. (2021). Enhancement-Registration-Homogenization (ERH): A Comprehensive Underwater Visual Reconstruction Paradigm. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(10). 6953–6967. 46 indexed citations

17.

Han, Lirong, Peng Li, Antonio Plaza, & Peng Ren. (2021). Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–16. 18 indexed citations

18.

Li, Gang, et al.. (2020). A Hardware Descriptive Approach to Beetle Antennae Search. IEEE Access. 8. 89059–89070. 11 indexed citations

19.

Wang, Chen, Xiao Bai, Shuai Wang, Jun Zhou, & Peng Ren. (2018). Multiscale Visual Attention Networks for Object Detection in VHR Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters. 16(2). 310–314. 157 indexed citations

20.

Li, Peng & Peng Ren. (2017). Partial Randomness Hashing for Large-Scale Remote Sensing Image Retrieval. IEEE Geoscience and Remote Sensing Letters. 14(3). 464–468. 65 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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