Jun Cheng

5.7k citations

160 papers · 3.3k indexed · 2 hit papers · h-index 28

Impact in

Ophthalmology top 0.2%
- Glaucoma and retinal disorders
- Retinal Diseases and Treatments
- Retinal and Optic Conditions
Radiology, Nuclear Medicine and Imaging top 0.5%
- Retinal Imaging and Analysis

Papers in ⓘ

Ophthalmology 49
- Glaucoma and retinal disorders 42
- Retinal Diseases and Treatments 18
Radiology, Nuclear Medicine and Imaging 79
- Retinal Imaging and Analysis 72

Co-authors: Jiang Liu (67 shared papers)Damon Wing Kee Wong (48 shared papers)Tien Yin Wong (19 shared papers)Dacheng Tao (10 shared papers)Fengshou Yin (13 shared papers)Tin Aung (11 shared papers)Huazhu Fu (12 shared papers)Yanwu Xu (9 shared papers)
Journals: IEEE Transactions on Medical Imaging (9 papers)Neurocomputing (8 papers)Biomedical Optics Express (3 papers)IEEE Transactions on Image Processing (2 papers)Journal of Applied Physics (2 papers)
Partner nations: China Singapore Australia

In The Last Decade

Jun Cheng

150 papers receiving 3.1k citations

Hit Papers

align trajectories log scale

CS 2 -Net: Deep learning segmentation of curvilinear structures in medical imaging 2020 · 240 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2020 Medical Image Analysis
2013 IEEE Transactions on Medical Imaging

Peers

Countries citing papers authored by Jun Cheng

Since Specialization

Citations

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

Fields of papers citing papers by Jun Cheng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Jun Cheng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jun Cheng Line = papers co-authored together Jun Cheng links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 160 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening IEEE Transactions on Medical Imaging ·Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Ngan-Meng Tan, Dacheng Tao, Ching‐Yu Cheng, Tin Aung, Tien Yin Wong Hit paper breakdown →	2013	432
2	ORIGA<sup>-light</sup>: An online retinal fundus image database for glaucoma analysis and research National University of Singapore ·Zhuo Zhang, Feng Yin, Jiang Liu, Wing Kee Wong, Ngan Meng Tan, Beng Hai Lee, Jun Cheng, Tien Yin Wong	2010	252
3	CS 2 -Net: Deep learning segmentation of curvilinear structures in medical imaging Medical Image Analysis ·Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akïba, Jiang Liu Hit paper breakdown →	2020	240
4	Structure and Illumination Constrained GAN for Medical Image Enhancement IEEE Transactions on Medical Imaging ·Yuhui Ma, Jiang Liu, Yonghuai Liu, Huazhu Fu, Yan Hu, Jun Cheng, Hong Qi, Yufei Wu, Jiong Zhang, Yitian Zhao	2021	116
5	Line segment extraction for large scale unorganized point clouds ISPRS Journal of Photogrammetry and Remote Sensing ·Yangbin Lin, Cheng Wang, Jun Cheng, Bili Chen, Fukai Jia, Zhonggui Chen, Jonathan Li	2015	110
6	Dense Dilated Network With Probability Regularized Walk for Vessel Detection IEEE Transactions on Medical Imaging ·Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu	2019	108
7	JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation IEEE Transactions on Biomedical Engineering ·Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, Jiang Liu	2019	88
8	Sparse Dissimilarity-Constrained Coding for Glaucoma Screening IEEE Transactions on Biomedical Engineering ·Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Dacheng Tao, Jiang Liu	2015	72
9	Automatic optic disc segmentation with peripapillary atrophy elimination PubMed ·Jun Cheng, Jiang Liu, Damon Wing Kee Wong, Fengshou Yin, Carol Y. Cheung, Mani Baskaran, Tin Aung, Tien Yin Wong	2011	70
10	Road Boundaries Detection Based on Local Normal Saliency From Mobile Laser Scanning Data IEEE Geoscience and Remote Sensing Letters ·Hanyun Wang, Huan Luo, Chenglu Wen, Jun Cheng, Peng Li, Yiping Chen, Cheng Wang, Jonathan Li	2015	67
11	An energy model approach to people counting for abnormal crowd behavior detection Neurocomputing ·Guogang Xiong, Jun Cheng, Xinyu Wu, Yen-Lun Chen, Yongsheng Ou, Yangsheng Xu	2011	63
12	Integrating holistic and local deep features for glaucoma classification PubMed ·Annan Li, Jun Cheng, Damon Wing Kee Wong, Jiang Liu	2016	62
13	Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction IEEE Transactions on Medical Imaging ·Jun Cheng, Dacheng Tao, Ying Quan, Damon Wing Kee Wong, Chui Ming Gemmy Cheung, Masahiro Akïba, Jiang Liu	2016	59
14	Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading PubMed ·Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu	2018	59
15	Noise Adaptation Generative Adversarial Network for Medical Image Analysis IEEE Transactions on Medical Imaging ·Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu	2019	58
16	Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image The HKU Scholars Hub (University of Hong Kong) ·Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu	2020	50
17	Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis Lecture notes in computer science ·Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong	2011	50
18	Optical Coherence Tomography Angiography of Optic Disc and Macula Vessel Density in Glaucoma and Healthy Eyes Journal of Glaucoma ·Vivien Cherng-Hui Yip, Hon Tym Wong, Vernon K. Yong, Boon Ang Lim, Owen Kim Hee, Jun Cheng, Huazhu Fu, Ching-Wei Lim, Elton Lik Tong Tay, Roselyn G. Loo-Valdez, Hwei Yee Teo, Angela Pek Hoon Lim, Leonard Wei Leon Yip	2018	49
19	Image quality classification for DR screening using deep learning PubMed ·Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu	2017	48
20	Memorizing Structure-Texture Correspondence for Image Anomaly Detection IEEE Transactions on Neural Networks and Learning Systems ·Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao	2021	43

About Jun Cheng

Jun Cheng is a scholar working on Ophthalmology, Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition, Media Technology and Geology, having authored 160 papers that have together received 3.3k indexed citations. Recurring topics across this work include Retinal Imaging and Analysis (72 papers), Glaucoma and retinal disorders (42 papers), Optical Coherence Tomography Applications (29 papers), Retinal Diseases and Treatments (18 papers), Digital Imaging for Blood Diseases (18 papers), Advanced Vision and Imaging (14 papers), Image Processing Techniques and Applications (12 papers) and Medical Image Segmentation Techniques (10 papers). The work is most often cited by research in Ophthalmology (1.5k citations), Radiology, Nuclear Medicine and Imaging (2.1k citations), Computer Vision and Pattern Recognition (1.5k citations), Geology (156 citations) and Media Technology (164 citations). Jun Cheng has collaborated with scholars based in China, Singapore and Australia. Frequent co-authors include Jiang Liu, Damon Wing Kee Wong, Tien Yin Wong, Dacheng Tao, Fengshou Yin, Tin Aung, Huazhu Fu, Yanwu Xu, Yitian Zhao and Zaiwang Gu. Their work appears in journals such as IEEE Transactions on Medical Imaging, Neurocomputing, Biomedical Optics Express, IEEE Transactions on Image Processing and Journal of Applied Physics.

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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