Junghyun Lee

763 total citations · 1 hit paper
23 papers, 463 citations indexed

About

Junghyun Lee is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Junghyun Lee has authored 23 papers receiving a total of 463 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Computer Vision and Pattern Recognition, 6 papers in Artificial Intelligence and 5 papers in Signal Processing. Recurrent topics in Junghyun Lee's work include Hand Gesture Recognition Systems (5 papers), Gaze Tracking and Assistive Technology (3 papers) and Robotics and Automated Systems (3 papers). Junghyun Lee is often cited by papers focused on Hand Gesture Recognition Systems (5 papers), Gaze Tracking and Assistive Technology (3 papers) and Robotics and Automated Systems (3 papers). Junghyun Lee collaborates with scholars based in South Korea. Junghyun Lee's co-authors include Kyungyong Chung, Sangryeol Ryu, Kwang-Pyo Kim, Jeongjoon Choi, Sunyoung Hwang, Jong‐Seon No, Joon-Woo Lee, Young Sik Kim, Eunsang Lee and HyungChul Kang and has published in prestigious journals such as Applied and Environmental Microbiology, IEEE Access and IEEE Intelligent Systems.

In The Last Decade

Junghyun Lee

19 papers receiving 448 citations

Hit Papers

align trajectories sort by overperformance

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.

Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network

2022 188 citations Joon-Woo Lee, HyungChul Kang et al. IEEE Access profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Junghyun Lee South Korea	7	190	113	97	69	44	23	463
Paul Walsh Ireland	15	97 0.5×	15 0.1×	47 0.5×	45 0.7×	38 0.9×	68	669
Jianan Zhao China	10	300 1.6×	17 0.2×	91 0.9×	117 1.7×	42 1.0×	23	458
Mary Beth Kery United States	11	202 1.1×	17 0.2×	214 2.2×	279 4.0×	75 1.7×	19	754
Yulong Wang China	15	233 1.2×	37 0.3×	51 0.5×	67 1.0×	181 4.1×	72	769
Matthias Härtung Germany	11	480 2.5×	24 0.2×	60 0.6×	106 1.5×	19 0.4×	44	738
Tony C. Smith New Zealand	8	77 0.4×	8 0.1×	16 0.2×	34 0.5×	16 0.4×	20	332
C. Michael Overstreet United States	15	73 0.4×	36 0.3×	21 0.2×	85 1.2×	178 4.0×	98	917
Sanket Biswas India	10	45 0.2×	13 0.1×	80 0.8×	8 0.1×	6 0.1×	32	289
Syed Fahad Tahir Pakistan	12	82 0.4×	11 0.1×	276 2.8×	12 0.2×	77 1.8×	25	553
Yi Dou China	9	73 0.4×	35 0.3×	33 0.3×	88 1.3×	105 2.4×	30	352

Countries citing papers authored by Junghyun Lee

Since Specialization

Citations

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

Fields of papers citing papers by Junghyun Lee

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junghyun Lee

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

All Works

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20 of 20 papers shown

Lee, Joon-Woo, HyungChul Kang, Yongwoo Lee, et al.. (2022). Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network. IEEE Access. 10. 30039–30054. 188 indexed citations breakdown →

Kim, Jeongtae, et al.. (2021). A Two-Stage Learning Method of CNN and K-means RGB Cluster for Sentiment Classification of Images. Journal of Intelligence and Information Systems. 27(3). 139–156.

Lee, Junghyun, et al.. (2017). Utilizing Verbal Intent in Semantic Contextual Advertising. IEEE Intelligent Systems. 32(3). 7–13. 5 indexed citations

Lee, Junghyun, et al.. (2016). Performance prediction of optical image stabilizer using SVM for shaker-free production line. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9896. 989610–989610. 1 indexed citations

Chung, Kyungyong, et al.. (2014). Real-Time Tracking and Recognition Systems for Interactive Telemedicine Health Services. Wireless Personal Communications. 79(4). 2611–2626. 11 indexed citations

Lee, Junghyun, et al.. (2013). Real-Time Head Tracking using Adaptive Boosting in Surveillance. Journal of Digital Convergence. 11(2). 243–248. 3 indexed citations

Chung, Kyungyong, et al.. (2013). Development of head detection and tracking systems for visual surveillance. Personal and Ubiquitous Computing. 18(3). 515–522. 44 indexed citations

Chung, Kyungyong, et al.. (2013). Bio-Interactive Healthcare Service System Using Lifelog Based Context Computing. Wireless Personal Communications. 73(2). 341–351. 22 indexed citations

Lee, Junghyun, et al.. (2013). Improve the Performance of People Detection using Fisher Linear Discriminant Analysis in Surveillance. Journal of Digital Convergence. 11(12). 295–302. 1 indexed citations

10.

Chung, Kyungyong, et al.. (2012). Object Detection and Tracking using Bayesian Classifier in Surveillance. Journal of Digital Convergence. 10(6). 297–302. 4 indexed citations

11.

Lee, Junghyun, et al.. (2012). Light-Ontology Classification for Efficient Object Detection using a Hierarchical Tree Structure. Journal of Digital Convergence. 10(10). 215–220.

12.

Lee, Junghyun, et al.. (2012). Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. 195–196. 1 indexed citations

13.

Jung, Hoill, et al.. (2012). Ergonomics Automotive Design Recommendation Using Image Based Collaborative Filtering. 7. 1–6. 3 indexed citations

14.

Lee, Seungwon, Junghyun Lee, M.H. Hayes, & Joonki Paik. (2012). Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. IEEE Transactions on Consumer Electronics. 58(1). 104–110. 9 indexed citations

15.

Lee, Seung-Won, et al.. (2012). Moving object segmentation using motion orientation histogram in adaptively partitioned blocks for consumer surveillance system. 197–198. 4 indexed citations

16.

Lee, Junghyun, et al.. (2011). A Study on the Countermeasure of Cyber Attacks Using Anonymous Network. 11(3). 31–37.

17.

Chung, Kyungyong, et al.. (2011). Color Area Correction Algorithm for Tracking Curved Fingertip. The Journal of the Korea Contents Association. 11(10). 11–18. 1 indexed citations

18.

Chung, Kyungyong, et al.. (2011). Skin Color Based Hand and Finger Detection for Gesture Recognition in CCTV Surveillance. The Journal of the Korea Contents Association. 11(10). 1–10. 2 indexed citations

19.

Lee, Junghyun, et al.. (2006). Probability-annotated Ontology Model for Context Awareness in Ubiquitous Computing Environment. Journal of the Korea Society of Computer and Information. 11(3). 239–248. 1 indexed citations

20.

Lee, Junghyun, et al.. (2002). A New Collaborative Filtering Method Using Representative Attributes-neighborhood and Bayesian Estimated Value.. International Conference on Artificial Intelligence. 709–715. 1 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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