Heesung Kwon

2.8k total citations · 1 hit paper
106 papers, 2.0k citations indexed

About

Heesung Kwon is a scholar working on Media Technology, Computer Vision and Pattern Recognition and Aerospace Engineering. According to data from OpenAlex, Heesung Kwon has authored 106 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 60 papers in Media Technology, 56 papers in Computer Vision and Pattern Recognition and 28 papers in Aerospace Engineering. Recurrent topics in Heesung Kwon's work include Remote-Sensing Image Classification (59 papers), Remote Sensing and Land Use (25 papers) and Infrared Target Detection Methodologies (19 papers). Heesung Kwon is often cited by papers focused on Remote-Sensing Image Classification (59 papers), Remote Sensing and Land Use (25 papers) and Infrared Target Detection Methodologies (19 papers). Heesung Kwon collaborates with scholars based in United States, United Kingdom and South Korea. Heesung Kwon's co-authors include Nasser M. Nasrabadi, Prudhvi Gurram, Hyungtae Lee, Sungmin Eum, John G. Rogers, Maggie Wigness, David K. Han, Rama Chellappa, Tao Han and Benjamin M. Marlin and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Image Processing.

In The Last Decade

Heesung Kwon

102 papers receiving 1.9k citations

Hit 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.

Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery

2005 638 citations Heesung Kwon, Nasser M. Nasrabadi 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						Papers	Cites
Heesung Kwon United States	19	1.4k	723	647	381	352	106	2.0k
Weiying Xie China	32	2.2k 1.6×	775 1.1×	1.1k 1.6×	538 1.4×	395 1.1×	113	2.9k
Xiaorui Ma China	27	962 0.7×	526 0.7×	662 1.0×	329 0.9×	542 1.5×	63	2.2k
Mingyang Zhang China	27	1.1k 0.8×	682 0.9×	515 0.8×	512 1.3×	142 0.4×	118	2.0k
Le Sun China	27	2.1k 1.5×	1.1k 1.5×	978 1.5×	238 0.6×	118 0.3×	117	2.6k
Yang Xu China	19	975 0.7×	398 0.6×	478 0.7×	290 0.8×	129 0.4×	121	1.5k
Xin Wu China	18	1.3k 0.9×	491 0.7×	975 1.5×	282 0.7×	636 1.8×	61	2.4k
Amit Banerjee United States	18	618 0.4×	254 0.4×	414 0.6×	252 0.7×	172 0.5×	75	1.4k
Xianghai Cao China	21	1.2k 0.9×	736 1.0×	455 0.7×	273 0.7×	132 0.4×	50	1.6k
Jihao Yin China	18	690 0.5×	267 0.4×	456 0.7×	233 0.6×	203 0.6×	89	1.6k

Countries citing papers authored by Heesung Kwon

Since Specialization

Citations

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

Fields of papers citing papers by Heesung Kwon

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Heesung Kwon

This figure shows the co-authorship network connecting the top 25 collaborators of Heesung Kwon. A scholar is included among the top collaborators of Heesung Kwon 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 Heesung Kwon. Heesung Kwon 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

Lee, Hyungtae, et al.. (2024). UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception. 5323–5329. 3 indexed citations

Lee, Hyungtae, Yan Zhang, Heesung Kwon, & Shuvra S. Bhattacharyya. (2024). Exploring the Potential of Synthetic Data to Replace Real Data. 1005–1011.

Lee, Hyungtae & Heesung Kwon. (2022). Self-Supervised Contrastive Learning for Cross-Domain Hyperspectral Image Representation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 3239–3243. 14 indexed citations

Lee, Hyungtae, Heesung Kwon, & Wonkook Kim. (2021). Generating Hard Examples for Pixel-Wise Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14. 9504–9517. 7 indexed citations

Wu, Zhenyu, et al.. (2019). Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach. 1201–1210. 52 indexed citations

Kwon, Heesung, et al.. (2019). Cooperative Learning for Multi-perspective Image Classification. 75–80. 2 indexed citations

Lee, Hyungtae, Sungmin Eum, & Heesung Kwon. (2018). Going deeper with CNN in malicious crowd event classification. 41–41. 1 indexed citations

Lee, Hyungtae, et al.. (2016). Joint Deep Exploitation of Semantic Keywords and Visual Features for Malicious Crowd Image Classification.. arXiv (Cornell University). 1 indexed citations

Gurram, Prudhvi, Heesung Kwon, & Charles E. Davidson. (2016). Coalition Game Theory-Based Feature Subspace Selection for Hyperspectral Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9(6). 2354–2364. 7 indexed citations

10.

Riggan, Benjamin S., et al.. (2016). Estimation of visible spectrum faces from polarimetric thermal faces. 1–7. 18 indexed citations

11.

Gurram, Prudhvi & Heesung Kwon. (2012). Kernel-based joint spectral and spatial exploitation using Hilbert space embedding for hyperspectral classification. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 8390. 83901R–83901R. 2 indexed citations

12.

Gurram, Prudhvi & Heesung Kwon. (2012). Sparse Kernel-Based Ensemble Learning With Fully Optimized Kernel Parameters for Hyperspectral Classification Problems. IEEE Transactions on Geoscience and Remote Sensing. 51(2). 787–802. 24 indexed citations

13.

Nasrabadi, Nasser M., et al.. (2006). Locating mines in SAR imagery using change detection methods. International Conference on Signal Processing. 24–29.

14.

Kwon, Heesung, et al.. (2006). Kernel matched subspace detectors for hyperspectral target detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(2). 178–194. 114 indexed citations

15.

Kwon, Heesung & Nasser M. Nasrabadi. (2005). Hyperspectral target detection using kernel orthogonal subspace projection. II–702. 4 indexed citations

16.

Kwon, Heesung & Nasser M. Nasrabadi. (2005). Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing. 43(2). 388–397. 638 indexed citations breakdown →

17.

Kwon, Heesung, et al.. (2004). Automated vehicle detection in forward-looking infrared imagery. Applied Optics. 43(2). 333–333. 17 indexed citations

18.

Kwon, Heesung, et al.. (2002). Very low bit rate video codec using variable blocksize entropy-constrained residual vector quantization. 2. 1460–1463. 1 indexed citations

19.

Kwon, Heesung, et al.. (2001). Multisensor target detection using adaptive feature-based fusion. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4379. 112–112. 1 indexed citations

20.

Kwon, Heesung, et al.. (1997). Very low bit-rate video coding using variable block-size entropy-constrained residual vector quantizers. IEEE Journal on Selected Areas in Communications. 15(9). 1714–1725. 3 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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