Junseok Kwon

2.9k total citations · 1 hit paper
81 papers, 1.9k citations indexed

About

Junseok Kwon is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Junseok Kwon has authored 81 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Computer Vision and Pattern Recognition, 16 papers in Artificial Intelligence and 10 papers in Aerospace Engineering. Recurrent topics in Junseok Kwon's work include Video Surveillance and Tracking Methods (43 papers), Advanced Vision and Imaging (22 papers) and Image Enhancement Techniques (19 papers). Junseok Kwon is often cited by papers focused on Video Surveillance and Tracking Methods (43 papers), Advanced Vision and Imaging (22 papers) and Image Enhancement Techniques (19 papers). Junseok Kwon collaborates with scholars based in South Korea, Switzerland and Belgium. Junseok Kwon's co-authors include Kyoung Mu Lee, Sungwoo Park, Dong Woo Park, Luc Van Gool, Sungmin Cho, You Jin Kim, Joongheon Kim, Radu Timofte, Dohyun Kim and Jin Hong and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and Expert Systems with Applications.

In The Last Decade

Junseok Kwon

75 papers receiving 1.9k citations

Hit Papers

Visual tracking decomposition 2010 2026 2015 2020 2010 250 500 750
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. Visual tracking decomposition
    2010 865 citations Junseok Kwon, Kyoung Mu Lee profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Junseok Kwon South Korea 16 1.8k 292 212 167 156 81 1.9k
Di Yuan China 22 1.3k 0.7× 529 1.8× 210 1.0× 153 0.9× 301 1.9× 56 1.6k
Yanghai Tsin United States 13 1.4k 0.8× 207 0.7× 183 0.9× 152 0.9× 110 0.7× 26 1.5k
Jérôme Berclaz Switzerland 11 1.6k 0.9× 262 0.9× 524 2.5× 223 1.3× 84 0.5× 15 1.8k
Steve Maybank United Kingdom 18 1.2k 0.7× 213 0.7× 299 1.4× 57 0.3× 34 0.2× 31 1.4k
Seungryong Kim South Korea 22 1.1k 0.6× 240 0.8× 191 0.9× 53 0.3× 21 0.1× 101 1.4k
Mingliang Gao China 17 685 0.4× 130 0.4× 302 1.4× 77 0.5× 58 0.4× 97 1.1k
Bin Yan China 12 606 0.3× 192 0.7× 89 0.4× 71 0.4× 100 0.6× 50 787

Countries citing papers authored by Junseok Kwon

Since Specialization
Citations

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

Fields of papers citing papers by Junseok Kwon

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junseok Kwon

This figure shows the co-authorship network connecting the top 25 collaborators of Junseok Kwon. A scholar is included among the top collaborators of Junseok 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 Junseok Kwon. Junseok Kwon 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.
2.
Kwon, Junseok, et al.. (2024). Geometry‐preserved image editing. Electronics Letters. 60(17).
3.
Park, Jisoo, et al.. (2024). SOTA: Sequential Optimal Transport Approximation for Visual Tracking in Wild Scenario. IEEE Access. 12. 177028–177037.
4.
Cho, Sungmin, et al.. (2023). Sampling based spherical transformer for 360 degree image classification. Expert Systems with Applications. 238. 121853–121853. 3 indexed citations
5.
Kwon, Junseok, et al.. (2023). Hierarchical Bidirected Graph Convolutions for Large-Scale 3-D Point Cloud Place Recognition. IEEE Transactions on Neural Networks and Learning Systems. 35(7). 9651–9662. 9 indexed citations
6.
Kwon, Junseok, et al.. (2023). Localized curvature-based combinatorial subgraph sampling for large-scale graphs. Pattern Recognition. 139. 109475–109475. 4 indexed citations
7.
Kwon, Junseok, et al.. (2023). End-to-end metric learning from corrupted images using triplet dimensionality reduction loss. Expert Systems with Applications. 238. 122064–122064. 2 indexed citations
8.
Kim, You Jin & Junseok Kwon. (2023). AttSec: protein secondary structure prediction by capturing local patterns from attention map. BMC Bioinformatics. 24(1). 183–183. 12 indexed citations
9.
Park, Sungwoo, et al.. (2022). Wasserstein distributional harvesting for highly dense 3D point clouds. Pattern Recognition. 132. 108978–108978. 3 indexed citations
10.
Park, Sungwoo & Junseok Kwon. (2021). Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data. International Conference on Machine Learning. 8381–8390. 1 indexed citations
11.
Park, Sungwoo, et al.. (2021). Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation. International Conference on Machine Learning. 8413–8421. 1 indexed citations
12.
Kwon, Junseok, et al.. (2021). Visual tracking using interactive factorial hidden Markov models. IET Signal Processing. 15(6). 365–374.
13.
Cho, Sungmin, et al.. (2021). Dog Noseprint Identification Algorithm. 798–800. 2 indexed citations
14.
Park, Sungwoo & Junseok Kwon. (2020). SphereGAN: Sphere Generative Adversarial Network Based on Geometric Moment Matching and its Applications. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(3). 1566–1580. 13 indexed citations
15.
Kwon, Junseok, et al.. (2019). Bidirectional Deep Residual learning for Haze Removal. Computer Vision and Pattern Recognition. 46–54. 2 indexed citations
16.
Kwon, Junseok. (2019). Robust visual tracking based on variational auto-encoding Markov chain Monte Carlo. Information Sciences. 512. 1308–1323. 11 indexed citations
17.
Kwon, Junseok, et al.. (2017). Visual Tracking by Reinforced Decision Making.. arXiv (Cornell University). 16 indexed citations
18.
Kwon, Junseok, et al.. (2017). Deep Meta Learning for Real-Time Visual Tracking based on Target-Specific Feature Space. arXiv (Cornell University). 4 indexed citations
19.
Kwon, Junseok & Kyoung Mu Lee. (2016). Adaptive Visual Tracking with Minimum Uncertainty Gap Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 39(1). 18–31. 10 indexed citations
20.
Kwon, Junseok & Kyoung Mu Lee. (2014). A Unified Framework for Event Summarization and Rare Event Detection from Multiple Views. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(9). 1737–1750. 22 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Di Yuan Breakdown of academic impact, for papers by Yanghai Tsin Breakdown of academic impact, for papers by Jérôme Berclaz Breakdown of academic impact, for papers by Steve Maybank Breakdown of academic impact, for papers by Seungryong Kim Breakdown of academic impact, for papers by Mingliang Gao Breakdown of academic impact, for papers by Bin Yan
Rankless by CCL
2026