Soonmin Hwang

1.8k total citations · 1 hit paper
18 papers, 1.2k citations indexed

About

Soonmin Hwang is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Media Technology. According to data from OpenAlex, Soonmin Hwang has authored 18 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 6 papers in Aerospace Engineering and 4 papers in Media Technology. Recurrent topics in Soonmin Hwang's work include Advanced Neural Network Applications (6 papers), Advanced Vision and Imaging (5 papers) and Video Surveillance and Tracking Methods (5 papers). Soonmin Hwang is often cited by papers focused on Advanced Neural Network Applications (6 papers), Advanced Vision and Imaging (5 papers) and Video Surveillance and Tracking Methods (5 papers). Soonmin Hwang collaborates with scholars based in South Korea, United States and India. Soonmin Hwang's co-authors include Yukyung Choi, In So Kweon, Nam Il Kim, Jaesik Park, Namil Kim, Jae Shin Yoon, Kibaek Park, Kyounghwan An, Seokju Lee and Sanghyun Woo and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, IEEE Sensors Journal and IEEE Robotics and Automation Letters.

In The Last Decade

Soonmin Hwang

17 papers receiving 1.2k citations

Hit Papers

Multispectral pedestrian detection: Benchmark dataset and... 2015 2026 2018 2022 2015 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. Multispectral pedestrian detection: Benchmark dataset and baseline
    2015 751 citations Soonmin Hwang, Jaesik Park et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Soonmin Hwang South Korea 10 1.0k 396 363 135 106 18 1.2k
Luís Salgado Spain 18 993 1.0× 204 0.5× 218 0.6× 304 2.3× 115 1.1× 89 1.2k
Xingyu Zeng Hong Kong 14 1.1k 1.1× 247 0.6× 113 0.3× 117 0.9× 287 2.7× 18 1.3k
Philip F. McLauchlan United Kingdom 14 1.0k 1.0× 333 0.8× 158 0.4× 242 1.8× 145 1.4× 32 1.3k
Junbo Yin China 13 729 0.7× 304 0.8× 69 0.2× 95 0.7× 114 1.1× 26 965
Xinxin Hu China 10 875 0.9× 182 0.5× 161 0.4× 68 0.5× 183 1.7× 23 1.1k
Jiaolong Xu Spain 13 681 0.7× 131 0.3× 126 0.3× 92 0.7× 210 2.0× 26 887
Jun-Wei Hsieh Taiwan 14 640 0.6× 83 0.2× 154 0.4× 96 0.7× 133 1.3× 53 779
Clément Godard United Kingdom 3 1.8k 1.7× 547 1.4× 724 2.0× 53 0.4× 64 0.6× 4 1.9k
Cédric Demonceaux France 20 1.0k 1.0× 715 1.8× 136 0.4× 88 0.7× 84 0.8× 89 1.3k
Vincent Frémont France 15 395 0.4× 228 0.6× 82 0.2× 158 1.2× 53 0.5× 61 682

Countries citing papers authored by Soonmin Hwang

Since Specialization
Citations

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

Fields of papers citing papers by Soonmin Hwang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Soonmin Hwang

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

All Works

18 of 18 papers shown
1.
Hwang, Soonmin, et al.. (2025). DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation. Proceedings of the AAAI Conference on Artificial Intelligence. 39(4). 4275–4283. 2 indexed citations
2.
Kim, Jiwon, et al.. (2024). UMHE: Unsupervised Multispectral Homography Estimation. IEEE Sensors Journal. 24(10). 17259–17268.
3.
4.
Hwang, Soonmin, et al.. (2023). Instant Domain Augmentation for LiDAR Semantic Segmentation. 9350–9360. 9 indexed citations
5.
6.
Kim, Namil, et al.. (2022). TransDSSL: Transformer Based Depth Estimation via Self-Supervised Learning. IEEE Robotics and Automation Letters. 7(4). 10969–10976. 25 indexed citations
7.
Woo, Sanghyun, et al.. (2019). Gated bidirectional feature pyramid network for accurate one-shot detection. Machine Vision and Applications. 30(4). 543–555. 19 indexed citations
8.
Choi, Yukyung, Namil Kim, Soonmin Hwang, et al.. (2018). KAIST Multi-Spectral Day/Night Data Set for Autonomous and Assisted Driving. IEEE Transactions on Intelligent Transportation Systems. 19(3). 934–948. 246 indexed citations
9.
Kim, Namil, Yukyung Choi, Soonmin Hwang, & In So Kweon. (2018). Multispectral Transfer Network: Unsupervised Depth Estimation for All-Day Vision. Proceedings of the AAAI Conference on Artificial Intelligence. 32(1). 29 indexed citations
10.
Choi, Yukyung, Nam Il Kim, Soonmin Hwang, & In-So Kweon. (2016). Thermal Image Enhancement using Convolution Neural Network. 1 indexed citations
11.
Choi, Yukyung, Namil Kim, Soonmin Hwang, & In So Kweon. (2016). Thermal Image Enhancement using Convolutional Neural Network. 223–230. 93 indexed citations
12.
Hwang, Soonmin, Nam Il Kim, Yukyung Choi, Seokju Lee, & In So Kweon. (2016). Fast multiple objects detection and tracking fusing color camera and 3D LIDAR for intelligent vehicles. 234–239. 28 indexed citations
13.
Yoon, Jae Shin, Kibaek Park, Soonmin Hwang, et al.. (2016). Thermal-infrared based drivable region detection. 978–985. 12 indexed citations
14.
Hwang, Soonmin, Jaesik Park, Nam Il Kim, Yukyung Choi, & In So Kweon. (2015). Multispectral pedestrian detection: Benchmark dataset and baseline. 1037–1045. 751 indexed citations breakdown →
15.
Kim, Nam Il, Yukyung Choi, Soonmin Hwang, et al.. (2015). Geometrical calibration of multispectral calibration. 14 indexed citations
16.
Kim, Nam Il, Yukyung Choi, Soonmin Hwang, & In So Kweon. (2015). Artrieval: Painting retrieval without expert knowledge. 10. 1339–1343. 1 indexed citations
17.
Hwang, Soonmin, Yukyung Choi, Nam Il Kim, et al.. (2015). Low-Cost Synchronization for Multispectral Cameras. 435–436. 5 indexed citations
18.
Hwang, Soonmin & Dong‐Joong Kang. (2010). A Shadow Region Suppression Method using Intensity Projection and Converting Energy to Improve the Performance of Probabilistic Background Subtraction. Journal of Institute of Control Robotics and Systems. 16(1). 69–76. 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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