Jakeoung Koo

498 total citations · 2 hit papers
22 papers, 252 citations indexed

About

Jakeoung Koo is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Biomedical Engineering. According to data from OpenAlex, Jakeoung Koo has authored 22 papers receiving a total of 252 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Computer Vision and Pattern Recognition, 10 papers in Radiology, Nuclear Medicine and Imaging and 8 papers in Biomedical Engineering. Recurrent topics in Jakeoung Koo's work include Medical Imaging Techniques and Applications (7 papers), Advanced X-ray and CT Imaging (7 papers) and Radiation Dose and Imaging (5 papers). Jakeoung Koo is often cited by papers focused on Medical Imaging Techniques and Applications (7 papers), Advanced X-ray and CT Imaging (7 papers) and Radiation Dose and Imaging (5 papers). Jakeoung Koo collaborates with scholars based in South Korea, Denmark and Pakistan. Jakeoung Koo's co-authors include Habib Khan, Imad Rida, Habib Ullah Khan, Mi Young Lee, Inam Ullah, Mohammad Shabaz, Henning Friis Poulsen, Ulrik L. Olsen, Sushil Kumar Singh and Muhammad Islam and has published in prestigious journals such as IEEE Transactions on Image Processing, Information Fusion and Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment.

In The Last Decade

Jakeoung Koo

19 papers receiving 245 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.

Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset

2024 55 citations Habib Ullah Khan, Inam Ullah et al. Image and Vision Computing profile →
Bilateral Feature Fusion with hexagonal attention for robust saliency detection under uncertain environments

2025 17 citations Habib Khan, Jakeoung Koo et al. Information Fusion profile →

Peers

Jakeoung Koo

CVPR

RNMI

EEE

Zairan Li China

Harsh Agarwal India

M. Ramya India

Maheshi B. Dissanayake Sri Lanka

Sarifuddin Madenda Indonesia

Marwa Elpeltagy Egypt

Shilpa Sethi India

Abhishek Thakur India

Krzysztof Rzecki Poland

G. Indumathi India

Zairan Li China

Jakeoung Koo

104 ×1.2

CVPR

61 ×1.0

56 ×0.9

RNMI

41 ×1.1

11 ×0.4

EEE

Citations per year, relative to Jakeoung Koo Jakeoung Koo (= 1×) peers Zairan Li

Countries citing papers authored by Jakeoung Koo

Since Specialization

Citations

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

Fields of papers citing papers by Jakeoung Koo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jakeoung Koo

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

Khan, Habib, et al.. (2025). Bilateral Feature Fusion with hexagonal attention for robust saliency detection under uncertain environments. Information Fusion. 121. 103165–103165. 17 indexed citations breakdown →

Khan, Habib, et al.. (2025). HMPFormer: Hierarchical vision transformer with multi-perspective feature learning for precise polyp segmentation. Image and Vision Computing. 164. 105777–105777. 1 indexed citations

Khan, Habib, et al.. (2025). Lightweight transformer-driven multi-scale trapezoidal attention network for saliency detection. Engineering Applications of Artificial Intelligence. 155. 110917–110917. 12 indexed citations

Koo, Jakeoung, et al.. (2025). Enhancing SCADA Security Using Generative Adversarial Network. Journal of Cybersecurity and Privacy. 5(3). 73–73.

Khan, Habib Ullah, et al.. (2024). Visionary vigilance: Optimized YOLOV8 for fallen person detection with large-scale benchmark dataset. Image and Vision Computing. 149. 105195–105195. 55 indexed citations breakdown →

Khan, Habib, et al.. (2024). Attention enhanced machine instinctive vision with human-inspired saliency detection. Image and Vision Computing. 152. 105308–105308. 39 indexed citations

Khan, Habib Ullah, Zahoor Jan, Inam Ullah, et al.. (2024). A deep dive into AI integration and advanced nanobiosensor technologies for enhanced bacterial infection monitoring. Nanotechnology Reviews. 13(1). 26 indexed citations

Ullah, Inam, et al.. (2024). A comprehensive systematic literature review of ML in nanotechnology for sustainable development. Nanotechnology Reviews. 13(1). 12 indexed citations

Khan, Habib, et al.. (2024). Efficient Deepfake Detection via Layer-Frozen Assisted Dual Attention Network for Consumer Imaging Devices. IEEE Transactions on Consumer Electronics. 71(1). 281–291. 27 indexed citations

10.

Koo, Jakeoung, Abderrahim Halimi, & Stephen McLaughlin. (2024). Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging. 646–650.

11.

Koo, Jakeoung, et al.. (2023). Material classification using basis material decomposition from spectral X-ray CT. Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment. 1056. 168637–168637. 5 indexed citations

12.

Koo, Jakeoung, et al.. (2022). Material classification from sparse spectral X-ray CT using vectorial total variation based on L infinity norm. Materials Characterization. 187. 111864–111864. 9 indexed citations

13.

Koo, Jakeoung, Abderrahim Halimi, Aurora Maccarone, Gerald S. Buller, & Stephen McLaughlin. (2022). A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants. 2022 30th European Signal Processing Conference (EUSIPCO). 2 indexed citations

14.

Koo, Jakeoung, et al.. (2022). Significance of the spectral correction of photon counting detector response in material classification from spectral x-ray CT. Journal of Medical Imaging. 9(3). 34504–34504. 6 indexed citations

15.

Koo, Jakeoung, et al.. (2021). Shape from projections via differentiable forward projector for computed tomography. Ultramicroscopy. 224. 113239–113239. 5 indexed citations

16.

Koo, Jakeoung, Anders Bjorholm Dahl, & Vedrana Andersen Dahl. (2021). DALM, Deformable Attenuation-Labeled Mesh for Tomographic Reconstruction and Segmentation. IEEE Transactions on Computational Imaging. 7. 151–163. 3 indexed citations

17.

Koo, Jakeoung, et al.. (2020). System-independent material classification through X-ray attenuation decomposition from spectral X-ray CT. NDT & E International. 116. 102336–102336. 21 indexed citations

18.

Koo, Jakeoung, Bong-Soo Sohn, & Byung‐Woo Hong. (2017). Segmentation of Left Ventricle in Cardiac MRI via Contrast-Invariant Deformable Template. Journal of Medical Imaging and Health Informatics. 7(8). 1682–1688. 2 indexed citations

19.

Koo, Jakeoung, et al.. (2015). Joint estimation of motion and illumination change in a sequence of images. Journal of Electronic Imaging. 24(5). 53027–53027.

20.

Bennamoun, Mohammed, B. Boashash, & Jakeoung Koo. (2002). Optimal parameters for edge detection. 2. 1482–1488. 5 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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