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SCIESCOPUS
A Blind Few-Shot Learning for Multimodal-Biological Signals with Fractal Dimension Estimationopen access

Ullah, Nadeem; Kim, Seung Gu; Kim, Jung Soo; Jeong, Min Su; Park, Kang Ryoung

ArticleIssue Date2025CitationFractal and Fractional, v.9, no.9, pp 1 - 18PublisherMDPI
SCIESCOPUS
A lightweight hierarchical feature fusion network for surgical instrument segmentation in internet of medical thingsopen access

Mahmood, Tahir; Batchuluun, Ganbayar; Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2025CitationInformation Fusion, v.123, pp 1 - 18PublisherELSEVIER
SCIESCOPUS
Artificial Intelligence-Based Segmentation and Classification of Plant Images with Missing Parts and Fractal Dimension Estimationopen access

Batchuluun, Ganbayar; Kim, Seung Gu; Kim, Jung Soo; Mahmood, Tahir; Park, Kang Ryoung

ArticleIssue Date2024CitationFractal and Fractional, v.8, no.11, pp 1 - 33PublisherMDPI
SCIESCOPUS
Attention-Driven and Hierarchical Feature Fusion Network for Crop and Weed Segmentation with Fractal Dimension Estimationopen access

Akram, Rehan; Kim, Jung Soo; Jeong, Min Su; Gondal, Hafiz Ali Hamza; Tariq, Muhammad Hamza; Irfan, Muhammad; Park, Kang Ryoung

ArticleIssue Date2025CitationFractal and Fractional, v.9, no.9, pp 1 - 41PublisherMDPI
SCIESCOPUS
Deep Learning-Based Detection of Human Blastocyst Compartments with Fractal Dimension Estimationopen access

Arsalan, Muhammad; Haider, Adnan; Hong, Jin Seong; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2024CitationFractal and Fractional, v.8, no.5, pp 1 - 16PublisherMDPI
SCIESCOPUS
Deep learning-based image outpainting of finger-vein imageopen access

Kim, Jun Seo; Hong, Jin Seong; Kim, Jung Soo; Jeong, Seong In; Lim, Seok Jun; Jang, Won Ho; Park, Kang Ryoung

ArticleIssue Date2026CitationExpert Systems with Applications, v.307, pp 1 - 41PublisherElsevier Ltd
SCIESCOPUS
Deep learning-based restoration of multi-degraded finger-vein image by non-uniform illumination and noiseopen access

Hong, Jin Seong; Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.133, no.Part A, pp 1 - 28PublisherElsevier Ltd
SCIESCOPUS
Deep learning-based restoration of nonlinear motion blurred images for plant classification using multi-spectral images

Batchuluun, Ganbayar; Hong, Jin Seong; Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2024CitationApplied Soft Computing, v.162, pp 1 - 16PublisherElsevier BV
SCIESCOPUS
Estimation of Fractal Dimension and Detection of Fake Finger-Vein Images for Finger-Vein Recognitionopen access

Kim, Seung Gu; Hong, Jin Seong; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2024CitationFractal and Fractional, v.8, no.11, pp 1 - 32PublisherMDPI
SCIESCOPUS
Estimation of Fractal Dimensions and Classification of Plant Disease with Complex Backgroundsopen access

Tariq, Muhammad Hamza; Sultan, Haseeb; Akram, Rehan; Kim, Seung Gu; Kim, Jung Soo; Usman, Muhammad; Gondal, Hafiz Ali Hamza; Seo, Juwon; Lee, Yong Ho; Park, Kang Ryoung

ArticleIssue Date2025CitationFractal and Fractional, v.9, no.5, pp 1 - 36PublisherMDPI
SCIESCOPUS
FGFNet: Fourier Gated Feature-Fusion Network with Fractal Dimension Estimation for Robust Palm-Vein Spoof Detectionopen access

Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2025CitationFractal and Fractional, v.9, no.8, pp 1 - 38PublisherMDPI
SCIESCOPUS
LRFID-Net: A Local-Region-Based Fake-Iris Detection Network for Fake Iris Images Synthesized by a Generative Adversarial Networkopen access

Kim, Jung Soo; Lee, Young Won; Hong, Jin Seong; Kim, Seung Gu; Batchuluun, Ganbayar; Park, Kang Ryoung

ArticleIssue Date2023CitationMathematics, v.11, no.19, pp 1 - 34PublisherMDPI
SCIESCOPUS
Ocular Biometrics with Low-Resolution Images Based on Ocular Super-Resolution CycleGANopen access

Lee, Young Won; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2022CitationMathematics, v.10, no.20, pp 1 - 30PublisherMDPI
SCIESCOPUS
Parallel-wise global and local attention vision transformer-based generative adversarial network using fourier transform loss for generating fake iris imageopen access

Kim, Jung Soo; Hong, Jin Seong; Kim, Seung Gu; Park, Kang Ryoung

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.155, pp 1 - 23PublisherElsevier Ltd
SCIESCOPUS
Segmentation-Based Classification of Plants Robust to Various Environmental Factors in South Korea with Self-Collected Databaseopen access

Batchuluun, Ganbayar; Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2025CitationHorticulturae, v.11, no.7, pp 1 - 28PublisherMDPI
SCIESCOPUS
Stochastic Yet Precise: Memristor Crossbar Arrays Enabling Robust In-Memory Computing, Hardware Security, and Generative Adversarial Networkopen access

Na, Hyesung; Kim, Jung Soo; Kim, Gimun; Choi, Jaewoo; Park, Kang Ryoung; Kim, Sungjun

ArticleIssue Date2025CitationAdvanced Functional MaterialsPublisherWiley-VCH GmbH
SCIESCOPUS
Synthetic generation of finger-vein region by feature fusion-based enhanced U-transformer for finger-vein recognitionopen access

Hong, Jin Seong; Kim, Seung Gu; Kim, Jung Soo; Park, Kang Ryoung

ArticleIssue Date2026CitationInformation Fusion, v.126, pp 1 - 24PublisherElsevier B.V.
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