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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
A novel convolution transformer-based network for histopathology-image classification using adaptive convolution and dynamic attention

Mahmood, Tahir; Wahid, Abdul; Hong, Jin Seong; Kim, Seung Gu; Park, Kang Ryoung

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.135, pp 1 - 15PublisherElsevier Ltd
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
Artificial Intelligence-Based Tissue Phenotyping in Colorectal Cancer Histopathology Using Visual and Semantic Features Aggregationopen access

Mahmood, Tahir; Kim, Seung Gu; Koo, Ja Hyung; Park, Kang Ryoung

ArticleIssue Date2022CitationMathematics, v.10, no.11, pp 1 - 24PublisherMDPI
SCIESCOPUS
Convolutional self-attention with adaptive channel-attention network for obstructive sleep apnea detection using limited training dataopen access

Ullah, Nadeem; Sultan, Haseeb; Hong, Jin Seong; Kim, Seung Gu; Akram, Rehan; Park, Kang Ryoung

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.156, pp 1 - 14PublisherElsevier Ltd
SCIESCOPUS
Crop and Weed Segmentation and Fractal Dimension Estimation Using Small Training Data in Heterogeneous Data Environmentopen access

Akram, Rehan; Hong, Jin Seong; Kim, Seung Gu; Sultan, Haseeb; Usman, Muhammad; Gondal, Hafiz Ali Hamza; Tariq, Muhammad Hamza; Ullah, Nadeem; Park, Kang Ryoung

ArticleIssue Date2024CitationFractal and Fractional, v.8, no.5, pp 1 - 29PublisherMDPI
SCIESCOPUS
DCDA-Net: Dual-convolutional dual-attention network for obstructive sleep apnea diagnosis from single-lead electrocardiogramsopen access

Ullah, Nadeem; Mahmood, Tahir; Kim, Seung Gu; Nam, Se Hyun; Sultan, Haseeb; Park, Kang Ryoung

ArticleIssue Date2023CitationEngineering Applications of Artificial Intelligence, v.123, pp 1 - 21PublisherElsevier 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
Dilated multilevel fused network for virus classification using transmission electron microscopy images

Usman, Muhammad; Sultan, Haseeb; Hong, Jin Seong; Kim, Seung Gu; Akram, Rehan; Gondal, Hafiz Ali Hamza; Tariq, Muhammad Hamza; Park, Kang Ryoung

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.138, pp 1 - 22PublisherElsevier Ltd
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 Dimension and Segmentation of Brain Tumor with Parallel Features Aggregation Networkopen access

Sultan, Haseeb; Ullah, Nadeem; Hong, Jin Seong; Kim, Seung Gu; Lee, Dong Chan; Jung, Seung Yong; Park, Kang Ryoung

ArticleIssue Date2024CitationFractal and Fractional, v.8, no.6, pp 1 - 41PublisherMDPI
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
INF-GAN: Generative Adversarial Network for Illumination Normalization of Finger-Vein Imagesopen access

Hong, Jin Seong; Choi, Jiho; Kim, Seung Gu; Owais, Muhammad; Park, Kang Ryoung

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.20PublisherMDPI
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
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
Restoration of Motion Blurred Image by Modified DeblurGAN for Enhancing the Accuracies of Finger-Vein Recognitionopen access

Choi, Jiho; Hong, Jin Seong; Owais, Muhammad; Kim, Seung Gu; Park, Kang Ryoung

ArticleIssue Date2021CitationSENSORS, v.21, no.14PublisherMDPI
SCIESCOPUS
RMOBF-Net: Network for the Restoration of Motion and Optical Blurred Finger-Vein Images for Improving Recognition Accuracyopen access

Choi, Jiho; Hong, Jin Seong; Kim, Seung Gu; Park, Chanhum; Nam, Se Hyun; Park, Kang Ryoung

ArticleIssue Date2022CitationMathematics, v.10, no.21, pp 1 - 42PublisherMDPI
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