Prof. Sejung Yang Profile

Prof. Sejung Yang

Research Assistant Professor at Yonsei Univ

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Author

Publications (9)

Proceedings Article | 15 March 2023 Poster + Paper

Hundreds of label-free cells tracking method based on multi-scale region of interest

Sena Lee, Junghun Han, Hyunyoung Kang, Seungyeop Choi, Sang Woo Lee, Sejung Yang

Proceedings Volume 12383, 123830J (2023) https://doi.org/10.1117/12.2649574

KEYWORDS: Dielectrophoresis, Detection and tracking algorithms, Algorithm development, Education and training, Microfluidics, Deep learning, Motion analysis, Image processing, Electrical properties, Cancer detection

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Proceedings Article | 15 March 2023 Poster + Paper

Semantic knowledge distillation for conjunctival goblet cell segmentation

Seunghyun Jang, Kyungdeok Seo, Hyunyoung Kang, Seonghan Kim, Seungyoung Kang, Ki Hean Kim, Sejung Yang

Proceedings Volume 12383, 123830I (2023) https://doi.org/10.1117/12.2648170

KEYWORDS: Eye, Image segmentation, Deep learning

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Proceedings Article | 15 March 2023 Poster + Paper

An eye-tracking algorithm for nystagmus detection in videonystagmography based on convolutional neural networks

Yerin Lee, Sena Lee, Junghun Han, Hyeong Jun Wang, Young Joon Seo, Sejung Yang

Proceedings Volume 12360, 123600V (2023) https://doi.org/10.1117/12.2648640

KEYWORDS: Detection and tracking algorithms, Eye tracking, Convolutional neural networks, Video, Evolutionary algorithms, Education and training, Medicine, Infrared radiation, Eye models, Diagnostic tests

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Proceedings Article | 14 March 2023 Poster + Paper

Deep learning approach to transformer-based arrhythmia classification using scalogram of single-lead ECG

Ji Seung Ryu, Solam Lee, Young Jun Park, Yu-Seong Chu, Sena Lee, Seunghyun Jang, Seung-young Kang, Hyun Young Kang, Sejung Yang

Proceedings Volume 12355, 1235509 (2023) https://doi.org/10.1117/12.2648239

KEYWORDS: Electrocardiography, Arrhythmia, Transformers, Diagnostics, Deep learning, Medicine

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Proceedings Article | 14 March 2023 Poster + Paper

Wound image segmentation using deep convolutional neural network

Hyunyoung Kang, Kyungdeok Seo, Sena Lee, Byung Ho Oh, Sejung Yang

Proceedings Volume 12352, 123520F (2023) https://doi.org/10.1117/12.2649913

KEYWORDS: Machine learning, Image segmentation, Deep learning, Deep convolutional neural networks, Data modeling, Binary data, Education and training, Skin, Performance modeling, Overfitting

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Proceedings Article | 14 March 2023 Poster + Paper

Deep learning algorithms for predicting basement membrane involvement of acral lentiginous melanomas

B. Oh, Y. Chu, S. Lee, K. Chung, M. Roh, K. Seo, S. Yang

Proceedings Volume 12352, 123520D (2023) https://doi.org/10.1117/12.2648034

KEYWORDS: Melanoma, Deep learning, Skin cancer, Medicine, Medical research, Education and training, Dermatology, Data modeling, Medical imaging, Image analysis

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SPIE Journal Paper | 3 September 2015 Open Access

Estimation of multiexponential fluorescence decay parameters using compressive sensing

Sejung Yang, Joohyun Lee, Youmin Lee, Minyung Lee, Byung-Uk Lee

JBO, Vol. 20, Issue 09, 096003, (September 2015) https://doi.org/10.1117/12.10.1117/1.JBO.20.9.096003

KEYWORDS: Fluorescence lifetime imaging, Photon counting, Luminescence, Fluorescence resonance energy transfer, Image analysis, Biological research, Compressed sensing, Atrial fibrillation, Microscopy, Time correlated photon counting

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SPIE Journal Paper | 1 July 2009

Efficient transform using canonical signed digit in reversible color transforms

Sejung Yang, Byung-Uk Lee

JEI, Vol. 18, Issue 03, 033010, (July 2009) https://doi.org/10.1117/12.10.1117/1.3206966

KEYWORDS: RGB color model, Image processing, Binary data, Matrices, Computer programming, Solids, Electronics engineering, Color image processing, Digital watermarking, Algorithm development

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Proceedings Article | 19 January 2009 Paper

Color compensation of histogram equalized images

Hee-Won Lee, Sejung Yang, Byung-Uk Lee

Proceedings Volume 7241, 724111 (2009) https://doi.org/10.1117/12.805750

KEYWORDS: Cameras, Databases, Chromium, Image processing, Digital cameras, Human vision and color perception, Image enhancement, Image quality, Data modeling, Digital imaging

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Showing 5 of 9 publications

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