Dr. Seung-Hoon Chae Profile

Dr. Seung-Hoon Chae

Senior Researcher at ETRI

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Publications (7)

Proceedings Article | 4 April 2022 Poster + Paper

CNN-based region-of-interest image reconstruction from truncated data in cone-beam CT

Kihong Son, Hyoeun Kim, Yurim Jang, Seunghoon Chae, Sooyeul Lee

Proceedings Volume 12031, 1203122 (2022) https://doi.org/10.1117/12.2611310

KEYWORDS: Image restoration, Image quality, Computed tomography, Image filtering, X-ray computed tomography, Data modeling, Reconstruction algorithms, Radiation effects, Machine learning, Diagnostics

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Proceedings Article | 27 March 2019 Paper

Deep convolutional neural network-based automated lesion detection in wireless capsule endoscopy

Yejin Jeon, Eunbyul Cho, Sehwa Moon, Seung-Hoon Chae, Hae Young Jo, Tae Oh Kim, Chang Mo Moon, Jang-Hwan Choi

Proceedings Volume 11050, 110501N (2019) https://doi.org/10.1117/12.2522159

KEYWORDS: RGB color model, Endoscopy, Neural networks, Data modeling, Image classification, Detection and tracking algorithms, Performance modeling, Intestine, Image processing, Medical research

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Proceedings Article | 27 March 2019 Paper

Noise reduction method in low-dose CT data combining neural networks and an iterative reconstruction technique

Dahim Choi, Juhee Kim, Seung-Hoon Chae, Jongduk Baek, Andreas Maier, Rebecca Fahrig, Hyun-Seok Park, Jang-Hwan Choi

Proceedings Volume 11050, 110500C (2019) https://doi.org/10.1117/12.2521445

KEYWORDS: Denoising, 3D modeling, Neural networks, Computed tomography, Image quality, Image filtering, Diagnostics, Performance modeling, 3D image processing, 3D image reconstruction

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Proceedings Article | 1 March 2019 Paper

Multidimensional noise reduction in C-arm cone-beam CT via 2D-based Landweber iteration and 3D-based deep neural networks

Dahim Choi, Juhee Kim, Seung-Hoon Chae, Byeongjoon Kim, Jongduk Baek, Andreas Maier, Rebecca Fahrig, Hyun-Seok Park, Jang-Hwan Choi

Proceedings Volume 10948, 1094837 (2019) https://doi.org/10.1117/12.2512723

KEYWORDS: Denoising, Computed tomography, 3D modeling, Image processing, Image filtering, 3D image processing, Image quality, Reconstruction algorithms, Neural networks, Nonlinear filtering

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Proceedings Article | 24 April 2018 Paper

Preliminary study on x-ray phase-contrast imaging with tilted-grid

Myung-Joon Kwack, Sooyeul Lee, Yoonseon Song, Seung-hoon Chae, Byung gyu Chae

Proceedings Volume 10711, 107111X (2018) https://doi.org/10.1117/12.2318257

KEYWORDS: X-rays, X-ray imaging, Phase measurement, Fourier transforms, Phase retrieval, Imaging systems, X-ray technology, Image retrieval, X-ray detectors, Phase contrast, Phase imaging

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Proceedings Article | 20 March 2015 Paper

Detection method of visible and invisible nipples on digital breast tomosynthesis

Seung-Hoon Chae, Ji-Wook Jeong, Sooyeul Lee, Eun Young Chae, Hak Hee Kim, Young-Wook Choi

Proceedings Volume 9413, 94132O (2015) https://doi.org/10.1117/12.2081527

KEYWORDS: Nipple, Breast, Digital breast tomosynthesis, Mammography, 3D image processing, Mammary gland, Breast cancer, Image processing, Medical research, 3D image reconstruction

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Proceedings Article | 20 March 2015 Paper

Simplified false-positive reduction in computer-aided detection scheme of clustered microcalcifications in digital breast tomosynthesis

Ji-Wook Jeong, Seung-Hoon Chae, Sooyeul Lee, Eun Young Chae, Hak Hee Kim, Young-Wook Choi

Proceedings Volume 9414, 941426 (2015) https://doi.org/10.1117/12.2081511

KEYWORDS: Digital breast tomosynthesis, Signal to noise ratio, Computer aided diagnosis and therapy, Breast, Mammography, Detection and tracking algorithms, Reconstruction algorithms, Medical research, 3D image reconstruction

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Showing 5 of 7 publications

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