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1 June 2020 Super-resolution image generation for improvement of orbital thin bone segmentation
Hee Rim Yun, Min Jin Lee, Helen Hong, Kyu Won Shim
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Proceedings Volume 11515, International Workshop on Advanced Imaging Technology (IWAIT) 2020; 115150O (2020) https://doi.org/10.1117/12.2566253
Event: International Workshop on Advanced Imaging Technologies 2020 (IWAIT 2020), 2020, Yogyakarta, Indonesia
Abstract
We generate super-resolution orbital bone CT images using 3D SRGAN network to improve the accuracy of segmentation of thin bones with large slice thickness. Our method consists of data preparation and super-resolution thin bone image generation. Experimental results show that the generated super-resolution images using 3D SRGAN are clearly observed in thin bone areas and are more similar to the original high resolution images than other images using bilinear and bicubic interpolations.
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Hee Rim Yun, Min Jin Lee, Helen Hong, and Kyu Won Shim "Super-resolution image generation for improvement of orbital thin bone segmentation", Proc. SPIE 11515, International Workshop on Advanced Imaging Technology (IWAIT) 2020, 115150O (1 June 2020); https://doi.org/10.1117/12.2566253
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KEYWORDS
Bone
Image segmentation
Super resolution
Computed tomography
3D image processing
Image quality
Image resolution
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