Search Results for author: Jaemin Son

Found 7 papers, 3 papers with code

Character decomposition to resolve class imbalance problem in Hangul OCR

1 code implementation12 Aug 2022 Geonuk Kim, Jaemin Son, Kanghyu Lee, Jaesik Min

As the total number of the characters could overwhelm the capacity of a neural network, the existing OCR encoding methods pre-define a smaller set of characters that are frequently used.

Optical Character Recognition

ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images

no code implementations16 Feb 2022 Huihui Fang, Fei Li, Huazhu Fu, Xu sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenole Quellec, Sarah Matta, Sharath M Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, Ching-Wei Wang, Shih-Chang Lo, José Ignacio Orlando, Hrvoje Bogunović, Xiulan Zhang, Yanwu Xu, iChallenge-AMD study group

The ADAM challenge consisted of four tasks which cover the main aspects of detecting and characterizing AMD from fundus images, including detection of AMD, detection and segmentation of optic disc, localization of fovea, and detection and segmentation of lesions.

Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks

2 code implementations28 Jun 2017 Jaemin Son, Sang Jun Park, Kyu-Hwan Jung

Retinal vessel segmentation is an indispensable step for automatic detection of retinal diseases with fundoscopic images.

Retinal Vessel Segmentation

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