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Showing results 1 to 17 of 17

Issue DateTitleAuthor(s)TypeView
2019-06A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite dataHan, Daehyeon; Lee, Juhyun; Im, Jungho; Sim, Seongmun; Lee, Sanggyun; Han, HyangsunARTICLE766
2022-01A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite ImageryBaek, You-Hyun; Moon, Il-Ju; Im, Jungho; Lee, JuhyunARTICLE231
2022-10An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared ChannelsShin, Yeji; Lee, Juhyun; Im, Jungho; Sim, SeongmunARTICLE104
2018-04-12Cyclogenesis recognition using communication, ocean, and meteorological satellite images and machine learning approachesSim, Seogmoon; Im, Jungho; Park, Myung-Sook; Lee, Myong-In; Lee, JuhyunCONFERENCE248
2019-07-31Deep learning-based monitoring and forecast of the intensity of tropical cyclonesIm, Jungho; Yoo, Cheolhee; Cho, Dongjin; Kim, Kyoungmin; Lee, Juhyun; Cha, Dong-Hyun; Au, Tsz-ChiuCONFERENCE446
2016-12-14Detection of centers of tropical cyclones through the synergistic use of geostationary and polar-orbiting satellite dataLee, Juhyun; Im, Jungho; Sim, Sungmoon; Park, Myungsook; Lee, Myong-InCONFERENCE196
2017-04-25Detection of centers of tropical cyclones using Communication, Ocean, and Meteorological Satellite dataLee, Juhyun; Im, Jungho; Park, Seohui; Yoo, CheolheeCONFERENCE236
2018-06-06Detection of Overshooting Tops over East Asia Using Himawari-8Park, Heami; Im, Jungho; Kim, Miae; Lee, JuhyunCONFERENCE339
2016-10-25Detection of tropical cyclone centers using satellite data and spatial metricsLee, Juhyun; Im, Jungho; Sim, Sungmoon; Lee, SanggyunCONFERENCE224
2016-10-15Detection of tropical cyclone centers using satellite data and spatial metricsLee, Juhyun; Im, Jungho; Sim, Sungmoon; Lee, SanggyunCONFERENCE200
2023-02Explainable deep learning-based characterization and forecasting of tropical cyclones through the synergistic fusion of satellite observations and numerical model dataIm, Jungho; Lee, JuhyunDoctoral thesis68
2018-05-11Monitoring of overshooting tops over East Asia using Himawari-8 data and machine learning approaches?Lee, Juhyun; Kim, Miae; Im, Jungho; Kang, YoojinCONFERENCE231
2018-11-06Monitoring of overshooting tops over East Asia using Himawari-8 satellite data and machine learningLee, Juhyun; Kim, Miae; Sim, Sungmoon; Im, JunghoCONFERENCE209
2018-04-13Monitoring of overshooting tops over East Asia using Himawari-8 satellite data and machine learning approachesLee, Juhyun; Kim, Miae; Im, Jungho; Lee, SanggyunCONFERENCE211
2020-10Multi-task learning based tropical cyclone intensity monitoring and forecasting through fusion of geostationary satellite data and numerical forecasting model outputLee, Juhyun; Yoo, Cheolhee; Im, Jungho; Shin, Yeji; Cho, DongjinARTICLE405
2021-08Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imageryLee, Juhyun; Kim, Miae; Im, Jungho; Han, Hyangsun; Han, DeahyeonARTICLE219
2020-01Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite DataLee, Juhyun; Im, Jungho; Cha, Dong-Hyun; Park, Haemi; Sim, SeongmunARTICLE659
Showing results 1 to 17 of 17

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