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| 1 |
Deep Learning for Remote Sensing Applications
Lee, Moung-Jin;Lee, Won-Jin;Lee, Seung-Kuk;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1581-1587,
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| 2 |
A Review on Deep-learning-based Phase Unwrapping Technique for Synthetic Aperture Radar Interferometry
Baek, Won-Kyung;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1589-1605,
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| 3 |
Analysis of Spatial Correlation between Surface Temperature and Absorbed Solar Radiation Using Drone - Focusing on Cool Roof Performance -
Cho, Young-Il;Yoon, Donghyeon;Lee, Moung-Jin;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1607-1622,
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| 4 |
Detection of Marine Oil Spills from PlanetScope Images Using DeepLabV3+ Model
Kang, Jonggu;Youn, Youjeong;Kim, Geunah;Park, Ganghyun;Choi, Soyeon;Yang, Chan-Su;Yi, Jonghyuk;Lee, Yangwon;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1623-1631,
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| 5 |
Detection of Urban Trees Using YOLOv5 from Aerial Images
Park, Che-Won;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1633-1641,
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| 6 |
A Comparative Study on the Object Detection of Deposited Marine Debris (DMD) Using YOLOv5 and YOLOv7 Models
Park, Ganghyun;Youn, Youjeong;Kang, Jonggu;Kim, Geunah;Choi, Soyeon;Jang, Seonwoong;Bak, Suho;Gong, Shinwoo;Kwak, Jiwoo;Lee, Yangwon;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1643-1652,
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| 7 |
A Study on the GK2A/AMI Image Based Cold Water Detection Using Convolutional Neural Network
Park, Sung-Hwan;Kim, Dae-Sun;Kwon, Jae-Il;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1653-1661,
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| 8 |
The Performance Improvement of U-Net Model for Landcover Semantic Segmentation through Data Augmentation
Baek, Won-Kyung;Lee, Moung-Jin;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1663-1676,
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| 9 |
YOLOv5-based Chimney Detection Using High Resolution Remote Sensing Images
Yoon, Young-Woong;Jung, Hyung-Sup;Lee, Won-Jin;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1677-1689,
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| 10 |
Observation of Ice Gradient in Cheonji, Baekdu Mountain Using Modified U-Net from Landsat -5/-7/-8 Images
Lee, Eu-Ru;Lee, Ha-Seong;Park, Sun-Cheon;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1691-1707,
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| 11 |
Flood Mapping Using Modified U-NET from TerraSAR-X Images
Yu, Jin-Woo;Yoon, Young-Woong;Lee, Eu-Ru;Baek, Won-Kyung;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1709-1722,
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| 12 |
Landslide Susceptibility Mapping Using Deep Neural Network and Convolutional Neural Network
Gong, Sung-Hyun;Baek, Won-Kyung;Jung, Hyung-Sup;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1723-1735,
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| 13 |
Detection of Active Fire Objects from Drone Images Using YOLOv7x Model
Park, Ganghyun;Kang, Jonggu;Choi, Soyeon;Youn, Youjeong;Kim, Geunah;Lee, Yangwon;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1737-1741,
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| 14 |
Cloud Detection from Sentinel-2 Images Using DeepLabV3+ and Swin Transformer Models
Kang, Jonggu;Park, Ganghyun;Kim, Geunah;Youn, Youjeong;Choi, Soyeon;Lee, Yangwon;
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Korean Society of Remote Sensing
, v.38, no.6_2, pp.1743-1747,
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