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October, 17 (Thursday)
ThC1
Machine Learning for Remote Sensing Applications 3
Room C
09:00-10:30,
Chairs: 
  • Prof Youkyung Han (Kyungpook National University, Korea)
ThC1-1
09:00-09:15
Chlorophyll-a concentration retrieval using convolutional neural networks in Laguna Lake, Philippines
Muhammad Aldila Syariz1, Chao-Hung Lin1, Manh Van Nguyen1,4, Lalu Muhamad Jaelani2 and Ariel C. Blanco3 / 1National Cheng Kung University, China Taipei, 2Institut Teknologi Sepuluh Nopember, Indonesia, 3University of the Philippines, Philippines and 4Vietnam Academy of Science and Technology, Vietnam
Paper: ThC1-1.pdf
ThC1-2
09:15-09:30
Using fully convolutional networks and pleiades satellite imagery with pre-trained VGG-19 model to detect impervious surface in farmland
Wei Li and Chi-Kuei Wang / National Cheng Kung Univ., China Taipei
Paper: ThC1-2.pdf
ThC1-3
09:30-09:45
Mangroves change detection using support vector machine algorithm on google earth engine (a case study in part of gulf of bone, South Sulawesi, Indonesia)
William Krista Mahendra, Ilham Jamaluddin and Muhammad Kamal / Universitas Gadjah Mada, Indonesia
Paper: ThC1-3.pdf
ThC1-4
09:45-10:00
3D scene reconstruction from multi-view stereo images using machine learning
Ya-Chu Tsao and Pai-Hui Hsu / Nat. Taiwan Univ., China Taipei
Paper: ThC1-4.pdf
ThC1-5
10:00-10:15
Different deep learning approaches for single class-labeling: ship-detection application
Saziye Ozge Donmez, Dursun Zafer Seker and Cengizhan ?pbuker / Istanbul Technical University, Turkey
Paper: ThC1-5.pdf
ThC1-6
10:15-10:30
Deep learning based tropical cyclone intensity monitoring and forecasting
Juhyun Lee, Cheolhee Yoo, Dongjin Cho, Kyoungmin Kim and Jungho Im / Ulsan National Institute of Science and Technology, Korea
Paper: ThC1-6.pdf