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October, 17 (Thursday)
ThC2
Machine Learning for Remote Sensing Applications 4
Room C
11:00-12:15,
Chairs: 
  • Prof No-Wook Park (INHA University, Korea)
  • Prof. TASKIN KAVZOGLU (Gebze Technical University, Turkey)
ThC2-1
11:00-11:15
Agricultural crop type mapping using object-based image analysis with advanced ensemble learning algorithms
Taskin Kavzoglu, Ismail Colkesen and Hasan Tonbul / Gebze Technical University, Turkey
Paper: ThC2-1.pdf
ThC2-2
11:15-11:30
Automatic discriminative feature extraction using convolutional neural network for remote sensing image classification
Akhtar Jamil1 and Bulent Bayram2 / 1Istanbul Sabahattin Zaim University, Turkey and 2Yildiz Technical University, Turkey
Paper: ThC2-2.pdf
ThC2-3
11:30-11:45
Comparison of google earth engine (GEE)-based machine learning classifiers for mangrove mapping
Muhammad Kamal, Ilham Jamaluddin, Artha Parela and Nur Mohammad Farda / Universitas Gadjah Mada, Indonesia
Paper: ThC2-3.pdf
ThC2-4
11:45-12:00
Deep learning based pansharpening using a laplacian pyramid
Doyoung Jeong and Yongil Kim / Seoul National Univ., Korea
Paper: ThC2-4.pdf
ThC2-5
12:00-12:15
Building footprint extraction from very high resolution satellite images: a comparison of object-based image analysis and deep reinforcement convolutional neural networks
Rudolph Joshua Candare, Rolyn Daguil and Jaymer Jayoma / Caraga State University, Philippines
Paper: ThC2-5.pdf