IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

FR2.MM-9: Image Classification for Vegetation and Agriculture

Fri, 16 Jul, 11:00 - 12:10 (UTC)
Fri, 16 Jul, 13:00 - 14:10 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 19:00 - 20:10 China Standard Time (UTC +8)
Fri, 16 Jul, 07:00 - 08:10 Eastern Daylight Time (UTC -4)

Session Co-Chairs: Giovanni Laneve, Sapienza Università di Roma and Jun Li, Sun Yat-Sen University

Session Manager: Raj Kishore Parida

Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

FR2.MM-9.1: Exploring a Deep Convolutional Neural Network and GEOBIA for Automatic Recognition of Brazilian palm swamps (Veredas) using Sentinel-2 optical data

Hugo Bendini, National Institute for Space Research (INPE), Brazil; Leila Fonseca, National Institute for Space Research, Brazil; Raian Maretto, Universiteit Twente (UT), Netherlands; Bruno Matosak, Evandro Taquary, Philipe Simões, National Institute for Space Research, Brazil; Ricardo Haidar, Federal University of Tocantins, Brazil; Dalton Valeriano, National Institute for Space Research, Brazil

FR2.MM-9.2: Surveying Green Spaces in European Human Settlements at 30 m Sub-Pixel Level

Fei Xu, Ben Somers, KU Leuven, Belgium

FR2.MM-9.3: WOODLAND SEGMENTATION OF GAOFEN-6 REMOTE SENSING IMAGES BASED ON DEEP LEARNING

Yuanyuan Gui, Wei Li, Mengmeng Zhang, Beijing Institute of Technology, China; Anzhi Yue, Chinese Academy of Sciences, China

FR2.MM-9.4: DEMONSTRATION OF WILDFIRE DETECTION USING IMAGE CLASSIFICATION ONBOARD CUBESAT

Muhammad Hasif bin Azami, Necmi Cihan Orger, Victor Hugo Schulz, Kitsune Members, Mengu Cho, Kyushu Institute of Technology, Japan

FR2.MM-9.5: NEW APPROACH OF SAMPLE GENERATION AND CLASSIFICATION FOR WILDFIRE FUEL MAPPING ON HYPERSPECTRAL (PRISMA) IMAGE

Riyaaz Uddien Shaik, Giovanni Laneve, Lorenzo Fusilli, Sapienza Università di Roma, Italy

FR2.MM-9.6: TREE SPECIES MAPPING IN TROPICAL FORESTS USING HYPERSPECTRAL REMOTE SENSING AND MACHINE LEARNING

Anushree Badola, University of Alaska Fairbanks, United States; Hitendra Padalia, Indian Institute of Remote Sensing, ISRO, Dehradun, India; Mariana Belgiu, University of Twente, Netherlands; Prabhakar Alok Verma, Indian Institute of Remote Sensing, ISRO, Dehradun, India

FR2.MM-9.7: A DESCRIPTOR TO SEPARATE URBAN TARGETS WITH LARGE AZIMUTH ORIENTATION ANGLES FROM VEGETATION TARGETS IN POLSAR DATA

Dingfeng Duan, University of Electronic Science and Technology of China, China; Yong Wang, Hong Li, East Carolina University, United States