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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH3.O-8.2

IMPROVED CLASSIFICATION OF HIGH RESOLUTION REMOTE SENSING IMAGERY WITH DIFFERENTIAL MORPHOLOGICAL PROFILE NEURAL NETWORK

J. Alex Hurt, Trevor Bajkowski, Grant Scott, University of Missouri, United States
Session:
From Seabed to Space: A Journey through Advanced Object Detection and Recognition Methods
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 12:40-12:55 (UTC)
Thu, 15 Jul, 14:40-14:55 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 20:40-20:55 China Standard Time (UTC +8)
Thu, 15 Jul, 08:40-08:55 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Jorge Rodriguez, Universidad Nacional de Colombia and Marian-Daniel Iordache, Flemish Institute for Technological Research, Remote Sensing Department (VITO-TAP)
Session Manager:
Thien-Anh Nguyen
Presentation
Discussion
Resources
Session TH3.O-8
TH3.O-8.1: AUTOMATED DETECTION OF MALE EIDERS OVER MULTISPECTRAL AERIAL PHOTOGRAPHS
Ataollah Haddadi, A&L Canada Laboratories Inc., Canada; Brigitte Leblon, University of New Brunswick, Canada; Scott Gilliland, Matthew Mahoney, Environment and Climate Change Canada, Canada; Angela Douglas, Southern Gulf of St. Lawrence Coalition on Sustainability, Canada
TH3.O-8.2: IMPROVED CLASSIFICATION OF HIGH RESOLUTION REMOTE SENSING IMAGERY WITH DIFFERENTIAL MORPHOLOGICAL PROFILE NEURAL NETWORK
J. Alex Hurt, Trevor Bajkowski, Grant Scott, University of Missouri, United States
TH3.O-8.3: Haze Mitigation in High-Resolution Satellite Imagery using Enhanced Style-Transfer Neural Network and Normalization Across Multiple GPUs
Byung Park, Oak Ridge National Laboratory, United States; Somrita Chattopadhyay, Purdue University, United States; John Burgin, Oak Ridge National Laboratory, United States
TH3.O-8.4: AUTOMATIC DETECTION AND MAPPING OF ESPELETIA PLANTS FROM UAV IMAGERY
Jorge Rodriguez, Universidad Nacional de Colombia, Colombia; Ce Zhang, Lancaster University, United Kingdom; Ivan Lizarazo, Flavio Prieto, Universidad Nacional de Colombia, Colombia
TH3.O-8.5: EXPLAINABLE SYSTEMATIC ANALYSIS FOR SYNTHETIC APERTURE SONAR IMAGERY
Sarah Walker, Joshua Peeples, University of Florida, United States; Jeff Dale, James Keller, University of Missouri, United States; Alina Zare, University of Florida, United States
TH3.O-8.6: AUTOMATIC MAASAILAND BOMA MAPPING WITH DEEP NEURAL NETWORKS
Keli Cheng, University of Missouri, United States; Ilinca Popescu, Stanford University, United States; Lincoln Sheets, Grant Scott, University of Missouri, United States

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