TU2.MMA: Image Feature Estimation Techniques
Tue, 19 Jul, 11:00 - 12:00 Malaysia Time (UTC +8)
Tue, 19 Jul, 05:00 - 06:00 Central European Time (UTC +2)
Tue, 19 Jul, 03:00 - 04:00 UTC
Mon, 18 Jul, 23:00 - 00:00 Eastern Time (UTC -4)
Location: Grand Ballroom 1/2
Session Type: Multimedia In-Person
Session Chair: David Huangal, University of Missouri
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

TU2.MMA.1: Evaluation of Road Segmentation Techniques on Visible and Infrared Low-Altitude UAS Imagery

David Huangal, Grant Scott, University of Missouri, United States; Stanton Price, Engineer Research and Development Center, United States

TU2.MMA.2: ANALYSING THE INTERACTIONS BETWEEN TRAINING DATASET SIZE, LABEL NOISE AND MODEL PERFORMANCE IN REMOTE SENSING DATA

Jonas Gütter, Julia Niebling, German Aerospace Center (DLR), Germany; Xiao Xiang Zhu, Data Science in Earth Observation (SiPEO), Technical University of Munich (TUM); German Aerospace Center (DLR), Germany

TU2.MMA.3: SEGMENTATION OF RAINFALL REGIMES BY MACHINE LEARNING ON A COLOCALIZED NEXRAD/SENTINEL-1 DATASET

Aurélien Colin, Ronan Fablet, Pierre Tandeo, IMT Atlantique, France; Charles Peureux, Romain Husson, Collecte Localisation Satellite, France

TU2.MMA.4: Beyond the Visible Pixels Using Semantic Amodal Segmentation in Remote Sensing Images

Osmar Luiz Carvalho, Osmar Abílio de Carvalho Júnior, Anesmar Albuquerque, Argélica Saiaka Luiz, Nickolas Santana, Dibio Borges, University of Brasília, Brazil

TU2.MMA.5: LEVERAGING CONVOLUTIONAL NEURAL NETWORKS FOR SEMANTIC SEGMENTATION OF GLOBAL FLOODS WITH PLANETSCOPE IMAGERY

Nicholas Leach, Philip Popien, Maxwell Goodman, Beth Tellman, Cloud to Street, United States

TU2.MMA.6: DOMAIN-AGNOSTIC DOMAIN ADAPTION FOR BUILDING FOOTPRINT EXTRACTION

Fahong Zhang, Yilei Shi, Xiaoxiang Zhu, Technique University of Munich, Germany

TU2.MMA.7: Pushing the Limits of Sentinel-2 for Building Footprint Extraction

Christian Ayala, Carlos Aranda, Tracasa Instrumental, Spain; Mikel Galar, Public University of Navarre, Spain

TU2.MMA.8: A ROBUST SUPERVISED METHOD TO ESTIMATE CHLOROPHYLL AB CONTENT FROM SPECTRAL REFLECTANCE.

Bikram Koirala, Paul Scheunders, University of Antwerp, Belgium

TU2.MMA.10: ANALYSIS OF SPECTRAL SIMULATION USING DIFFERENT SPECTRAL LIBRARIES

Tee-Ann Teo, Yu-Ju Fu, National Yang Ming Chiao Tung University, Taiwan

TU2.MMA.11: Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression

Chandrabali Karmakar, Mihai Datcu, German Aerospace Center, Germany; Ana Antunes, SmartRural S.L., Spain

TU2.MMA.12: SUREHYP: A PYTHON PACKAGE TO RETRIEVE SURFACE REFLECTANCE FROM HYPERION IMAGERY

Thomas Miraglio, Nicholas Coops, University of British Columbia, Canada

TU2.MMA.13: A DEEP LEARNING PERSPECTIVE TO ATMOSPHERIC CORRECTION OF SATELLITE IMAGES

Maitrik Shah, Mehul S Raval, Srikrishnan Divakaran, Ahmedabad University, India