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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR3.O-8.1

GRADIENT-BASED NMF METHODS FOR HYPERSPECTRAL UNMIXING ADDRESSING SPECTRAL VARIABILITY WITH A MULTIPLICATIVE-TUNING LINEAR MIXING MODEL

Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Agence Spatiale Algérienne, Centre des Techniques Spatiales, Algeria; Yannick Deville, Institut de Recherche en Astrophysique et Planétologie, France
Session:
Data Processing for Hyperspectral Unmixing and Target Detection
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Fri, 16 Jul, 12:25-12:40 (UTC)
Fri, 16 Jul, 14:25-14:40 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 20:25-20:40 China Standard Time (UTC +8)
Fri, 16 Jul, 08:25-08:40 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Stefania Matteoli, National Research Council (CNR) of Italy and Amanda Ziemann, Los Alamos National Laboratory
Session Manager:
Jordi Cortes
Presentation
Discussion
Resources
Session FR3.O-8
FR3.O-8.1: GRADIENT-BASED NMF METHODS FOR HYPERSPECTRAL UNMIXING ADDRESSING SPECTRAL VARIABILITY WITH A MULTIPLICATIVE-TUNING LINEAR MIXING MODEL
Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Agence Spatiale Algérienne, Centre des Techniques Spatiales, Algeria; Yannick Deville, Institut de Recherche en Astrophysique et Planétologie, France
FR3.O-8.2: HOW TO CONSTRUCT A DEEP NETWORK-BASED HYPERSPECTRAL TARGET DETECTOR? ----- A LSTM INSPIRED METHOD
Dehui Zhu, Bo Du, Liangpei Zhang, Wuhan University, China
FR3.O-8.3: MULTIPLE INSTANCE CONSTRAINED ENERGY MINIMIZATION FOR DISCRIMINATIVE HYPERSPECTRAL TARGET CHARACTERIZATION
Changzhe Jiao, Bo Yang, Jinjian Wu, Xidian University, China
FR3.O-8.4: LEARNING BASED ATMOSPHERIC COMPENSATION: RESULTS ON PRISMA DATA
Nicola Acito, University of Pisa, Italy; Marco Diani, Accademia Navale, Italy; Giovanni Corsini, University of Pisa, Italy
FR3.O-8.5: DYNAMIC UPDATE OF KRONECKER LEAST ANGLE REGRESSION FOR FAST UNMIXING OF HYPERSPECTRAL IMAGING DATA
Ahmed Elrewainy, Military Technical College, Egypt; Sherif Sherif, University of Manitoba, Canada
FR3.O-8.6: BAYESIAN DETECTION OF SOLID SUBPIXEL TARGETS
James Theiler, Los Alamos National Laboratory, United States; Stefania Matteoli, National Research Council (CNR), Italy; Amanda Ziemann, Los Alamos National Laboratory, United States

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