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

FR3.O-8: Data Processing for Hyperspectral Unmixing and Target Detection

Fri, 16 Jul, 12:25 - 13:55 (UTC)
Fri, 16 Jul, 14:25 - 15:55 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 20:25 - 21:55 China Standard Time (UTC +8)
Fri, 16 Jul, 08:25 - 09:55 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

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

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-8.1: GRADIENT-BASED NMF METHODS FOR HYPERSPECTRAL UNMIXING ADDRESSING SPECTRAL VARIABILITY WITH A MULTIPLICATIVE-TUNING LINEAR MIXING MODEL

FR3.O-8.2: HOW TO CONSTRUCT A DEEP NETWORK-BASED HYPERSPECTRAL TARGET DETECTOR? ----- A LSTM INSPIRED METHOD

FR3.O-8.3: MULTIPLE INSTANCE CONSTRAINED ENERGY MINIMIZATION FOR DISCRIMINATIVE HYPERSPECTRAL TARGET CHARACTERIZATION

FR3.O-8.4: LEARNING BASED ATMOSPHERIC COMPENSATION: RESULTS ON PRISMA DATA

FR3.O-8.5: DYNAMIC UPDATE OF KRONECKER LEAST ANGLE REGRESSION FOR FAST UNMIXING OF HYPERSPECTRAL IMAGING DATA

FR3.O-8.6: BAYESIAN DETECTION OF SOLID SUBPIXEL TARGETS

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