TH1.R13.3

CLASSIFICATION OF MULTIMISSION SAR IMAGES BASED ON PROBABILISTIC GRAPHICAL MODELS AND CONVOLUTIONAL NEURAL NETWORKS

Martina Pastorino, University of Genoa, Inria, Université Côte d’Azur, Italy; Gabriele Moser, Sebastiano B. Serpico, University of Genoa, Italy; Josiane Zerubia, Inria, Université Côte d’Azur, France

Session:
TH1.R13: Algorithms and Data Analysis of Multi-Frequency SAR Data for Scientific Downstream Applications I Oral

Track:
Community-Contributed Sessions

Location:
Room 105

Presentation Time:
Thu, 20 Jul, 08:54 - 09:06 Pacific Time (UTC -7)

Session Co-Chairs:
Deodato Tapete, Italian Space Agency (ASI) and Antonio Montuori, Italian Space Agency (ASI)
Session Manager:
Emmanuel Chinkaka
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Session TH1.R13
TH1.R13.1: ASI’S “MULTI-MISSION AND MULTI-FREQUENCY SAR” PROGRAM FOR ALGORITHMS DEVELOPMENT AND SAR DATA INTEGRATION: ACHIEVEMENTS AND FUTURE PERSPECTIVES
Deodato Tapete, Antonio Montuori, Fabrizio Lenti, Patrizia Sacco, Maria Virelli, Simona Zoffoli, Alessandro Coletta, Italian Space Agency (ASI), Italy
TH1.R13.2: New advances of the P-SBAS approach for the generation of SAOCOM-1 L-band DInSAR time-series
Claudio De Luca, Yenni Lorena Belen Roa, Manuela Bonano, Francesco Casu, Istituto per il Rilevamento Elettromagnetico dell'Ambiente (IREA), CNR, Napoli, Italy, Italy; Pablo Euillades, Leonardo Euillades, Conicet, Instituto CEDIAC, Facultad de Ingenierìa, Universidad Nac de Cuyo, Mendoza, Argentina, Italy; Marianna Franzese, Michele Manunta, Yasir Muhammad, Giovanni Onorato, Pasquale Striano, Ivana Zinno, Riccardo Lanari, Istituto per il Rilevamento Elettromagnetico dell'Ambiente (IREA), CNR, Napoli, Italy, Italy
TH1.R13.3: CLASSIFICATION OF MULTIMISSION SAR IMAGES BASED ON PROBABILISTIC GRAPHICAL MODELS AND CONVOLUTIONAL NEURAL NETWORKS
Martina Pastorino, University of Genoa, Inria, Université Côte d’Azur, Italy; Gabriele Moser, Sebastiano B. Serpico, University of Genoa, Italy; Josiane Zerubia, Inria, Université Côte d’Azur, France
TH1.R13.4: SAR DATA FOR MONITORING RAPIDLY CHANGING ECOSYSTEMS: AQUACULTURE AND URBANIZATION IN THE CẦN GIỜ MANGROVE BIOSPHERE RESERVE, SOUTH VIETNAM
Emiliana Valentini, National Research Council of Italy, Italy; Margherita Righini, Serena Sapio, Sara Liburdi, Valentina Cima, University School for Advanced Studies, Italy; Son V. Nghiem, NASA Jet Propulsion Laboratory, United States; Andrea Taramelli, University School for Advanced Studies, Italy
TH1.R13.5: EARTH OBSERVATION RETRIEVAL AND CLASSIFICATION ALGORITHMS FOR AGRICULTURE
Francesco Mattia, Anna Balenzano, Giuseppe Satalino, Francesco Lovergine, Italian National Council of Research (CNR), Italy; Davide Palmisano, Italian National Council of Research, Italy; Francesco Nutini, Mirco Boschetti, Giorgia Verza, Italian National Council of Research (CNR), Italy; Michele Rinaldi, Sergio Ruggieri, Angelo Pio De Santis, Francesco Ciavarella, Council for Agricultural Research and Analysis of Agricultural Economics (CREA), Italy; Vanessa Paredes Gómez, David Alfonso Nafria García, Instituto Tecnologico Agrario de Castilla y León (ITACyL), Spain; Deodato Tapete, Italian Space Agency (ASI), Italy
TH1.R13.6: INTEGRATION OF C, L AND X BANDS SAR DATA FOR SOIL MOISTURE RETRIEVAL OVER AGRICULTURAL AREAS (CLEXIDRA PROJECT)
Vittorio Gentile, Achille Ciappa, Maurizio Frezzotti, Alessia Tricomi, Luca Pietranera, e-GEOS, Italy; Giovanni Anconitano, Si Mokrane SIAD, Davide Comite, Nazzareno Pierdicca, Sapienza University of Rome, Italy; Cristina Vittucci, Lorenzo Giuliano Papale, Leila Guerriero, Tor Vergata University of Rome, Italy; Raffaele Casa, University of Tuscia, Italy; Donato Cillis, Maddalena Campi, IBF, Italy
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