CIRFA is at the IGARSS conference

CIRFA researchers are presenting their work at the 2020 IEEE International Geoscience and Remote Sensing Symposium. The conference runs from September 26 – October 2 on a virtual platform. CIRFA is represented with eight contributions.

Katalin Blix: MACHINE LEARNING CLASSIFICATION, FEATURE RANKING AND REGRESSION FOR WATER QUALITY PARAMETERS RETRIEVAL IN VARIOUS OPTICAL WATER TYPES FROM HYPER-SPECTRAL OBSERVATIONS
Session: MO2.R8: Ocean Biology, Temperature and Salinity
Date & Time: 28 Sept., 16:40-16:50 (UTC+2)
Format: Talk
Link to the abstract

Artem Moiseev, Harald Johnsen, Johnny Johannessen: RETRIEVING OCEAN SURFACE CURRENTS FROM THE SENTINEL-1 DOPPLER SHIFT OBSERVATIONS: A CASE STUDY OF THE NORWEGIAN COASTAL CURRENT

Session: TU1.R8.7: Ocean Surface Winds and Currents I
Date & Time: 29 Sept., 15:00-15:10 (UTC+2)
Format: Talk
Link to the abstract

Katalin Blix, Martine M. Espeseth and Torbjørn Eltoft: Comparison of Machine Learning Methods for predicting Quad-Polarimetric parameters from Dual-Polarimetric SAR data
Session: TU1.R16: POLSAR Analytic Techniques
Date & Time: 29 Sept., 15:50-16:00 (UTC+2)
Format: Poster
Link to the abstract

Muhammad Asim: OCEAN COLOR NET (OCN) FOR THE BARENTS SEA

Session: FR1.R8.7: Ocean Biology, Temperature and Salinity, Altimetry and Coastal Zone

Date and Time: Fri, 02 Oct, 15:00 – 15:10 (UTC +2)

Format: Talk

Link to the abstract

Andrea Marinoni: ON THE OPTIMAL DESIGN OF CONVOLUTIONAL NEURAL NETWORKS FOR EARTH OBSERVATION DATA ANALYSIS BY MAXIMIZATION OF INFORMATION EXTRACTION

Session: WE2.R7.6: Incorporating Physics into Deep Learning
Date & Time: 02 Oct, 17:30 – 17:40 (UTC+2)
Format: Talk
Link to the abstract

Andrea Marinoni: ADDRESSING RELIABILITY OF MULTIMODAL REMOTE SENSING TO ENHANCE MULTISENSOR DATA FUSION AND TRANSFER LEARNING

Session: FR1.R7.2: Data Fusion: The AI Era
Date & Time: 02 Oct, 14:20 – 14:30 (UTC+2)
Format: Talk
Link to the abstract

Anca Cristea: TOWARDS AUTOMATIC DETECTION OF DARK FEATURES IN THE BARENTS SEA USING SYNTHETIC APERTURE RADAR
Session: FR1.R14: Target Detection and Localization
Date & Time: 2 Oct., 15:10-15:20 (UTC+2)
Format: Talk
Link to the abstract

Wolfgang Dierking and Malcolm Davidson: ENHANCED SEA ICE MONITORING AT L- AND C-BANDS USING ROSE-L AND SENTINEL-1 Session: FR2.R15.2: Copernicus C- and L- band SAR Missions
Date & Time: 02 Oct, 16:30 – 18:30 (UTC+2)
Format: Talk
Link to the abstract