FR2.P6.2
INTEGRATING GRAD-CAM-DRIVEN DISCRIMINATOR FOR IMPROVED MINERAL IDENTIFICATION AND INTERPRETABILITY IN MARTIAN HYPERSPECTRAL DATA
Priyanka Kumari, Sampriti Soor, Archana M Nair, Indian Institute of Technology Guwahati, India
Session:
FR2.P6: Hyperspectral Imaging for Planetary Exploration Oral
Track:
Remote Sensing of Planetary and other Celestial Bodies
Location:
Plaza: Room P6
Presentation Time:
Friday, 8 August, 10:45 - 11:00
Session Co-Chairs:
Mario Parente, University of Massachusetts Amherst and Sandeepan Dhoundiyal,
Session FR2.P6
FR2.P6.1: TOWARDS AUTOMATICALLY MAPPING MINERAL FORMING PROCESSES FROM CRISM HYPERSPECTRAL DATA: AUTOMATIC OPEN-SET MINERAL IDENTIFICATION
Sandeepan Dhoundiyal, Indian Institute of Technology Bombay, India; Malcolm Aranha, University of Oulu, Finland; Kalimuthu Rajendran, Moni Shankar Dey, Shashikant Singh, Debosmita Paul, Indian Institute of Technology Bombay, India; Arun P.V., Indian Institute of Information Technology Sri City, India; Guneshwar Thangjam, National Institute of Science Education and Research, India; Alok Porwal, Indian Institute of Technology Bombay, India
FR2.P6.2: INTEGRATING GRAD-CAM-DRIVEN DISCRIMINATOR FOR IMPROVED MINERAL IDENTIFICATION AND INTERPRETABILITY IN MARTIAN HYPERSPECTRAL DATA
Priyanka Kumari, Sampriti Soor, Archana M Nair, Indian Institute of Technology Guwahati, India
FR2.P6.3: A COMPARATIVE STUDY OF VARIOUS DEEP LEARNING ARCHITECTURES FOR 1D SPECTRAL CLASSIFICATION IN HYPERSPECTRAL IMAGING
Sampriti Soor, Priyanka Kumari, Arijit Sur, Indian Institute of Technology Guwahati, India; B. S. Daya Sagar, Indian Statistical Institute, Bangalore, India
FR2.P6.4: IMPROVING LABEL RELIABILITY IN MARTIAN HYPERSPECTRAL DATA: AN APPLICATION OF CONFIDENT LEARNING TO CRISM TRDR SPECTRA
Sampriti Soor, Priyanka Kumari, Arijit Sur, Indian Institute of Technology Guwahati, India; B. S. Daya Sagar, Indian Statistical Institute, India
FR2.P6.5: GAN BASED NON-LINEAR HYPERSPECTRAL UNMIXING USING PATCH TRANSFORMER ON CHANDRAYAAN-2 IIRS DATA
Soorya Suresh, Arun P V, IIIT Sri City, India; Alok Porwal, IIT Bombay, India
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