FR2.P6: Hyperspectral Imaging for Planetary Exploration
Friday, 8 August, 10:30 - 11:45
Location: Plaza: Room P6
Session Type: Oral
Session Co-Chairs: Mario Parente, University of Massachusetts Amherst and Sandeepan Dhoundiyal,
Track: Remote Sensing of Planetary and other Celestial Bodies
Fri, 8 Aug, 10:30 - 10:45

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
Fri, 8 Aug, 10:45 - 11:00

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
Fri, 8 Aug, 11:00 - 11:15

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
Fri, 8 Aug, 11:15 - 11:30

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
Fri, 8 Aug, 11:30 - 11:45

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