Technical Program: Paper Detail || IEEE IGARSS 2023 || Pasadena, California, USA || 16

TU2.R13.3

EXPLORATIONS IN SELF-SUPERVISED LEARNING FOR CHANGE DETECTION

Srikumar Sastry, Aayush Dhakal, Washington University in St. Louis, United States; Benjamin Brodie, BlueHalo, United States; Subash Khanal, Nathan Jacobs, Washington University in St. Louis, United States

Session:

TU2.R13: Representation Learning in Remote Sensing II: Time Series, Change Detection, and Label Noise Oral

Location:

Room 105

Presentation Time:

Tue, 18 Jul, 10:39 - 10:51 Pacific Time (UTC -8)

Session Co-Chairs:

Marc Rußwurm, Ecole Polytechnique Federale de Lausanne and Begüm Demir, Technische Universität Berlin

Session Manager:

Ge Jiang

Session TU2.R13

TU2.R13.1: SELF-SUPERVISED SPATIO-TEMPORAL REPRESENTATION LEARNING OF SATELLITE IMAGE TIME SERIES

Iris Dumeur, Silvia Valero, Jordi Inglada, CESBIO, Université de Toulouse, CNES/CNRS/INRAe/IRD/UPS, France

TU2.R13.2: TEMPORALMIX FOR SELF-SUPERVISED LEARNING ON SATELLITE IMAGE TIME SERIES

Jules Bourcier, Preligens / Inria, France; Gohar Dashyan, Preligens, France; Karteek Alahari, Jocelyn Chanussot, Inria, France

TU2.R13.3: EXPLORATIONS IN SELF-SUPERVISED LEARNING FOR CHANGE DETECTION

TU2.R13.4: LABEL NOISE ROBUST IMAGE REPRESENTATION LEARNING BASED ON SUPERVISED VARIATIONAL AUTOENCODERS IN REMOTE SENSING

Gencer Sumbul, Begüm Demir, Technische Universität Berlin, Germany

TU2.R13.5: SEMI-SUPERVISED DEEP LEARNING REPRESENTATIONS IN EARTH OBSERVATION BASED FOREST MANAGEMENT

Oleg Antropov, Matthieu Molinier, VTT Technical Research Centre of Finland, Finland; Ridvan Salih Kuzu, German Aerospace Centre, Germany; Lloyd Hughes, Marc Rußwurm, Devis Tuia, Ecole Polytechnique Federale de Lausanne, Switzerland; Octavian Corneliu Dumitru, German Aerospace Centre, Germany; Shaojia Ge, Nanjing University of Science and Technology, China; Sudipan Saha, Indian Institute of Technology Delhi, India; Xiaoxiang Zhu, Technical University of Munich, Germany