17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TH7.V16.2

A CHANGEPOINT METHOD FOR OPEN-WORLD NOVELTY DETECTION

Matthew McLure, David Musliner, Smart Information Flow Technologies (SIFT), United States
Session:
Novelty Detection and Lifelong Learning for Robust Performance Under Ever-Changing Conditions (Part 1) Oral Virtual
Track:
Invited Sessions
Location:
Virtual Room 16
Presentation Time:
Thu, 21 Jul, 23:30 - 23:45 Malaysia Time (UTC +8)
Thu, 21 Jul, 17:30 - 17:45 Central European Time (UTC +1)
Thu, 21 Jul, 15:30 - 15:45 UTC
Thu, 21 Jul, 11:30 - 11:45 Eastern Time (UTC -5)
Session Co-Chairs:
Katarina Doctor, Naval Research Laboratory and Gabriele Cavallaro, Forschungszentrum Jülich
Session Manager:
Woan Shiang Lee
Presentation
Discussion
Resources
No resources available.
Session TH7.V16
TH7.V16.1: Novelty Detection in Remote Sensing Imagery
Dawei Du, Christopher Funk, Anthony Hoogs, Kitware, Inc, United States
TH7.V16.2: A CHANGEPOINT METHOD FOR OPEN-WORLD NOVELTY DETECTION
Matthew McLure, David Musliner, Smart Information Flow Technologies (SIFT), United States
TH7.V16.3: GUIDING FIELD EXPLORATION ON EARTH AND MARS WITH OUTLIER DETECTION
Hannah Kerner, University of Maryland, United States; Jacob Adler, Georgia Institute of Technology, United States
TH7.V16.4: SELF-SUPERVISED REPRESENTATION LEARNING ENHANCES BROAD AREA SEARCH IN MULTI-TEMPORAL SATELLITE IMAGERY
Thomas Stephens, Anthony Polakiewicz, Rose Colangelo, Mario Aguilar-Simon, Teledyne Scientific and Imaging, LLC, United States; Isaac Corley, Adrian Gould, David McVicar, Carlos Torres, BlackSky Geospatial Solutions, Inc, United States
TH7.V16.5: Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification
Qingsong Xu, Yilei Shi, Technical University of Munich, Germany; Xiaoxiang Zhu, Technical University of Munich; German Aerospace Center (DLR), Germany