Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis

Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis

With advances in NanoSat (CubeSat) and high-resolution sensors, the amount of raw data to be analyzed by human supervisors has been explosively increasing for satellite image analysis. To reduce the raw data, the satellite onboard AI processing with low-power COTS (Commercial, Off-The-Shelf) HW has...

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Bibliographic Details
Main Authors: Taewoo Kim, Minsu Jeon, Changha Lee, Junsoo Kim, Geonwoo Ko, Joo-Young Kim, Chan-Hyun Youn
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
XAI
visual explanation
satellite image analysis
human-in-the-loop
Online Access:https://ieeexplore.ieee.org/document/9940296/

Internet

https://ieeexplore.ieee.org/document/9940296/

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