Simultaneous Classification of Objects with Unknown Rejection (SCOUR) Using Infra-Red Sensor Imagery

Simultaneous Classification of Objects with Unknown Rejection (SCOUR) Using Infra-Red Sensor Imagery

Recognizing targets in infra-red images is an important problem for defense and security applications. A deployed network must not only recognize the known classes, but it must also reject any new or <i>unknown</i> objects without confusing them to be one of the known classes. Our goal i...

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Bibliographic Details
Main Authors: Adam Cuellar, Daniel Brignac, Abhijit Mahalanobis, Wasfy Mikhael
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
Subjects:
infra-red
ATR
target classification
unknown rejection
OOD
open-set recognition
Online Access:https://www.mdpi.com/1424-8220/25/2/492
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