Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description

Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description

This article studies remote sensing image retrieval using kernel-based support vector data description (SVDD). We exploit deep SVDD, which is a well-known method for one-class classification to recover the most relevant samples from the archive. To this end, a deep neural network (DNN) is jointly tr...

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Bibliographic Details
Main Authors: Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Deep neural network (DNN)
deep support vector data description (SVDD)
EuroSAT
one-class classification
query by example in earth observation
remote sensing (RS) image retrieval
Online Access:https://ieeexplore.ieee.org/document/10003647/

Internet

https://ieeexplore.ieee.org/document/10003647/

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