Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review

doi:10.1016/j.imavis.2025.105807

Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review

2025-11-12

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AI

S

Sotirios Papadopoulos *

E

Emmanouil Patsiouras

K

Konstantinos Ioannidis

DOI：10.1016/j.imavis.2025.105807

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Abstract

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• We cover the latest unsupervised object localization methods beyond prior surveys. • We include semantic labeling and instance separation - missing in earlier overviews. • We benchmark on diverse datasets with detailed implementation settings.

Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review

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