Shape-Based Measures Improve Scene Categorization

Converging evidence indicates that deep neural network models that are trained on large datasets are biased toward color and texture information. Humans, on the other hand, can easily recognize objects and scenes from images as well as from bounding contours. Mid-level vision is characterized by the...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 4 vom: 04. März, Seite 2041-2053
1. Verfasser: Rezanejad, Morteza (VerfasserIn)
Weitere Verfasser: Wilder, John, Walther, Dirk B, Jepson, Allan D, Dickinson, Sven, Siddiqi, Kaleem
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article