Proposals Generation for Weakly Supervised Object Detection in Artwork Images

Proposals Generation for Weakly Supervised Object Detection in Artwork Images

Object Detection requires many precise annotations, which are available for natural images but not for many non-natural data sets such as artworks data sets. A solution is using Weakly Supervised Object Detection (WSOD) techniques that learn accurate object localization from image-level labels. Stud...

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Bibliographic Details
Main Authors: Federico Milani, Nicolò Oreste Pinciroli Vago, Piero Fraternali
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Journal of Imaging
Subjects:
weakly supervised learning
wsod
class activation maps
artworks
cultural heritage
Online Access:https://www.mdpi.com/2313-433X/8/8/215

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