UP-Net: Uncertainty-supervised Parallel Network for Image Manipulation Localization

Image manipulation localization remains a hot topic due to its inherent semantic-independent nature and realistic needs. Virtually all localization studies are devoted to solving arbitrary tampering using multi-branch networks based on deep features or skip-connection structures based on full featur...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2023-11, Vol.33 (11), p.1-1
Hauptverfasser:	Xu, Dengyun, Shen, Xuanjing, Lyu, Yingda
Format:	Artikel
Sprache:	eng
Schlagworte:	attention-guided partial decoder Datasets Decoding Encoding generalization across datasets Image manipulation Interference Localization Location awareness Manipulation localization Robustness Semantics Uncertainty uncertainty-constrained loss supervision
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!