CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency

Backpropagation image saliency aims at explaining model predictions by estimating model-centric importance of individual pixels in the input. However, class-insensitivity of the earlier layers in a network only allows saliency computation with low resolution activation maps of the deeper layers, res...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2021-06
Hauptverfasser:	Mohammad A A K Jalwana, Akhtar, Naveed, Bennamoun, Mohammed, Mian, Ajmal
Format:	Artikel
Sprache:	eng
Schlagworte:	Back propagation Cameras Image enhancement Mapping Salience
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!