A Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler

Understand

Image splice manipulation presents a severe challenge in today's society.

• With easy access to image manipulation tools, it is easier than ever to modify images that can mislead individuals, organizations or society.
• In this work, a novel, "Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler" has been proposed.
• It contains a unique "visually attentive multi-domain feature extractor" (VA-MDFE) that extracts attentional features from the RGB, edge and depth domains.