Subjective Performance Assessment Protocol for Visual Explanations-based Face Verification Explainability
Naima Bousnina,
João Ascenso,
Paulo Lobato Correia
et al.
Abstract:The integration of Face Verification (FV) systems into multiple critical moments of daily life has become increasingly prevalent, raising concerns regarding the transparency and reliability of these systems. Consequently, there is a growing need for FV explainability tools to provide insights into the behavior of these systems. FV explainability tools that generate visual explanations, e.g., saliency maps, heatmaps, contour-based visualization maps, and face segmentation maps show promise in enhancing FV trans… Show more
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