Mental imagery in explanations of visual object classification

Abstract

This paper investigates the integration of verbal and visual information in explanation, from a hybrid neuro-symbolic perspective. The effectiveness of explanations provided by human experts is known to be often enhanced by multiple representation techniques. The latter seem particularly suitable in explanations concerning high-level visual tasks involving both top-down reasoning and bottom-up perceptual processes.