Abstract: A method of generating a first image, the method including, for each second image of a set of second images representative of an object, obtaining an information representative of a shape of the object; clustering the second images into a plurality of clusters according to the information; for each cluster of the plurality of clusters, generating the first image using the information associated with each second image of the cluster, the first image being representative of the cluster. A corresponding device is also recited.

Abstract: A method and device for synthesizing a first face in a first image, by determining a first occluded part of the first face that is occluded by an occluding object; determining a first visible part of the first face from the first occluded part; calculating first attributes representative of the first visible part; obtaining first parameters representative of an appearance of the first face by applying a regressor to the first attributes, the regressor modelling a correlation between second attributes representative of second visible parts of a plurality of second faces in second images and second parameters representative of an appearance model of the plurality of second faces; and synthesizing the first face using the first parameters.