The landscape of facial processing applications in the context of the European AI Act and the development of trustworthy systems.

ABSTRACT: This work focuses on facial processing, which refers to artificial intelligence (AI) systems that take facial images or videos as input data and perform some AI-driven processing to obtain higher-level information (e.g. a person's identity, emotions, demographic attributes) or newly generated imagery (e.g. with modified facial attributes). Facial processing tasks, such as face detection, face identification, facial expression recognition or facial attribute manipulation, are generally studied as separate research fields and without considering a particular scenario, context of use or intended purpose. This paper studies the field of facial processing in a holistic manner. It establishes the landscape of key computational tasks, applications and industrial players in the field in order to i

SUBMITTER: Hupont I 

PROVIDER: S-EPMC9223252 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature