A multi-sensor device for health self-monitoring and assessment is proposed.A real-time head pose estimation and tracking method is introduced.An inexpensive 3D scanner facilitating facial morphology analysis is described.Face 3D shape analysis facilitates tracking changes in weight and BMI index.The evaluation of stress and anxiety seems possible using dynamic facial features. In the recent years personal health monitoring systems have been gaining popularity, both as a result of the pull from the general population, keen to improve well-being and early detection of possibly serious health conditions and the push from the industry eager to translate the current significant progress in computer vision and machine learning into commercial products. One of such systems is the Wize Mirror, built as a result of the FP7 funded SEMEOTICONS (SEMEiotic Oriented Technology for Individuals CardiOmetabolic risk self-assessmeNt and Self-monitoring) project. The project aims to translate the semeiotic code of the human face into computational descriptors and measures, automatically extracted from videos, multispectral images, and 3D scans of the face. The multisensory platform, being developed as the result of that project, in the form of a smart mirror, looks for signs related to cardio-metabolic risks. The goal is to enable users to self-monitor their well-being status over time and improve their life-style via tailored user guidance. This paper is focused on the description of the part of that system, utilising computer vision and machine learning techniques to perform 3D morphological analysis of the face and recognition of psycho-somatic status both linked with cardio-metabolic risks. The paper describes the concepts, methods and the developed implementations as well as reports on the results obtained on both real and synthetic datasets.
['Yasmina Andreu', 'Franco Chiarugi', 'Sara Colantonio', 'Giorgos A. Giannakakis', 'Daniela Giorgi', 'Pedro Henriquez', 'Eleni Kazantzaki', 'Dimitris Manousos', 'Kostas Marias', 'Bogdan J. Matuszewski', 'Maria Antonietta Pascali', 'Matthew Pediaditis', 'Giovanni Raccichini', 'Manolis Tsiknakis']
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system