In this paper, a novel method for automatic head pose estimation is presented. This is based on a geometrical model of the head, in which basic features for estimating the pose consist in eyes and nose coordinates only. Worth noting, the majority of state-of-the-art approaches requires at least five features. The novelty of our work is the exploitation of the Vitruvian man's proportions and the related "Golden Ratio". The "Vitruvian man" is the well-known master-work by Leonardo Da Vinci, never used for automatic head pose estimation. Proposed method is compared by experiments with state-of-the-art ones, and shows a competitive performance although its simplicity and its low computational complexity. © 2013 Springer-Verlag.

Exploiting the golden ratio on human faces for head-pose estimation / Fadda, G.; Marcialis, G. L.; Roli, F.; Ghiani, L.. - 8156:1(2013), pp. 280-289. ( 17th International Conference on Image Analysis and Processing, ICIAP 2013 Naples, ita 2013) [10.1007/978-3-642-41181-6_29].

Exploiting the golden ratio on human faces for head-pose estimation

Roli F.;Ghiani L.
2013-01-01

Abstract

In this paper, a novel method for automatic head pose estimation is presented. This is based on a geometrical model of the head, in which basic features for estimating the pose consist in eyes and nose coordinates only. Worth noting, the majority of state-of-the-art approaches requires at least five features. The novelty of our work is the exploitation of the Vitruvian man's proportions and the related "Golden Ratio". The "Vitruvian man" is the well-known master-work by Leonardo Da Vinci, never used for automatic head pose estimation. Proposed method is compared by experiments with state-of-the-art ones, and shows a competitive performance although its simplicity and its low computational complexity. © 2013 Springer-Verlag.
2013
Inglese
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
17th International Conference on Image Analysis and Processing, ICIAP 2013
8156
1
280
289
10
9783642411809
9783642411816
2013
Naples, ita
No
Exploiting the golden ratio on human faces for head-pose estimation / Fadda, G.; Marcialis, G. L.; Roli, F.; Ghiani, L.. - 8156:1(2013), pp. 280-289. ( 17th International Conference on Image Analysis and Processing, ICIAP 2013 Naples, ita 2013) [10.1007/978-3-642-41181-6_29].
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
Fadda, G.; Marcialis, G. L.; Roli, F.; Ghiani, L.
273
4
none
info:eu-repo/semantics/conferenceObject
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11388/348875
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