The Bayesian draughtsman: A model for visuomotor coordination in drawing

Ruben Coen Cagli; Paolo Coraggio; Paolo Napoletano; Giuseppe Boccignone

doi:10.1007/978-3-540-75555-5_16

The Bayesian draughtsman: A model for visuomotor coordination in drawing

Ruben Coen Cagli, Paolo Coraggio, Paolo Napoletano, Giuseppe Boccignone

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Abstract

In this article we present a model of realistic drawing accounting for visuomotor coordination, namely the strategies adopted to coordinate the processes of eye and hand movement generation, during the drawing task. Starting from some background assumptions suggested by eye-tracking human subjects, we formulate a Bayesian model of drawing activity. The resulting graphical model is shaped in the form of a Dynamic Bayesian Network that combines features of both the Input-Output Hidden Markov Model and the Coupled Hidden Markov Model, and provides an interesting insight on mechanisms for dynamic integration of visual and proprioceptive information.

Original language	English (US)
Title of host publication	Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings
Pages	161-170
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-540-75555-5_16
State	Published - 2007
Externally published	Yes
Event	2nd International Symposium on Brain, Vision, and Artificial Intelligence, BVAI 2007 - Naples, Italy Duration: Oct 10 2007 → Oct 12 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4729 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	2nd International Symposium on Brain, Vision, and Artificial Intelligence, BVAI 2007
Country/Territory	Italy
City	Naples
Period	10/10/07 → 10/12/07

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-540-75555-5_16

Cite this

Coen Cagli, R., Coraggio, P., Napoletano, P., & Boccignone, G. (2007). The Bayesian draughtsman: A model for visuomotor coordination in drawing. In Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings (pp. 161-170). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4729 LNCS). https://doi.org/10.1007/978-3-540-75555-5_16

The Bayesian draughtsman: A model for visuomotor coordination in drawing. / Coen Cagli, Ruben; Coraggio, Paolo; Napoletano, Paolo et al.
Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings. 2007. p. 161-170 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4729 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Coen Cagli, R, Coraggio, P, Napoletano, P & Boccignone, G 2007, The Bayesian draughtsman: A model for visuomotor coordination in drawing. in Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4729 LNCS, pp. 161-170, 2nd International Symposium on Brain, Vision, and Artificial Intelligence, BVAI 2007, Naples, Italy, 10/10/07. https://doi.org/10.1007/978-3-540-75555-5_16

Coen Cagli R, Coraggio P, Napoletano P, Boccignone G. The Bayesian draughtsman: A model for visuomotor coordination in drawing. In Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings. 2007. p. 161-170. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-75555-5_16

Coen Cagli, Ruben ; Coraggio, Paolo ; Napoletano, Paolo et al. / The Bayesian draughtsman : A model for visuomotor coordination in drawing. Advances in Brain, Vision, and Artificial Intelligence - Second International Symposium, BVAI 2007, Proceedings. 2007. pp. 161-170 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "In this article we present a model of realistic drawing accounting for visuomotor coordination, namely the strategies adopted to coordinate the processes of eye and hand movement generation, during the drawing task. Starting from some background assumptions suggested by eye-tracking human subjects, we formulate a Bayesian model of drawing activity. The resulting graphical model is shaped in the form of a Dynamic Bayesian Network that combines features of both the Input-Output Hidden Markov Model and the Coupled Hidden Markov Model, and provides an interesting insight on mechanisms for dynamic integration of visual and proprioceptive information.",

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The Bayesian draughtsman: A model for visuomotor coordination in drawing

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