Automatic camera-screen localization

Francisco Gómez-Fernández; Zicheng Liu; Alvaro Pardo; Marta Mejail

doi:10.1007/978-3-319-12568-8_72

Automatic camera-screen localization

Francisco Gómez-Fernández, Zicheng Liu, Alvaro Pardo, Marta Mejail

Department of Engineering

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

Abstract

Knowing the location of the TV screen with respect to a camera it is important for many applications. This work addresses this problem in a configuration where there are people looking at the TV and a RGB-D camera facing them, located near the TV screen. We propose a method to automatically estimate the screen location and camera rotation using only people’s head pose obtained from a Face Tracking analysis on the RGB-D video. We validated these algorithms on a dataset with groundtruth and obtained very promising results.

Original language	English
Title of host publication	Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings
Editors	Eduardo Bayro-Corrochano, Edwin Hancock
Publisher	Springer Verlag
Pages	588-595
Number of pages	8
ISBN (Electronic)	9783319125671
DOIs	https://doi.org/10.1007/978-3-319-12568-8_72
State	Published - 2014
Event	19th Iberoamerican Congress on Pattern Recognition, CIARP 2014 - Puerto Vallarta, Mexico Duration: 2 Nov 2014 → 5 Nov 2014

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	8827
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	19th Iberoamerican Congress on Pattern Recognition, CIARP 2014
Country/Territory	Mexico
City	Puerto Vallarta
Period	2/11/14 → 5/11/14

Keywords

Head pose estimation
Human-computer interaction
Screen localization

Access to Document

10.1007/978-3-319-12568-8_72

Cite this

Gómez-Fernández, F., Liu, Z., Pardo, A., & Mejail, M. (2014). Automatic camera-screen localization. In E. Bayro-Corrochano, & E. Hancock (Eds.), Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings (pp. 588-595). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8827). Springer Verlag. https://doi.org/10.1007/978-3-319-12568-8_72

Gómez-Fernández, Francisco ; Liu, Zicheng ; Pardo, Alvaro et al. / Automatic camera-screen localization. Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings. editor / Eduardo Bayro-Corrochano ; Edwin Hancock. Springer Verlag, 2014. pp. 588-595 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Automatic camera-screen localization",

abstract = "Knowing the location of the TV screen with respect to a camera it is important for many applications. This work addresses this problem in a configuration where there are people looking at the TV and a RGB-D camera facing them, located near the TV screen. We propose a method to automatically estimate the screen location and camera rotation using only people{\textquoteright}s head pose obtained from a Face Tracking analysis on the RGB-D video. We validated these algorithms on a dataset with groundtruth and obtained very promising results.",

keywords = "Head pose estimation, Human-computer interaction, Screen localization",

author = "Francisco G{\'o}mez-Fern{\'a}ndez and Zicheng Liu and Alvaro Pardo and Marta Mejail",

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Gómez-Fernández, F, Liu, Z, Pardo, A & Mejail, M 2014, Automatic camera-screen localization. in E Bayro-Corrochano & E Hancock (eds), Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8827, Springer Verlag, pp. 588-595, 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, Puerto Vallarta, Mexico, 2/11/14. https://doi.org/10.1007/978-3-319-12568-8_72

Automatic camera-screen localization. / Gómez-Fernández, Francisco; Liu, Zicheng; Pardo, Alvaro et al.
Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings. ed. / Eduardo Bayro-Corrochano; Edwin Hancock. Springer Verlag, 2014. p. 588-595 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8827).

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

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AU - Gómez-Fernández, Francisco

AU - Liu, Zicheng

AU - Pardo, Alvaro

AU - Mejail, Marta

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2014.

PY - 2014

Y1 - 2014

N2 - Knowing the location of the TV screen with respect to a camera it is important for many applications. This work addresses this problem in a configuration where there are people looking at the TV and a RGB-D camera facing them, located near the TV screen. We propose a method to automatically estimate the screen location and camera rotation using only people’s head pose obtained from a Face Tracking analysis on the RGB-D video. We validated these algorithms on a dataset with groundtruth and obtained very promising results.

AB - Knowing the location of the TV screen with respect to a camera it is important for many applications. This work addresses this problem in a configuration where there are people looking at the TV and a RGB-D camera facing them, located near the TV screen. We propose a method to automatically estimate the screen location and camera rotation using only people’s head pose obtained from a Face Tracking analysis on the RGB-D video. We validated these algorithms on a dataset with groundtruth and obtained very promising results.

KW - Head pose estimation

KW - Human-computer interaction

KW - Screen localization

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DO - 10.1007/978-3-319-12568-8_72

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings

A2 - Bayro-Corrochano, Eduardo

A2 - Hancock, Edwin

PB - Springer Verlag

T2 - 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014

Y2 - 2 November 2014 through 5 November 2014

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Gómez-Fernández F, Liu Z, Pardo A, Mejail M. Automatic camera-screen localization. In Bayro-Corrochano E, Hancock E, editors, Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings. Springer Verlag. 2014. p. 588-595. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-12568-8_72

Automatic camera-screen localization

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