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ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016

Escalera, Sergio; Torres, Mercedes Torres; Martinez, Brais; Baro, Xavier; Escalante, Hugo Jair; Guyon, Isabelle; Tzimiropoulos, Georgios; Corneanu, Ciprian; Oliu, Marc; Bagheri, Mohammad Ali; Valstar, Michel

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Authors

Sergio Escalera

Mercedes Torres Torres

Brais Martinez

Xavier Baro

Hugo Jair Escalante

Isabelle Guyon

Georgios Tzimiropoulos

Ciprian Corneanu

Marc Oliu

Mohammad Ali Bagheri

Michel Valstar



Abstract

We present the 2016 ChaLearn Looking at People and Faces of the World Challenge and Workshop, which ran three competitions on the common theme of face analysis from still images. The first one, Looking at People, addressed age estimation, while the second and third competitions, Faces of the World, addressed accessory classification and smile and gender classification, respectively. We present two crowd-sourcing methodologies used to collect manual annotations. A custom-build application was used to collect and label data about the apparent age of people (as opposed to the real age). For the Faces of the World data, the citizen-science Zooniverse platform was used. This paper summarizes the three challenges and the data used, as well as the results achieved by the participants of the competitions. Details of the ChaLearn LAP FotW competitions can be found at http://gesture.chalearn.org.

Citation

Escalera, S., Torres, M. T., Martinez, B., Baro, X., Escalante, H. J., Guyon, I., …Valstar, M. (2016). ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. In 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (706-713). https://doi.org/10.1109/CVPRW.2016.93

Conference Name IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Conference Location Las Vegas, NV, USA
Start Date Jun 26, 2016
End Date Jun 1, 2016
Acceptance Date Mar 1, 2016
Online Publication Date Dec 19, 2016
Publication Date Dec 19, 2016
Deposit Date Feb 26, 2018
Publicly Available Date Mar 29, 2024
Peer Reviewed Peer Reviewed
Pages 706-713
Series ISSN 2160-7516
Book Title 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
ISBN 978-1-5090-1438-5
DOI https://doi.org/10.1109/CVPRW.2016.93
Public URL https://nottingham-repository.worktribe.com/output/832911
Publisher URL http://ieeexplore.ieee.org/document/7789583/
Additional Information © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. // ISSN of main conference: 1063-6919. // N.B. The acceptance date is estimated.

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