Automatic generation of sport video highlights based on fan's emotions and content

Guilherme Fião; Teresa Romão; Nuno Correia; Pedro Centieiro; A. Eduardo Dias

doi:10.1145/3001773.3001802

Automatic generation of sport video highlights based on fan's emotions and content

Guilherme Fião, Teresa Romão, Nuno Correia, Pedro Centieiro, A. Eduardo Dias

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

7 Citations (Scopus)

Abstract

With the widespread use of social networks, sharing emotions has become easy and accessible to anyone with a smartphone or a computer. In this paper, we present a system capable of generating automatic highlight videos of sports match TV broadcasts based on the emotions shared by the spectators during the match, the audio, the analysis of the movement and manual annotations (when available). Our system also allows for the user to query the video to extract specific clips, such as dangerous attacking plays of a certain team. Our preliminary results were encouraging, showing that the creation of these summaries can be successfully done in very short time.

Original language	English
Title of host publication	Proceedings - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016
Publisher	ACM - Association for Computing Machinery
Volume	Part F125634
ISBN (Electronic)	978-1-4503-4773-0
DOIs	https://doi.org/10.1145/3001773.3001802
Publication status	Published - 9 Nov 2016
Event	13th International Conference on Advances in Computer Entertainment Technology, ACE 2016 - Osaka, Japan Duration: 9 Nov 2016 → 12 Nov 2016

Conference

Conference	13th International Conference on Advances in Computer Entertainment Technology, ACE 2016
Country/Territory	Japan
City	Osaka
Period	9/11/16 → 12/11/16

Keywords

Emotion assessment
Highlights
Hybrid summarization technique
Sports
Video summarization

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10.1145/3001773.3001802Licence: Unspecified

Cite this

Fião, G., Romão, T., Correia, N., Centieiro, P., & Dias, A. E. (2016). Automatic generation of sport video highlights based on fan's emotions and content. In Proceedings - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016 (Vol. Part F125634). Article a29 ACM - Association for Computing Machinery. https://doi.org/10.1145/3001773.3001802

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title = "Automatic generation of sport video highlights based on fan's emotions and content",

abstract = "With the widespread use of social networks, sharing emotions has become easy and accessible to anyone with a smartphone or a computer. In this paper, we present a system capable of generating automatic highlight videos of sports match TV broadcasts based on the emotions shared by the spectators during the match, the audio, the analysis of the movement and manual annotations (when available). Our system also allows for the user to query the video to extract specific clips, such as dangerous attacking plays of a certain team. Our preliminary results were encouraging, showing that the creation of these summaries can be successfully done in very short time.",

keywords = "Emotion assessment, Highlights, Hybrid summarization technique, Sports, Video summarization",

author = "Guilherme Fi{\~a}o and Teresa Rom{\~a}o and Nuno Correia and Pedro Centieiro and Dias, {A. Eduardo}",

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doi = "10.1145/3001773.3001802",

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Fião, G, Romão, T , Correia, N, Centieiro, P & Dias, AE 2016, Automatic generation of sport video highlights based on fan's emotions and content. in Proceedings - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016. vol. Part F125634, a29, ACM - Association for Computing Machinery, 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016, Osaka, Japan, 9/11/16. https://doi.org/10.1145/3001773.3001802

Automatic generation of sport video highlights based on fan's emotions and content. / Fião, Guilherme; Romão, Teresa ; Correia, Nuno et al.
Proceedings - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016. Vol. Part F125634 ACM - Association for Computing Machinery, 2016. a29.

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

TY - GEN

T1 - Automatic generation of sport video highlights based on fan's emotions and content

AU - Fião, Guilherme

AU - Romão, Teresa

AU - Correia, Nuno

AU - Centieiro, Pedro

AU - Dias, A. Eduardo

N1 - sem pdf conforme despacho

PY - 2016/11/9

Y1 - 2016/11/9

N2 - With the widespread use of social networks, sharing emotions has become easy and accessible to anyone with a smartphone or a computer. In this paper, we present a system capable of generating automatic highlight videos of sports match TV broadcasts based on the emotions shared by the spectators during the match, the audio, the analysis of the movement and manual annotations (when available). Our system also allows for the user to query the video to extract specific clips, such as dangerous attacking plays of a certain team. Our preliminary results were encouraging, showing that the creation of these summaries can be successfully done in very short time.

AB - With the widespread use of social networks, sharing emotions has become easy and accessible to anyone with a smartphone or a computer. In this paper, we present a system capable of generating automatic highlight videos of sports match TV broadcasts based on the emotions shared by the spectators during the match, the audio, the analysis of the movement and manual annotations (when available). Our system also allows for the user to query the video to extract specific clips, such as dangerous attacking plays of a certain team. Our preliminary results were encouraging, showing that the creation of these summaries can be successfully done in very short time.

KW - Emotion assessment

KW - Highlights

KW - Hybrid summarization technique

KW - Sports

KW - Video summarization

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M3 - Conference contribution

AN - SCOPUS:85014630837

VL - Part F125634

BT - Proceedings - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016

PB - ACM - Association for Computing Machinery

T2 - 13th International Conference on Advances in Computer Entertainment Technology, ACE 2016

Y2 - 9 November 2016 through 12 November 2016

ER -

Automatic generation of sport video highlights based on fan's emotions and content

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