A study of subjective video quality at various frame rates

Alex MacKin; Aaron Zhang; David Bull

doi:10.1109/ICIP.2015.7351436

A study of subjective video quality at various frame rates

Alex MacKin, Aaron Zhang, David Bull

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

51 Citations (Scopus)

538 Downloads (Pure)

Abstract

This paper presents a new video database (BVI-HFR), which contains content with a variety of frame rates from 15Hz to 120Hz, that can be used to demonstrate the benefits and limitations of higher frame rates, as well as investigating the role that frame rates play from capture to delivery. A characterisation of the video database using low-level descriptors is also provided, which establishes that it successfully spans a variety of scene types and motions, and compares well to existing video databases. Subjective evaluations performed on the video database, have demonstrated a significant relationship between frame rates and perceived quality, up to 120Hz. They also confirm that the relationship between frame rate and perceived quality is content dependent.

Original language	English
Title of host publication	2015 IEEE International Conference on Image Processing (ICIP 2015)
Subtitle of host publication	Proceedings of a meeting held 27-30 September 2015, Quebec City, Quebec, Canada
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	3407-3411
Number of pages	5
ISBN (Electronic)	9781479983391
ISBN (Print)	9781479983407
DOIs	https://doi.org/10.1109/ICIP.2015.7351436
Publication status	Published - Jan 2016
Event	2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, ON, Canada Duration: 27 Sept 2015 → 30 Sept 2015

Conference

Conference	2015 IEEE International Conference on Image Processing (ICIP)
Country/Territory	Canada
City	Quebec City, ON
Period	27/09/15 → 30/09/15

Keywords

High frame rates
video database
subjective quality assessment

Access to Document

10.1109/ICIP.2015.7351436

Full-text PDF (accepted author manuscript)Accepted author manuscript, 1.19 MBLicence: Unspecified

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Persistent link

COMPPACT
Bull, D. R. (Principal Investigator)
8/08/12 → 8/08/15
Project: Research

Cite this

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title = "A study of subjective video quality at various frame rates",

abstract = "This paper presents a new video database (BVI-HFR), which contains content with a variety of frame rates from 15Hz to 120Hz, that can be used to demonstrate the benefits and limitations of higher frame rates, as well as investigating the role that frame rates play from capture to delivery. A characterisation of the video database using low-level descriptors is also provided, which establishes that it successfully spans a variety of scene types and motions, and compares well to existing video databases. Subjective evaluations performed on the video database, have demonstrated a significant relationship between frame rates and perceived quality, up to 120Hz. They also confirm that the relationship between frame rate and perceived quality is content dependent.",

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author = "Alex MacKin and Aaron Zhang and David Bull",

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booktitle = "2015 IEEE International Conference on Image Processing (ICIP 2015)",

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note = "2015 IEEE International Conference on Image Processing (ICIP) ; Conference date: 27-09-2015 Through 30-09-2015",

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MacKin, A, Zhang, A & Bull, D 2016, A study of subjective video quality at various frame rates. in 2015 IEEE International Conference on Image Processing (ICIP 2015): Proceedings of a meeting held 27-30 September 2015, Quebec City, Quebec, Canada. Institute of Electrical and Electronics Engineers (IEEE), pp. 3407-3411, 2015 IEEE International Conference on Image Processing (ICIP), Quebec City, ON, Canada, 27/09/15. https://doi.org/10.1109/ICIP.2015.7351436

A study of subjective video quality at various frame rates. / MacKin, Alex; Zhang, Aaron ; Bull, David.
2015 IEEE International Conference on Image Processing (ICIP 2015): Proceedings of a meeting held 27-30 September 2015, Quebec City, Quebec, Canada. Institute of Electrical and Electronics Engineers (IEEE), 2016. p. 3407-3411.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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N2 - This paper presents a new video database (BVI-HFR), which contains content with a variety of frame rates from 15Hz to 120Hz, that can be used to demonstrate the benefits and limitations of higher frame rates, as well as investigating the role that frame rates play from capture to delivery. A characterisation of the video database using low-level descriptors is also provided, which establishes that it successfully spans a variety of scene types and motions, and compares well to existing video databases. Subjective evaluations performed on the video database, have demonstrated a significant relationship between frame rates and perceived quality, up to 120Hz. They also confirm that the relationship between frame rate and perceived quality is content dependent.

AB - This paper presents a new video database (BVI-HFR), which contains content with a variety of frame rates from 15Hz to 120Hz, that can be used to demonstrate the benefits and limitations of higher frame rates, as well as investigating the role that frame rates play from capture to delivery. A characterisation of the video database using low-level descriptors is also provided, which establishes that it successfully spans a variety of scene types and motions, and compares well to existing video databases. Subjective evaluations performed on the video database, have demonstrated a significant relationship between frame rates and perceived quality, up to 120Hz. They also confirm that the relationship between frame rate and perceived quality is content dependent.

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KW - subjective quality assessment

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DO - 10.1109/ICIP.2015.7351436

M3 - Conference Contribution (Conference Proceeding)

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T2 - 2015 IEEE International Conference on Image Processing (ICIP)

Y2 - 27 September 2015 through 30 September 2015

ER -

A study of subjective video quality at various frame rates

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Keywords

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