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Youtube UGC Dataset for Video Compression Research

Abstract: 

This poster introduces a large scale UGC dataset (1500 20 sec video clips) sampled from millions of Creative Commons YouTube videos. The dataset covers popular categories like Gaming, Sports, and new features like High Dynamic Range (HDR). Besides a novel sampling method based on features extracted from encoding, challenges for UGC compression and quality evaluation are also discussed. Shortcomings of traditional reference-based metrics on UGC are addressed. We demonstrate a promising way to evaluate UGC quality by no-reference objective quality metrics, and evaluate the current dataset with three no-reference metrics (Noise, Banding, and SLEEQ).

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Paper Details

Authors:
Sasi Inguva, Yilin Wang, Balu Adsumilli
Submitted On:
22 September 2019 - 2:40am
Short Link:
Type:
Poster
Event:
Presenter's Name:
SASI INGUVA
Paper Code:
34
Document Year:
2019
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Document Files

mmsp_poster.pdf

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[1] Sasi Inguva, Yilin Wang, Balu Adsumilli , "Youtube UGC Dataset for Video Compression Research", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/4814. Accessed: Nov. 15, 2019.
@article{4814-19,
url = {http://sigport.org/4814},
author = {Sasi Inguva; Yilin Wang; Balu Adsumilli },
publisher = {IEEE SigPort},
title = {Youtube UGC Dataset for Video Compression Research},
year = {2019} }
TY - EJOUR
T1 - Youtube UGC Dataset for Video Compression Research
AU - Sasi Inguva; Yilin Wang; Balu Adsumilli
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/4814
ER -
Sasi Inguva, Yilin Wang, Balu Adsumilli . (2019). Youtube UGC Dataset for Video Compression Research. IEEE SigPort. http://sigport.org/4814
Sasi Inguva, Yilin Wang, Balu Adsumilli , 2019. Youtube UGC Dataset for Video Compression Research. Available at: http://sigport.org/4814.
Sasi Inguva, Yilin Wang, Balu Adsumilli . (2019). "Youtube UGC Dataset for Video Compression Research." Web.
1. Sasi Inguva, Yilin Wang, Balu Adsumilli . Youtube UGC Dataset for Video Compression Research [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/4814