VideoSet: A Large-Scale Compressed Video Quality Dataset Based on JND Measurement

	VideoSet: A Large-Scale Compressed Video Quality Dataset Based on JND Measurement
	Zhou, Jiantao; Wang, Haiqiang; Katsavounidis, Ioannis; Park Jeonghoon; Lei, Shawmin; Zhou, Xin; Pun, Man-On; Jin, Xin; Wang, Ronggang; Wang, Xu
刊名	Journal of Visual Communication and Image Representation
	2017
文献子类	期刊论文
英文摘要	A new methodology to measure coded image/video quality using the just-noticeable-difference (JND) idea was proposed in Lin et al. (2015). Several small JND-based image/video quality datasets were released by the Media Communications Lab at the University of Southern California in Jin et al. (2016) and Wang et al. (2016) [3]. In this work, we present an effort to build a large-scale JND-based coded video quality dataset. The dataset consists of 220 5-s sequences in four resolutions (i.e., 1920×1080,1280×720,960×540 and 640×360). For each of the 880 video clips, we encode it using the H.264/AVC codec with QP=1,…,51 and measure the first three JND points with 30 + subjects. The dataset is called the “VideoSet”, which is an acronym for “Video Subject Evaluation Test (SET)”. This work describes the subjective test procedure, detection and removal of outlying measured data, and the properties of collected JND data. Finally, the significance and implications of the VideoSet to future video coding research and standardization efforts are pointed out. All source/coded video clips as well as measured JND data included in the VideoSet are available to the public in the IEEE DataPort (Wang et al., 2016 [4]).
URL标识	查看原文
语种	英语
WOS记录号	WOS:000403302500026
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/12461]
专题	深圳先进技术研究院_数字所
作者单位	Journal of Visual Communication and Image Representation
推荐引用方式 GB/T 7714	Zhou, Jiantao,Wang, Haiqiang,Katsavounidis, Ioannis,et al. VideoSet: A Large-Scale Compressed Video Quality Dataset Based on JND Measurement[J]. Journal of Visual Communication and Image Representation,2017.
APA	Zhou, Jiantao.,Wang, Haiqiang.,Katsavounidis, Ioannis.,Park Jeonghoon.,Lei, Shawmin.,...&Jay Kuo, C.-C..(2017).VideoSet: A Large-Scale Compressed Video Quality Dataset Based on JND Measurement.Journal of Visual Communication and Image Representation.
MLA	Zhou, Jiantao,et al."VideoSet: A Large-Scale Compressed Video Quality Dataset Based on JND Measurement".Journal of Visual Communication and Image Representation (2017).