BVI-HD: A Video Quality Database for HEVC Compressed and Texture Synthesized Content

被引:44
作者
Zhang, Fan [1 ]
Moss, Felix Mercer [1 ]
Baddeley, Roland [1 ]
Bull, David R. [1 ]
机构
[1] Univ Bristol, Bristol Vis Inst, Bristol BS8 1TH, Avon, England
基金
英国工程与自然科学研究理事会;
关键词
Subjective quality assessment; BVI-HD video quality database; visual perception; HEVC; synthesis-based compression; STRUCTURAL SIMILARITY; CODING HEVC; IMAGES;
D O I
10.1109/TMM.2018.2817070
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a new high-definition video quality database, referred to as BVI-HD, which contains 32 reference and 384 distorted video sequences plus subjective scores. The reference material in this database was carefully selected to optimize the coverage range and distribution uniformity of five low-level video features, while the included 12 distortions, using both original high efficiency video coding (HEVC) and HEVC with synthesis mode, represent state-of-the-art approaches to compression. The range of quantization parameters included in the database for HEVC compression was determined by a subjective study, the results of which indicate that a wider range of QP values should be used than the current recommendation. The subjective opinion scores for all 384 distorted videos were collected from a total of 86 subjects, using a double stimulus test methodology. Based on these results, we compare the subjective quality between HEVC and synthesised content, and evaluate the performance of nine state-of-the-art, full-reference objective quality metrics. This database has now been made available online, representing a valuable resource to those concerned with compression performance evaluation and objective video quality assessment.
引用
收藏
页码:2620 / 2630
页数:11
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