학술논문

A frame rate dependent video quality metric based on temporal wavelet decomposition and spatiotemporal pooling
Document Type
Conference
Source
2017 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2017 IEEE International Conference on. :300-304 Sep, 2017
Subject
Computing and Processing
Signal Processing and Analysis
Measurement
Databases
Quality assessment
Video recording
Spatiotemporal phenomena
Correlation
Testing
Frame rate
perceptual quality
video quality assessment
frame rate dependent quality metric
FRQM
Language
ISSN
2381-8549
Abstract
This paper presents an objective quality metric (FRQM), which characterises the relationship between variations in frame rate and perceptual video quality. The proposed method estimates the relative quality of a low frame rate video with respect to its higher frame rate counterpart, through temporal wavelet decomposition, subband combination and spatiotemporal pooling. FRQM was tested alongside six commonly used quality metrics (two of which explicitly relate frame rate variation to perceptual quality), on the publicly available BVI-HFR video database, that spans a diverse range of scenes and frame rates, up to 120fps. Results show that FRQM offers significant improvement over all other tested quality assessment methods with relatively low complexity.