Video and audio joint quality evaluation method and device

A technology for quality evaluation and video quality, applied in TV, electrical components, selective content distribution, etc., to solve problems such as no description or report found, and data not yet collected

Active Publication Date: 2020-07-31
SHANGHAI JIAO TONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] At present, there is no description or report of the similar technology of the present invention, and no similar data at home and abroad have been collected yet.

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  • Video and audio joint quality evaluation method and device
  • Video and audio joint quality evaluation method and device
  • Video and audio joint quality evaluation method and device

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Embodiment Construction

[0065] The following is a detailed description of the embodiments of the present invention: this embodiment is implemented on the premise of the technical solution of the present invention, and provides detailed implementation methods and specific operation processes. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention.

[0066] A video and audio joint quality evaluation method provided by an embodiment of the present invention, such as figure 1 As shown, its specific implementation steps are as follows:

[0067] The first step is to use the video quality evaluation model to predict the video quality

[0068] Specifically, it is necessary to use a video quality evaluation model to predict video quality, and any one or any number of existing video quality evaluation methods can be selected as the video q...

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Abstract

The invention provides a video and audio joint quality evaluation method. The method comprises the following steps: predicting video quality by using a video quality evaluation model to obtain a videoprediction quality score Qv and a video prediction quality feature fv; predicting the audio quality by using an audio quality evaluation model to obtain an audio prediction quality score Qa and an audio prediction quality feature fa; normalizing the video prediction quality score Qv and the audio prediction quality score Qa respectively to obtain a normalized video prediction quality score and anaudio prediction quality score, fusing the normalized video prediction quality score and the audio prediction quality score, or fusing the video prediction quality feature fv and the audio predictionquality feature fa to obtain a predicted video and audio joint quality score Qav or feature fav. Meanwhile, the invention provides a video and audio joint quality evaluation device. By utilizing themethod and the device provided by the invention, the overall experience quality of the audio and the video can be effectively evaluated.

Description

technical field [0001] The present invention relates to the technical field of multimedia quality evaluation, in particular to a video and audio joint quality evaluation method and device. Background technique [0002] In recent years, multimedia quality assessment has attracted the attention of many researchers in the fields of audio processing and video processing. In the past few decades, researchers have proposed a large number of objective quality assessment algorithms. Lin and Kuo gave in "W.Lin andC.-C.J.Kuo, "Perceptual visual quality metrics: A survey," Journal of Visual Communication and Image Representation, vol.22, no.4, pp.297–312, 2011. A review of visual quality evaluation, Wang and Bovik in "Z.Wang and Alan C.Bovik, "Mean squared error: Love it or leave it? A new look at signal fidelity measures," IEEE Signal Processing Magazine, vol.26, no.1, pp.98-117, 2009.", "Z.Wang and Alan C.Bovik, "Reduced-and no-reference image quality assessment," IEEE Signal Proce...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04N17/00H04N21/234H04N21/233H04N21/44H04N21/439H04N21/475
CPCH04N17/00H04N21/233H04N21/23418H04N21/4394H04N21/44008H04N21/4756
Inventor 翟广涛闵雄阔杨小康
Owner SHANGHAI JIAO TONG UNIV
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