首页|Study Findings on Machine Learning Detailed by Researchers at Wroclaw University of Science and Technology (Video Quality Modelling-Comparison of the Classical and Machine Learning Techniques)
Study Findings on Machine Learning Detailed by Researchers at Wroclaw University of Science and Technology (Video Quality Modelling-Comparison of the Classical and Machine Learning Techniques)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Fresh data on artificial intelligence are presented in a new report. According to news originating from Wroclaw, Polan d, by NewsRx correspondents, research stated, "The classical objective methods o f assessing video quality used so far, apart from their advantages, such as low costs, also have disadvantages." The news reporters obtained a quote from the research from Wroclaw University of Science and Technology: "The need to eliminate these defects results in the sea rch for better and better solutions. This article proposes a video quality asses sment method based on machine learning using a linear regression model. A set of objective quality assessment metrics was used to train the model. The results o btained show that the prediction of video quality based on a machine learning mo del gives better results than the objective assessment based on individual metri cs. The proposed model showed a strong correlation with the subjective user asse ssments but also a good fit of the regression function to the empirical data. It is an extension and improvement of the efficiency of the classical methods of objective quality assessment that have been used so far."
Wroclaw University of Science and Techno logyWroclawPolandEuropeCyborgsEmerging TechnologiesMachine Learning
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