Titlebook: Image Quality Assessment of Computer-generated Images; Based on Machine Lea André Bigand,Julien Dehos,Joseph Constantin Book 2018 The Autho

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No-Reference Methods and Fuzzy Sets,This model can then be used in any progressive stochastic global illumination method in order to estimate the noise level of different parts of any image. A comparative study of this model with a simple test image demonstrates the good consistency between an added noise value and the results from the noise estimator.

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Visual Impact of Rendering on Image Quality,uce high-quality images but may require a long computation time. Therefore, rendering is generally stopped after a given amount of time and the output image may not be fully converged. In this case, the resulting variance can be seen as noise.

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General Conclusion and Perspectives,chapters (Chaps. . and .). These chapters also present the high-quality images we can obtain with photo-realistic techniques on one hand and the difficulty to obtain a good visual quality assessment (particularly due to the complexity of the algorithms based on Monte Carlo methods) on the other hand.

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https://doi.org/10.1007/978-3-319-73543-6Computer-generated images; Image Quality Metrics; Machine Learning; Fuzzy Sets; Image Quality Assessment

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Image Quality Assessment of Computer-generated Images978-3-319-73543-6Series ISSN 2191-5768 Series E-ISSN 2191-5776

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André Bigand,Julien Dehos,Joseph ConstantinEnriches understanding of Image Quality Assessment.Explains how computer-generated images are rendered and how this introduces visual noise.Demonstrates the use of learning machines and fuzzy-sets as

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SpringerBriefs in Computer Sciencehttp://image.papertrans.cn/i/image/461456.jpg

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The Current Bioweapons Threat,oduction equipment, increasing the risks of diversion and misuse for BW purposes. With the advent of flexible biological manufacturing systems, it has also become possible for countries to acquire a “latent” capacity for BW production during a crisis or war. Since the 2001 anthrax letter attacks, su