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Automatic no-reference image quality assessment. [PDF]
Springerplus, 2016 No-reference image quality assessment aims to predict the visual quality of distorted images without examining the original image as a reference. Most no-reference image quality metrics which have been already proposed are designed for one or a set of predefined specific distortion types and are unlikely to generalize for evaluating images degraded ...
Li H, Hu W, Xu ZN.
europepmc +3 more sources
Domain Fingerprints for No-Reference Image Quality Assessment [PDF]
IEEE Transactions on Circuits and Systems for Video Technology, 2021 accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Weihao Xia 0001 +3 more
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Mask Reference Image Quality Assessment
CoRR, 2023 Understanding semantic information is an essential step in knowing what is being learned in both full-reference (FR) and no-reference (NR) image quality assessment (IQA) methods. However, especially for many severely distorted images, even if there is an undistorted image as a reference (FR-IQA), it is difficult to perceive the lost semantic and ...
Pengxiang Xiao +3 more
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Video Quality Analysis: Steps towards Unifying Full and No Reference Cases
Standards, 2022 Video quality assessment (VQA) is now a fast-growing field, maturing in the full reference (FR) case, yet challenging in the exploding no reference (NR) case.
Pankaj Topiwala +4 more
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Degraded Reference Image Quality Assessment
IEEE Transactions on Image Processing, 2023 15 pages, 11 figures, 9 ...
Shahrukh Athar, Zhou Wang 0001
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No-Reference Image Quality Assessment Based on a Multitask Image Restoration Network
Applied Sciences, 2023 When image quality is evaluated, the human visual system (HVS) infers the details in the image through its internal generative mechanism. In this process, the HVS integrates both local and global information about the image, utilizes contextual ...
Fan Chen, Hong Fu, Hengyong Yu, Ying Chu
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No-Reference Image Quality Assessment Based on Image Multi-Scale Contour Prediction
Applied Sciences, 2022 Accurately assessing image quality is a challenging task, especially without a reference image. Currently, most of the no-reference image quality assessment methods still require reference images in the training stage, but reference images are usually ...
Fan Wang +4 more
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No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection
Sensors, 2021 We propose an anomaly detection based image quality assessment method which exploits the correlations between feature maps from a pre-trained Convolutional Neural Network (CNN).
Marco Leonardi +3 more
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IEEE Access, 2018 This paper proposes a no-reference quality assessment technique to assess the quality of images that is degraded due to blur and noise. The technique is motivated from the fact that when distortion occurs in a natural image, its naturalness gets ...
Piyush Joshi, Surya Prakash
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No Reference Pansharpened Image Quality Assessment Through Deep Feature Similarity
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 Pansharpening refers to the process of enhancing the spatial resolution of a multispectral image with the help of a high spatial resolution panchromatic (PAN) image.
Neeraj Badal +3 more
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