Assessing image quality in photoacoustic imaging: A metric-based and deep learning-based evaluation [PDF]
PhotoacousticsPhotoacoustic (PA) imaging offers high-resolution functional imaging in vivo, but image quality varies with acquisition hardware, reconstruction methods, and scanning conditions.
Melle Van Der Brugge +2 more
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MATLAB-Based Applications for Image Processing and Image Quality Assessment – Part I: Software Description [PDF]
Radioengineering, 2011 This paper describes several MATLAB-based applications useful for image processing and image quality assessment. The Image Processing Application helps user to easily modify images, the Image Quality Adjustment Application enables to create series of ...
L. Krasula +3 more
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Full Reference Image Quality Assessment using Siamese Neural Network [PDF]
, 2023 This study aims to explore the application of Siamese Neural Networks (SNN) in Full-Reference Image Quality Assessment (FR-IQA). The goal is to develop an efficient and accurate model to predict perceived image quality and correlate it with human scores.
Islam, Akib Jayed
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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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Full Reference Color Image Quality Assessment Method Based on Spatial and Frequency Domain Joint Features with Random Forest [PDF]
Jisuanji kexue, 2021 This paper is to design an objective evaluation algorithm that automatically evaluates image quality and is consistent with the human visual system.In view of the fact that most traditional full reference image quality assessment methods only analyze ...
YANG Xiao-qin, LIU Guo-jun, GUO Jian-hui, MA Wen-tao
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Full-Reference Image Quality Assessment Based on Multi-Channel Visual Information Fusion
Applied Sciences, 2023 This study focuses on improving the objective alignment of image quality assessment (IQA) algorithms with human visual perception. Existing methodologies, predominantly those based on the Laplacian of Gaussian (LoG) filter, often neglect the impact of ...
Benchi Jiang +3 more
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Unifying analysis of full reference image quality assessment [PDF]
2008 15th IEEE International Conference on Image Processing, 2008 This paper studies two increasingly popular paradigms for image quality assessment - Structural SIMilarity (SSIM) metrics and Information Fidelity metrics. The relation of the SSIM metric to Mean Squared Error and Human Visual System (HVS) based models of quality assessment are studied.
Kalpana Seshadrinathan, Alan C. Bovik
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Subjective Annotation for a Frame Interpolation Benchmark using Artefact Amplification [PDF]
, 2020 Current benchmarks for optical flow algorithms evaluate the estimation either directly by comparing the predicted flow fields with the ground truth or indirectly by using the predicted flow fields for frame interpolation and then comparing the ...
Bruhn, Andrés +4 more
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Full-Reference Model for Stereoscopic Image Quality Assessment Based on Monocular and Binocular Visual Information [PDF]
Jisuanji gongcheng, 2022 In the field of Stereoscopic Image Quality Assessment (SIQA), effectively simulate the Human Visual System (HVS) to evaluate the image quality remains an important problem.Considering the visual perception characteristics of human eyes, this paper ...
WANG Kuan, YANG Huan, PAN Zhenkuan, SI Jianwei
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Full‐reference tone‐mapped images quality assessment [PDF]
IET Image Processing, 2020 Abstract Various tone mapping operators have been proposed to convert the high dynamic range images to low dynamic ranges to improve visualization on low dynamic range displays. This paper presents a full‐reference objective quality assessment index to evaluate the perceived quality of tone‐mapped images.
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