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Structural similarity index measure - Wikipedia
https://en.wikipedia.org/wiki/Structural_similarity_index_measure
The structural similarity index measure (SSIM) is a method for predicting the perceived quality of digital television and cinematic pictures, as well as other kinds of digital images and videos. It is also used for measuring the similarity between two images.
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Structural similarity (SSIM) index for measuring image quality
https://www.mathworks.com/help/images/ref/ssim.html
Calculate the global SSIM value for the image and local SSIM values for each pixel. ssimVal returns a scalar SSIM value for each image in the batch. ssimMap returns a map of SSIM values, the same size as the image, for each image in the batch.
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All about Structural Similarity Index (SSIM): Theory - Medium
https://medium.com/srm-mic/all-about-structural-similarity-index-ssim-theory-code-in-pytorch-6551b455541e
Sep 3, 2020 · Recently, while implementing a depth estimation paper, I came across the term Structural Similarity Index(SSIM). SSIM is used as a metric to measure the similarity between two given images. As...
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[2006.13846] Understanding SSIM - arXiv.org
https://arxiv.org/abs/2006.13846
Jun 24, 2020 · Understanding SSIM. The use of the structural similarity index (SSIM) is widespread. For almost two decades, it has played a major role in image quality assessment in many different research disciplines. Clearly, its merits are indisputable in the research community.
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Structural similarity index (SSIM) revisited: A data-driven approach
https://www.sciencedirect.com/science/article/pii/S0957417421014238
Mar 1, 2022 · The single-scale structural similarity index (SS-SSIM) is one of the most popular measures, and it owes its success to the mathematical simplicity, low computational complexity, and implicit incorporation of Human Visual System’s (HVS) characteristics.
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A Hitchhiker’s Guide to Structural Similarity - arXiv.org
https://arxiv.org/pdf/2101.06354
ABSTRACT The Structural Similarity (SSIM) Index is a very widely used image/video quality model that continues to play an important role in the perceptual evaluation of compression algorithms, encoding recipes
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SSIM: Structural Similarity Index | Imatest
https://www.imatest.com/docs/ssim/
Introduction — The Structural Similarity Index (SSIM) is a perceptual metric that quantifies image quality degradation* caused by processing such as data compression or by losses in data transmission. It is a full reference metric that requires two images from the same image capture— a reference image and a processed image.
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Understanding SSIM | DeepAI
https://deepai.org/publication/understanding-ssim
Jun 24, 2020 · Understanding SSIM. The use of the structural similarity index (SSIM) is widespread. For almost two decades, it has played a major role in image quality assessment in many different research disciplines. Clearly, its merits are indisputable in the research community.
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Understanding SSIM | Research - NVIDIA
https://research.nvidia.com/publication/2020-07_Understanding-SSIM
Jul 1, 2020 · Algorithms and Numerical Methods. Computer Graphics. The use of the structural similarity index (SSIM) is widespread. For almost two decades, it has played a major role in image quality assessment in many different research disciplines. Clearly, its merits are indisputable in the research community.
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SSIM index for image quality assessment - University of Texas at …
http://live.ece.utexas.edu/research/quality/ssim/
Jun 2, 2003 · The Structural SIMilarity (SSIM) index is a novel method for measuring the similarity between two images. The SSIM index can be viewed as a quality measure of one of the images being compared, provided the other image is regarded as of perfect quality. It is an improved version of the universal image quality index we proposed before.
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