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Everything about Image quality
Characteristic of an image
Image quality can refer to the level of accuracy with which different imaging systems capture, process, store, compress, transmit and display the signals that form an image. Another definition refers to image quality as "the weighted combination of all of the visually significant attributes of an image". The difference between the two definitions is that one focuses on the characteristics of signal processing in different imaging systems and the latter on the perceptual assessments that make an image pleasant for human viewers. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Image qualityA 5-minute orientation
- Skim a recent paper: Similarity and quality metrics for MR image-to-image translationInfluential work since 2022
- Pick up a classic book: Digital Video QualityThe most-reprinted book on the subject
- Read the landmark paper: Image quality assessment: from error visibility to structural similarityCited 53,165 times
- Go sideways: Video qualityA closely related topic
- Go sideways: Structural similarityA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
Image quality assessment: from error visibility to structural similarity
Making a “Completely Blind” Image Quality Analyzer
No-Reference Image Quality Assessment in the Spatial Domain
EBSD Image Quality Mapping
Digital Radiography Image Quality: Image Acquisition
Image Retargeting Quality Assessment
Image Metrics for Predicting Subjective Image Quality
Retinal image quality assessment using generic image quality indicators
🆕 Influential since 2022
Similarity and quality metrics for MR image-to-image translation
Pytorch Image Quality: Metrics for Image Quality Assessment
No-Reference Image Quality Assessment: Obtain MOS From Image Quality Score Distribution
Degraded Reference Image Quality Assessment
Quality-aware blind image motion deblurring
📚 Books worth reading
Digital Video QualityStefan Winkler · 2005- 📕Meta-AlgorithmicsSteven J. Simske · 2013
Radiographic imaging and exposureTerri L. Fauber, E. Burns · 2000
An analysis of radiographic qualityDaniel P. Donohue · 1980
Radiation exposure and image quality in x-ray diagnostic radiologyHorst Aichinger, Joachim Dierker · 2003
Quality management in the imaging sciencesJeffrey Papp · 2011
Modern image quality assessmentZhou Wang, Alan C. Bovik · 2006
Camera Image Quality BenchmarkingJonathan B. Phillips, Henrik Eliasson · 2017
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Video quality Video quality is a characteristic of a video passed through a video transmission or processing system that describes perceived video degradation (typically…
- Structural similarity In digital media and the study of algorithms, the structural similarity (SSIM) is a method for predicting the perceived quality of digital video and images…
- MOVIE Index The MOtion-tuned Video Integrity Evaluation (MOVIE) index is a model and set of algorithms for predicting the perceived quality of digital television and…
- Video Multimethod Assessment Fusion Video Multimethod Assessment Fusion (VMAF) is an objective full-reference video quality metric developed by Netflix in cooperation with the University…
- Perceptual Evaluation of Video Quality Perceptual Evaluation of Video Quality (PEVQ) is an end-to-end (E2E) measurement algorithm to score the picture quality of a video presentation by means…
- Scene statistics Scene statistics is a discipline within the field of perception. It is concerned with the statistical regularities related to scenes. It is based on the…
- Tone mapping Tone mapping is a technique used in image processing and computer graphics to map one set of colors to another to approximate the appearance of high-dynamic-ran…
- Defocus aberration In optics, defocus is the aberration in which an image is simply out of focus. In general, defocus reduces the sharpness and contrast of the image. What…