Concepedia

On the use of deep learning for blind image quality assessment

Unknown author(s)

Signal Image and Video Processing · 2017 · 275 citations · 39 references

Open access

Concepts

ComputingComputer ScienceComputer VisionDigital ImagingMachine LearningDeep LearningImage QualityImage Quality AssessmentImage Quality AssuranceImage RestorationVision ImpairmentBlind DeconvolutionBlind Image RestorationDeep Learning-based Quality AssessmentImage Quality PredictionMedical Image Quality Assessment

References

39

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

Arts, Vision Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 40.2K citations

Computing, Computer Science, Computer Vision +9

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

No-Reference Image Quality Assessment in the Spatial Domain

A. Mittal, Anush K. Moorthy, Alan C. Bovik · IEEE Transactions on Image Processing · 2012 · 5.8K citations

Computing, Computer Science, Computer Vision +15