Concepedia

Screen content image quality assessment based on convolutional neural networks

Xuhao Jiang, Liquan Shen, Qing Ding, Linru Zheng, Ping An

Journal of Visual Communication and Image Representation · 2019 · 22 citations · 38 references

Concepts

ComputingComputer ScienceComputer VisionDigital ImagingMachine VisionImage EnhancementImage Feature EngineeringImage QualityImage Quality AssessmentImage Quality AssuranceImage TextureConvolutional Neural NetworksDeep Learning-based Image EnhancementDeep Learning-based Quality AssessmentImage Quality PredictionPerceptual Quality Assessment

References

38

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

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

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

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