Concepedia

Recognition oriented facial image quality assessment via deep convolutional neural network

Ning Zhuang, Qiang Zhang, Cenhui Pan, Bingbing Ni, Yi Xu, Xiaokang Yang, Wenjun Zhang

Neurocomputing · 2019 · 35 citations · 43 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningFace RecognitionImage QualityImage Quality AssessmentRepresentation LearningAutomated Quality AssessmentConvolutional Neural NetworksDeep Learning-based Quality AssessmentFace Image Quality AssessmentFace Recognition Metric LearningImage Quality PredictionImage Quality ScoringQuality Factors

References

43

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

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

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Going deeper with convolutions

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

Computing, Computer Science, Artificial Intelligence +15