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References from DeepUAge: Improving Underage Age Estimation Accuracy to Aid CSEM Investigation. Local targets link to admitted publications; unresolved targets remain external evidence.
Evaluating automated facial age estimation techniques for digital forensics
2018 · External reference
Improving borderline adulthood facial age estimation through ensemble learning
10.1145/3339252.3341491 · 2019 · External reference
Apparent age estimation from face images combining general and children-specialized deep learning models
2016 · External reference
Large-scale machine learning with stochastic gradient descent
10.1007/978-3-7908-2604-3_16 · 2010 · External reference
An age estimation dataset with applications to detect infants in pornography content
2016 · External reference
The dartmouth database of children's faces: acquisition and validation of a new face stimulus set
10.1371/journal.pone.0079131 · 2013 · External reference
Longitudinal study of child face recognition
2018 · External reference
A large-scale hierarchical image database
2009 · External reference
Methodology for the automated metadata-based classification of incriminating digital forensic artefacts
10.1145/3339252.3340517 · 2019 · External reference
Age and gender estimation of unfiltered faces
10.1109/tifs.2014.2359646 · 2014 · External reference
Juvenile age estimation from facial images
10.1016/j.scijus.2016.08.005 · 2017 · External reference
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2011 · External reference
Unresolved reference
2019 · External reference
Generalized procrustes analysis
10.1007/bf02291478 · 1975 · External reference
A study on automatic age estimation using a large database
2009 · External reference
Demographic estimation from face images: human vs. Machine performance
10.1109/tpami.2014.2362759 · 2015 · External reference
Dlib-ml: a machine learning toolkit
2009 · External reference
FG-NET aging data base
2002 · External reference
Current challenges and future research areas for digital forensic investigation
2016 · External reference
AgeNet: deeply learned regressor and classifier for robust apparent age estimation
2015 · External reference
Unresolved reference
2017 · External reference
Machine learning: face recognition technology evidence in criminal trials
2010 · External reference
Machine learning evidence: admissibility and weight
2018 · External reference
The FERET database and evaluation procedure for face-recognition algorithms
10.1016/s0262-8856(97)00070-x · 1998 · External reference
Modeling age progression in young faces
2006 · External reference
Preprocessing of face images: detection of features and pose normalization
10.1006/cviu.1997.0640 · 1998 · External reference
A review of face recognition against longitudinal child faces
2015 · External reference
Deep expectation of real and apparent age from a single image without facial landmarks
10.1007/s11263-016-0940-3 · 2018 · External reference
Towards automatic detection of child pornography
2014 · External reference
A practitioner survey exploring the value of forensic tools, AI, filtering, & safer presentation for investigating child sexual abuse material (CSAM)
10.1016/j.diin.2019.04.005 · 2019 · External reference
Battling the digital forensic backlog
2016 · External reference
Children and adolescents on television: a consistent pattern of devaluation
10.1177/0272431687073003 · 1987 · External reference
Unresolved reference
2006 · External reference
Understanding data augmentation for classification: when to warp?
2016 · External reference
Age progression/regression by conditional adversarial autoencoder
2017 · External reference
Unresolved reference
External reference