Comparison of deep learning classification models for facial image age estimation in digital forensic investigations.
Monika RoopakSaad KhanSimon ParkinsonRachel ArmitagePublished in: Forensic Sci. Int. Digit. Investig. (2023)
Keyphrases
- facial images
- age estimation
- classification models
- digital forensics
- deep learning
- face recognition
- decision trees
- human faces
- training data
- unsupervised learning
- face detection
- law enforcement
- feature selection
- facial expressions
- machine learning
- image database
- feature set
- human perception
- data sets
- facial features
- feature subset
- estimation accuracy
- mental models
- face images
- artificial neural networks
- image retrieval
- pattern recognition
- learning algorithm
- neural network