Examining StyleGAN as a Utility-Preserving Face De-identification Method.
Seyyed Mohammad Sadegh Moosavi KhorzooghiShirin NilizadehPublished in: Proc. Priv. Enhancing Technol. (2023)
Keyphrases
- experimental evaluation
- preprocessing
- cost function
- fully automatic
- input data
- high accuracy
- synthetic data
- computational cost
- pairwise
- significant improvement
- probabilistic model
- objective function
- neural network
- high precision
- computationally efficient
- classification method
- optimization algorithm
- principal component analysis
- segmentation algorithm
- support vector machine svm
- theoretical analysis
- mutual information
- image registration
- computational complexity
- face recognition
- genetic algorithm