Face image manipulation detection based on a convolutional neural network.
L. Minh DangIbrahim HassanSuhyeon ImHyeonjoon MoonPublished in: Expert Syst. Appl. (2019)
Keyphrases
- face images
- convolutional neural network
- face recognition
- face detection
- human faces
- detection accuracy
- feature vectors
- facial expressions
- facial features
- detection rate
- detection method
- low resolution
- face databases
- principal component analysis
- high resolution
- face verification
- age estimation
- feature points
- detection algorithm
- training set
- face recognition algorithms
- low resolution face images
- feature extraction
- image set
- human face recognition
- recognition rate
- face representation
- face recognition systems
- input image
- face detector
- cmu pie
- illumination variations
- database
- dimensionality reduction