Is principal component analysis an effective tool to predict face attractiveness? A contribution based on real 3D faces of highly selected attractive women, scanned with stereophotogrammetry.
Luigi Maria GalantucciEliana Di GioiaFulvio LavecchiaGianluca PercocoPublished in: Medical Biol. Eng. Comput. (2014)
Keyphrases
- face images
- principal component analysis
- human faces
- face recognition
- face identification
- face analysis
- face databases
- facial images
- facial features
- feature space
- feature extraction
- high quality
- face model
- face verification
- orl database
- recognizing faces
- gender recognition
- face matching
- face recognition systems
- face tracking
- covariance matrix
- illumination variations
- facial expression recognition
- real world
- principal components
- dimension reduction
- linear discriminant analysis