How Image Degradations Affect Deep CNN-based Face Recognition?
Samil KarahanMerve Kilinc YildirimKadir KirtaçFerhat Sükrü RendeGultekin ButunHazim Kemal EkenelPublished in: CoRR (2016)
Keyphrases
- face recognition
- multiscale
- input image
- image data
- single image
- image features
- image content
- image analysis
- image segmentation
- image retrieval
- image pixels
- high resolution
- image regions
- edge detection
- segmentation method
- recognition rate
- template matching
- low level
- image representation
- image collections
- image classification
- illumination conditions
- test images
- illumination insensitive
- feature points
- image quality
- principal component analysis
- spatial information
- linear discriminant analysis
- level set
- video sequences
- feature representation
- cellular neural networks
- binary patterns
- similarity measure