D2SC-GAN: Dual Deep-Shallow Channeled Generative Adversarial Network, for Resolving Low-Resolution Faces for Recognition in Classroom Scenarios.
Avishek BhattacharjeeSukhendu DasPublished in: IEEE Trans. Biom. Behav. Identity Sci. (2020)
Keyphrases
- low resolution
- high resolution
- face images
- super resolution
- low resolution images
- face recognition
- high quality
- image patches
- image super resolution
- face identification
- face recognition systems
- human faces
- face recognition algorithms
- low resolution face images
- resolution enhancement
- high resolution images
- super resolved
- lower resolution
- depth map
- recognition rate
- object recognition
- feature extraction
- super resolution reconstruction
- higher resolution
- image reconstruction
- active appearance models
- generative model
- frontal face
- morphable face model
- dense correspondences
- face hallucination
- unsupervised learning
- facial features
- remote sensing
- image restoration
- super resolution algorithm
- principal component analysis
- probe image
- feature selection
- computer vision