A novel generative adversarial network-based super-resolution approach for face recognition.
Amit ChouguleShreyas KolteVinay ChamolaAmir HussainPublished in: Expert Syst. J. Knowl. Eng. (2024)
Keyphrases
- super resolution
- face recognition
- low resolution
- high resolution
- image reconstruction
- face images
- image restoration
- motion estimation
- resolution enhancement
- generative model
- low resolution images
- video super resolution
- high quality
- image super resolution
- high resolution images
- adaptive regularization
- principal component analysis
- low resolution face images
- super resolution reconstruction
- computer vision
- motion blur
- human faces
- recognition rate
- light field
- image resolution
- higher resolution
- super resolved
- multi frame
- high resolution video
- single image super resolution
- unsupervised learning
- face detection
- single frame
- facial images
- sparse representation
- probabilistic model
- super resolution image reconstruction
- feature extraction
- face hallucination
- multiscale