Application of Image Enhancement Techniques in Facial Recognition System
The proposed Adaptive Super-Resolution Generative Adversarial Network (Adaptive SRGAN) integrates adaptive learning with image super resolution to reconstruct identity preserving high resolution facial images by employing adaptive learning rate optimization, dynamic loss weighting, attention guided feature enhancement and identity preserving loss functions.