Pallavi Basavaraju

Hybrid Perceptual Image Enhancement Framework using Traditional Processing and Deep Learning Refinement

The experimental results demonstrate that the proposed sequential framework provides superior contrast enhancement, noise suppression, structural preservation, and perceptual quality while maintaining diagnostically relevant anatomical information.