Quantum Enhanced Image Denoiser

Description

  • Josh Hutchinson

  • Arizona State University

  • 2024

Enhanced a Convolutional Blind Denoising Network (CBDNet) machine learning algorithm by adding a parallel layer that pre-processes an image through a quantum circuit. Utilized for images ranging from 64x64 to 256x256 pixels, both greyscale and RGB.