Narayan Kothari

Lqaid: Localized Quality Aware Image Denoising Using Deep Convolutional Neural Networks

In this paper we propose the Localized Quality Aware Image Denoising (LQAID) technique for image denoising using deep convolutional neural networks (CNNs). LQAID relies on local quality estimates over global cues like noise standard deviation since the perceptual quality of a noisy image is typicall…