Understanding How Image Quality Affects Deep Neural Networks

Understanding How Image Quality Affects Deep Neural Networks

Understanding How Image Quality Affects Deep Neural Networks Image quality is an important practical challenge that is often overlooked in the design of machine vision systems. Commonly, machine vision systems are trained and tested on high quality image datasets, yet...
A No-Reference Texture Regularity Metric Based on Visual Saliency

A No-Reference Texture Regularity Metric Based on Visual Saliency

A No-Reference Texture Regularity Metric Based on Visual Saliency This paper presents a no-reference perceptual metric that quantifies the degree of perceived regularity in textures. The metric is based on the similarity of visual attention (VA) of the textural...