What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance

Mahmoud Afifi, Michael S Brown

There is active research targeting local image manipulations that can fool deep neural networks (DNNs) into producing incorrect results. This paper examines a type of global image…