On the ability of CNNs to extract color invariant intensity based features for image classification

Pradyumna Elavarthi, James Lee, Anca Ralescu

Convolutional neural networks (CNNs) have demonstrated remarkable success in vision-related tasks. However, their susceptibility to failing when inputs deviate from the training di…