Teaching CNNs to mimic Human Visual Cognitive Process & regularise Texture-Shape bias

Satyam Mohla, Anshul Nasery, Biplab Banerjee

Recent experiments in computer vision demonstrate texture bias as the primary reason for supreme results in models employing Convolutional Neural Networks (CNNs), conflicting with…