Tidying Deep Saliency Prediction Architectures

Navyasri Reddy,Samyak Jain,Pradeep Yarlagadda,Vineet Gandhi,Navyasri Reddy,Samyak Jain,Pradeep Yarlagadda,Vineet Gandhi

Learning computational models for visual attention (saliency estimation) is an effort to inch machines/robots closer to human visual cognitive abilities. Data-driven efforts have dominated the landscape since the introduction of deep neural network architectures. In deep learning research, the choices in architecture design are often empirical and frequently lead to more complex models than necess...