Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation

2 code implementations • 22 Dec 2017 • Heyi Li, Yunke Tian, Klaus Mueller, Xin Chen

In this paper, we propose a novel two-step understanding method, namely Salient Relevance (SR) map, which aims to shed light on how deep CNNs recognize images and learn features from areas, referred to as attention areas, therein.

Saliency Prediction