On the use of XAI for CNN model interpretation: a remote sensing case study

• Main Authors: Moradi, Loghman, Kalantar, Bahareh, Zaryabi, Erfan Hasanpour, Abdul Halin, Alfian, Ueda, Naonori
• Format: Conference or Workshop Item
• Published: IEEE 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/37761/; https://ieeexplore.ieee.org/document/10089337
• Institution: Universiti Putra Malaysia

In this paper, we investigate the use of Explainable Artificial Intelligence (XAI) methods for the interpretation of two Convolutional Neural Network (CNN) classifiers in the field of remote sensing (RS). Specifically, the SegNet and Unet architectures for RS building information extraction and segm...