Robust Satellite Image Classification with Bayesian Deep Learning

Image-based object detection and classification are essential for satellite-based monitoring, which spans multiple safety-critical engineering applications. Meanwhile, state-of-the-art deep learning significant improves the accuracy for image classification tasks thus has been deployed in various scenarios. However, it’s well-known deep learning-based image classifiers are vulnerable to small pert...