Unsupervised deep learning for landslide detection from multispectral sentinel-2 imagery

H Shahabi, M Rahimzad, S Tavakkoli Piralilou… - Remote Sensing, 2021 - mdpi.com
This paper proposes a new approach based on an unsupervised deep learning (DL) model
for landslide detection. Recently, supervised DL models using convolutional neural …

Urban feature extraction within a complex urban area with an improved 3D-CNN using airborne hyperspectral data

X Ma, Q Man, X Yang, P Dong, Z Yang, J Wu, C Liu - Remote Sensing, 2023 - mdpi.com
Airborne hyperspectral data has high spectral-spatial information. However, how to mine
and use this information effectively is still a great challenge. Recently, a three-dimensional …