Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3153673
Abstract: The rapid development of remote sensing sensors makes the acquisition, analysis, and application of hyperspectral images (HSIs) more and more extensive. However, the limited sample sets, high-dimensional features, highly correlated bands, and mixing spectral information… read more here.
Keywords: spatial spectral; classification; feature; unsupervised network ... See more keywords
A Comparative Study for Unsupervised Network Representation Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2019.2951398
Abstract: There has been significant progress in unsupervised network representation learning (UNRL) approaches over graphs recently with flexible random-walk approaches, new optimization objectives, and deep architectures. However, there is no common ground for systematic comparison of… read more here.
Keywords: representation learning; unsupervised network; network representation; study ... See more keywords