Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2019.2961141
Abstract: Classification is an important technique for remotely sensed hyperspectral image (HSI) exploitation. Often, the presence of wrong (noisy) labels presents a drawback for accurate supervised classification. In this article, we introduce a new framework for… read more here.
Keywords: superpixel pixel; distance; noisy label; label detection ... See more keywords
Hyperspectral Image Classification Using a Superpixel–Pixel–Subpixel Multilevel Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3271713
Abstract: Hyperspectral images (HSIs) often contain irregular ground cover with mixed spectral features and noise, which makes it challenging to identify the ground cover using only pixel features, superpixel features, or a combination of both. To… read more here.
Keywords: subpixel multilevel; network; superpixel pixel; classification ... See more keywords