Multiscale Spatial-Spectral Feature Extraction Network for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3179446
Abstract: Convolutional neural networks have garnered increasing interest for the supervised classification of hyperspectral imagery. However, images with a wide variety ofspatial land-cover sizes can hinder the feature-extraction ability of traditional convolutional networks. Consequently, many approaches… read more here.
Keywords: network; spatial spectral; feature; feature extraction ... See more keywords
A Multiscale Spatial–Spectral Prototypical Network for Hyperspectral Image Few-Shot Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3185743
Abstract: Due to the complex environment of hyperspectral image (HSI) gathering area, it is difficult to obtain a large number of labeled samples for HSI. Therefore, how to effectively achieve the HSI few-shot classification is a… read more here.
Keywords: shot classification; spatial spectral; hsi; multiscale spatial ... See more keywords