A Hybrid CNN Based on Global Reasoning for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3199208
Abstract: In recent years, convolutional neural networks (CNNs) have been widely used in hyperspectral images (HSIs) classification. However, 2-D CNN, 3-D CNN, and even the newly emerged hybrid CNN (HCNN) all require multiple or deep CNN… read more here.
Keywords: hcnn; classification; hybrid cnn; based global ... See more keywords
SS-HCNN: Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2886758
Abstract: The availability of large-scale annotated data and the uneven separability of different data categories have become two major impediments of deep learning for image classification. In this paper, we present a semi-supervised hierarchical convolutional neural… read more here.
Keywords: hcnn; cnns; semi supervised; image classification ... See more keywords