Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification

Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification

In recent years, deep neural networks have been widely used for hyperspectral image (HSI) classification and have shown excellent performance using numerous labeled samples. The acquisition of HSI labels is usually based on the field investigation, which is expensive and time consuming. Hence, the a...

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Bibliographic Details
Main Authors: Wenhui Hou, Na Chen, Jiangtao Peng, Weiwei Sun, Qian Du
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Active learning (AL)
deep learning (DL)
hyperspectral image (HSI) classification
self-paced learning (SPL)
Online Access:https://ieeexplore.ieee.org/document/10018878/

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