Three-dimensional Softmax mechanism guided bidirectional GRU networks for hyperspectral remote sensing image classification

• Main Authors: Wu, Guoqiang, Ning, Xin, Hou, Luyang, He, Feng, Zhang, Hengmin, Shankar, Achyut
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Neural Network; Hyperspectral Image Classification
• Online Access: https://hdl.handle.net/10356/172195
• Institution: Nanyang Technological University

Hyperspectral data is a valuable source of both spectral and spatial information. However, to enhance the classification accuracy of hyperspectral image features, it is crucial to capture the spatial spectral features of image elements. The recent years have witnessed the potentials of deep learning...