Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification

Deep neural networks (DNNs) have emerged as a relevant tool for the classification of remotely sensed hyperspectral images (HSIs), with convolutional neural networks (CNNs) being the current state-of-the-art in many classification tasks. However, deep CNNs present several limitations in the context...

Full description

Bibliographic Details
Main Authors: Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/10/9/1454