Research on hyper-spectral remote sensing image classification by applying stacked de-noising auto-encoders neural network

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen, Zhouhan Lin, Xing Zhao et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 2.6K citations

Computing, Computer Science, Feature Engineering +15

Principal components analysis (PCA)

Andrzej Maćkiewicz, Waldemar Ratajczak · Computers & Geosciences · 1993 · 1.6K citations

Computing, Data Science, Data Analytics +10

Hyperspectral image data analysis

D. A. Landgrebe · IEEE Signal Processing Magazine · 2002 · 1.1K citations

Natural Sciences, Earth Sciences, Atmospheric Radiation +15