Hyperspectral image classification using CNN with spectral and spatial features integration

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky et al. · arXiv (Cornell University) · 2012 · 6.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Classification of hyperspectral remote sensing images with support vector machines

Farid Melgani, Lorenzo Bruzzone · IEEE Transactions on Geoscience and Remote Sensing · 2004 · 4.3K citations

Computing, Computer Science, Machine Learning +16

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

Computing, Computer Science, Computer Vision +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

Deep Convolutional Neural Networks for Hyperspectral Image Classification

Wei Hu, Yangyu Huang, Li Wei et al. · Journal of Sensors · 2015 · 1.9K citations · Full text

Computing, Computer Science, Computer Vision +15