Hyperspectral image classification based on discriminative locality preserving broad learning system

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

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

Shuicheng Yan, Dong Xu, Benyu Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 2.9K citations

Computing, Computer Science, Computational Geometry +10

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

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

C. L. Philip Chen, Zhulin Liu · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 1.9K citations

Computing, Computer Science, Feature Engineering +7