Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification
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Licheng Jiao | Xiangrong Zhang | Huiyu Zhou | Chen Li | Ning Huyan | Yanjie Liang | L. Jiao | Huiyu Zhou | Xiangrong Zhang | Chen Li | Ning Huyan | Yaodan Liang
[1] Carlo Gatta,et al. Unsupervised Deep Feature Extraction for Remote Sensing Image Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[2] Andrew Y. Ng,et al. Parsing Natural Scenes and Natural Language with Recursive Neural Networks , 2011, ICML.
[3] Gang Wang,et al. Deep Learning-Based Classification of Hyperspectral Data , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[4] FauvelMathieu,et al. Kernel principal component analysis for the classification of hyperspectral remote sensing data over urban areas , 2009 .
[5] Lorenzo Bruzzone,et al. Classification of hyperspectral remote sensing images with support vector machines , 2004, IEEE Transactions on Geoscience and Remote Sensing.
[6] Qi Wang,et al. Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking , 2016, IEEE Transactions on Neural Networks and Learning Systems.
[7] Jeffrey Pennington,et al. Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions , 2011, EMNLP.
[8] Biao Hou,et al. Spatial-spectral classification based on group sparse coding for hyperspectral image , 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.
[9] Jon Atli Benediktsson,et al. Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques , 2009, IEEE Transactions on Geoscience and Remote Sensing.
[10] Jorge Nocedal,et al. On the limited memory BFGS method for large scale optimization , 1989, Math. Program..
[11] Yangyang Li,et al. PSO-based automatic relevance determination and feature selection system for hyperspectral image classification , 2012 .
[12] Dimitris G. Manolakis,et al. Detection algorithms for hyperspectral imaging applications , 2002, IEEE Signal Process. Mag..
[13] Nasser M. Nasrabadi,et al. Automated Hyperspectral Cueing for Civilian Search and Rescue , 2009, Proceedings of the IEEE.
[14] Tim R. McVicar,et al. Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indexes , 2003, IEEE Trans. Geosci. Remote. Sens..
[15] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[16] Xiangrong Zhang,et al. Semisupervised Dimensionality Reduction of Hyperspectral Images via Local Scaling Cut Criterion , 2013, IEEE Geoscience and Remote Sensing Letters.
[17] Qi Wang,et al. Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization , 2016, IEEE Transactions on Cybernetics.
[18] Glenn Healey,et al. Hyperspectral Region Classification Using a Three-Dimensional Gabor Filterbank , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[19] Kunihiko Fukushima,et al. Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position , 1980, Biological Cybernetics.
[20] Fuan Tsai,et al. Feature Extraction of Hyperspectral Image Cubes Using Three-Dimensional Gray-Level Cooccurrence , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[21] Jon Atli Benediktsson,et al. Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas , 2009, EURASIP J. Adv. Signal Process..
[22] Trac D. Tran,et al. Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models , 2013, IEEE Geoscience and Remote Sensing Letters.
[23] J. Shan,et al. Principal Component Analysis for Hyperspectral Image Classification , 2002 .
[24] Yoshua Bengio,et al. Greedy Layer-Wise Training of Deep Networks , 2006, NIPS.
[25] Xiuping Jia,et al. Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks , 2016, IEEE Transactions on Geoscience and Remote Sensing.
[26] Jon Atli Benediktsson,et al. Generalized Composite Kernel Framework for Hyperspectral Image Classification , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[27] Johannes R. Sveinsson,et al. Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles , 2008, 2007 IEEE International Geoscience and Remote Sensing Symposium.
[28] Trac D. Tran,et al. Hyperspectral Image Classification Using Dictionary-Based Sparse Representation , 2011, IEEE Transactions on Geoscience and Remote Sensing.