EndNet: Sparse AutoEncoder Network for Endmember Extraction and
Hyperspectral Unmixing

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EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing

6 August 2017

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Papers citing "EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing"

19 / 19 papers shown

Title
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks Chunjie Luo Jianfeng Zhan Lei Wang Qiang Yang 71 203 0 20 Feb 2017
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 177 3,713 0 27 Jul 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 305 5,534 0 23 Nov 2015
A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation Yuan Zhou Anand Rangarajan P. Gader 32 33 0 30 Sep 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 102 1,372 0 09 Jul 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,913 0 05 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 341 18,651 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014
Structured Sparse Method for Hyperspectral Unmixing Feiyun Zhu Ying Wang Shiming Xiang Bin Fan Chunhong Pan 64 238 0 19 Mar 2014
Spectral Unmixing via Data-guided Sparsity Feiyun Zhu Ying Wang Bin Fan Gaofeng Meng Shiming Xiang Chunhong Pan 65 233 0 13 Mar 2014
Zero-bias autoencoders and the benefits of co-adapting features K. Konda Roland Memisevic David M. Krueger AI4CE 80 92 0 13 Feb 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 136 186 0 22 Jan 2014
k-Sparse Autoencoders Alireza Makhzani Brendan J. Frey 99 457 0 19 Dec 2013
Dropout Training as Adaptive Regularization Stefan Wager Sida I. Wang Percy Liang 129 600 0 04 Jul 2013
Nonlinear unmixing of hyperspectral images: models and algorithms N. Dobigeon J. Tourneret C. Richard J. Bermudez S. Mclaughlin Alfred Hero 69 419 0 06 Apr 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 278 12,458 0 24 Jun 2012
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 103 2,574 0 28 Feb 2012
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition Koray Kavukcuoglu MarcÁurelio Ranzato Yann LeCun 110 247 0 18 Oct 2010

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