Bayesian Convolutional Neural Networks for Limited Data Hyperspectral
Remote Sensing Image Classification

Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification

19 May 2022

Amirabbas Davari

Andreas K. Maier

Christian Riess

Papers citing "Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification"

11 / 11 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 277 30,109 0 01 Mar 2022
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm Rosanna Dietrich-Sussner Amirabbas Davari T. Seehaus M. Braun Vincent Christlein Andreas Maier Christian Riess GAN 31 9 0 08 Jan 2021
Deep Learning for Classification of Hyperspectral Data: A Comparative Review Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 85 478 0 24 Apr 2019
A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference Kumar Shridhar F. Laumann Marcus Liwicki BDL UQCV 81 174 0 08 Jan 2019
HSI-CNN: A Novel Convolution Neural Network for Hyperspectral Image Yanan Luo Jie Zou Chengfei Yao Tao Li Gang Bai 31 133 0 28 Feb 2018
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data Amirabbas Davari E. Aptoula Berrin Yanikoglu Andreas Maier Christian Riess 31 34 0 13 Dec 2017
Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting Jacopo Acquarelli Elena Marchiori Lutgarde M. C. Buydens Thanh Tran Twan van Laarhoven 35 42 0 15 Nov 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 103 1,801 0 22 Dec 2016
Variational Dropout and the Local Reparameterization Trick Diederik P. Kingma Tim Salimans Max Welling BDL 223 1,514 0 08 Jun 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 258 751 0 06 Jun 2015
Weight Uncertainty in Neural Networks Charles Blundell Julien Cornebise Koray Kavukcuoglu Daan Wierstra UQCV BDL 185 1,887 0 20 May 2015

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