Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks

19 March 2023

Papers citing "Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks"

13 / 13 papers shown

Title
Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering Tales Imbiriba Ahmet Demirkaya J. Duník O. Straka Deniz Erdoğmuş Pau Closas 56 13 0 13 Apr 2022
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing Danfeng Hong Lianru Gao Jing Yao Naoto Yokoya Jocelyn Chanussot U. Heiden Bing Zhang 58 160 0 21 May 2021
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing Haoqing Li R. Borsoi Tales Imbiriba Pau Closas J. Bermudez Deniz Erdoğmuş 115 34 0 17 Apr 2021
Illumination invariant hyperspectral image unmixing based on a digital surface model Tatsumi Uezato Naoto Yokoya Wei He 36 19 0 23 Jul 2020
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing R. Borsoi Tales Imbiriba Pau Closas J. Bermudez C. Richard 58 20 0 02 Jan 2020
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis R. Borsoi Tales Imbiriba J. Bermudez C. Richard 54 22 0 20 Sep 2019
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing R. Borsoi Tales Imbiriba J. Bermudez 42 104 0 14 Feb 2019
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 41 714 0 29 Oct 2018
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability R. Borsoi Tales Imbiriba J. Bermudez 39 98 0 30 Aug 2018
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing R. Borsoi Tales Imbiriba J. Bermudez C. Richard 53 90 0 05 Dec 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 152 564 0 04 Mar 2017
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013
Kernel Topic Models Philipp Hennig David H. Stern R. Herbrich T. Graepel BDL 75 63 0 21 Oct 2011