Spectral transformation based on nonlinear principal component analysis for dimensionality reduction of hyperspectral images

by Giorgio Licciardi, Jocelyn Chanussot
Published 2018-01-01

Toward Super-Resolution ImageConstruction Based on Joint Tensor Decomposition

by Xiaoxu Ren, Liangfu Lu, Jocelyn Chanussot
Published 2020-08-01

Démélange robuste d'images hyperspectrales en interprétant les pôles de mélange comme des données directionnelles

by Lucas Drumetz, Jocelyn Chanussot, Akira Iwasaki
Published 2018-09-01

Non-Linear Spectral Unmixing for the Estimation of the Distribution of Graphene Oxide Deposition on 3D Printed Composites

by Giorgio Licciardi, Costantino Del Gaudio, Jocelyn Chanussot
Published 2020-11-01

Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars

by Jun Liu, Bin Luo, Sylvain Douté, Jocelyn Chanussot
Published 2018-05-01

Information extraction from remote sensing imagery

by Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot
Published 2017-10-01

Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers

by Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
Published 2020-04-01

Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features

by Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot
Published 2018-06-01

Noise Reduction in Hyperspectral Imagery: Overview and Application

by Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Licciardi, Jocelyn Chanussot
Published 2018-03-01

Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

by Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
Published 2009-01-01

An Introduction to Deep Morphological Networks

by Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. Dos Santos
Published 2021-01-01

Analysis of the Chemical and Physical Environmental Aspects that Promoted the Spread of SARS-CoV-2 in the Lombard Area

by Roberto Dragone, Giorgio Licciardi, Gerardo Grasso, Costantino Del Gaudio, Jocelyn Chanussot
Published 2021-01-01

Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples

by Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie
Published 2016-07-01

Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening

by Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza
Published 2020-01-01

A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening

by Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Published 2020-01-01

Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods

by Bertrand Gottin, Cornel Ioana, Jocelyn Chanussot, Guy D'Urso, Thierry Espilit
Published 2009-01-01

Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping

by Wenzhi Liao, Frieke Van Coillie, Lianru Gao, Liwei Li, Bing Zhang, Jocelyn Chanussot
Published 2018-01-01

Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops

by David Alejandro Jimenez-Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas-Cardona, Jocelyn Chanussot
Published 2020-08-01

An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data

by Théo Masson, Marie Dumont, Mauro Dalla Mura, Pascal Sirguey, Simon Gascoin, Jean-Pierre Dedieu, Jocelyn Chanussot
Published 2018-04-01

Segmentation hyperspectrale de forêts tropicales par Arbres de Partition Binaires

by Guillaume Tochon, Jean-Baptiste Féret, Silvia Valero, Roberta E. Martin, Raul Tupayachi, Jocelyn Chanussot, Philippe Salembier, Gregory P. Asner
Published 2014-04-01