List of works - Jocelyn Chanussot

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images

scientific article published in 2022

A Combiner-Based Full Resolution Quality Assessment Index for Pansharpening

A Critical Comparison Among Pansharpening Algorithms

scholarly article by Gemine Vivone et al published May 2015 in IEEE Transactions on Geoscience and Remote Sensing

A Framework for Fast Image Deconvolution with Incomplete Observations ⬇️

scientific article published on 26 August 2016

A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

scientific article published on 27 June 2014

Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]

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

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification

scholarly article by Eysteinn Már Sigurðsson et al published October 2014 in Pattern Recognition Letters

Band Assignment Approaches for Hyperspectral Sharpening

Binary partition tree as a hyperspectral segmentation tool for tropical rainforests

scholarly article published July 2012

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability

scientific article published on 9 June 2016

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

scholarly article

Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

Context-Adaptive Pansharpening Based on Image Segmentation

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

Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening

Detection of hedges based on attribute filters

Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images ⬇️

scientific article published on 3 May 2016

Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching

scientific article published in 2022

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification

Fusion of MultiSpectral and Panchromatic Images Based on Morphological Operators

scientific article published on 20 April 2016

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction

Global and local Gram-Schmidt methods for hyperspectral pansharpening

Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images

scientific article published in 2022

Guest Editorial Computational Imaging for Earth Sciences

Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

scholarly article

Hyperspectral Image Representation and Processing With Binary Partition Trees ⬇️

scientific article published on December 4, 2012

Hyperspectral Pansharpening: A Review

Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation

scientific article published on 25 February 2021

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.

scientific article

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation

scientific article published on 10 June 2014

Improved resolution for the detection of snow with MODIS using wavelet fusion

Improving MODIS Spatial Resolution for Snow Mapping Using Wavelet Fusion and ARSIS Concept

Introduction to the Issue on Advances in Remote Sensing Image Processing

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

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

scientific article published on 01 January 2019

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

scientific article published on 01 December 2019

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images

scientific article published in 2022

Machine Learning in Pansharpening: A Benchmark, From Shallow to Deep Networks

scientific article published in 2022

Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery

Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration

scientific article published on 25 May 2022

Multiple Kernel Learning for Hyperspectral Image Classification: A Review

article

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Nonlinear Spectral Unmixing for the Characterisation of Volcanic Surface Deposit and Airborne Plumes from Remote Sensing Imagery

scientific article published in 2017

Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms

Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree

Recent advances in techniques for hyperspectral image processing

scientific article published in September 2009

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments

article by Giorgio A. Licciardi et al published February 2012 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis

scientific article published on 22 March 2024

Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers

scientific article published on 31 December 2009

Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation

Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence

scientific article published on 21 January 2016

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry

scientific article published on 21 February 2020

Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach ⬇️

scientific article published on November 11, 2011

Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing

scientific article published in 2022

List of works by Jocelyn Chanussot

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images

A Combiner-Based Full Resolution Quality Assessment Index for Pansharpening

A Critical Comparison Among Pansharpening Algorithms

A Framework for Fast Image Deconvolution with Incomplete Observations ⬇️

A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]

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

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification

Band Assignment Approaches for Hyperspectral Sharpening

Binary partition tree as a hyperspectral segmentation tool for tropical rainforests

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

Context-Adaptive Pansharpening Based on Image Segmentation

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

Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening

Detection of hedges based on attribute filters

Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images ⬇️

Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification

Fusion of MultiSpectral and Panchromatic Images Based on Morphological Operators

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction

Global and local Gram-Schmidt methods for hyperspectral pansharpening

Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images

Guest Editorial Computational Imaging for Earth Sciences

Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

Hyperspectral Image Representation and Processing With Binary Partition Trees ⬇️

Hyperspectral Pansharpening: A Review

Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation

Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation

Improved resolution for the detection of snow with MODIS using wavelet fusion

Improving MODIS Spatial Resolution for Snow Mapping Using Wavelet Fusion and ARSIS Concept

Introduction to the Issue on Advances in Remote Sensing Image Processing

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

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images

Machine Learning in Pansharpening: A Benchmark, From Shallow to Deep Networks

Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery

Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration

Multiple Kernel Learning for Hyperspectral Image Classification: A Review

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Nonlinear Spectral Unmixing for the Characterisation of Volcanic Surface Deposit and Airborne Plumes from Remote Sensing Imagery

Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms

Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree

Recent advances in techniques for hyperspectral image processing

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles

Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments

Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis

Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers

Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation

Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry

Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach ⬇️

Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing

Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]