Andrea Marinoni

CoRR, 2024

2023

On Measures of Uncertainty in Classification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

A Generalized Geodesic Distance-Based Approach for Analysis of SAR Observations Across Polarimetric Modes.

[BibT_eX]

[DOI]

Debanshu Ratha

Torbjørn Eltoft

IEEE Trans. Geosci. Remote. Sens., 2023

Improving embedding of graphs with missing data by soft manifolds.

[BibT_eX]

[DOI]

CoRR, 2023

Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning.

[BibT_eX]

[DOI]

Marine Mercier

Qian Shi

Mark Girolami

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

AFSD: Adaptive Feature Space Distillation for Distributed Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2022

Remote Sensing for Search and Rescue Operations: Two Methods Studying the 2020 Beirut Blast.

[BibT_eX]

[DOI]

Iain Rolland

Luke Cullen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Impacts of Gas Flaring to the Vegetation Changes in West Siberia Area and Timan Pechora Basins.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Multimodal Feature Selection Method for Remote Sensing Data Analysis Based on Double Graph Laplacian Diagonalization.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Automatic Selection of Relevant Attributes for Multi-Sensor Remote Sensing Analysis: A Case Study on Sea Ice Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

ExtremeEarth Meets Satellite Data From Space.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2021

A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection.

[BibT_eX]

[DOI]

Christian Jutten

Mark Girolami

CoRR, 2021

Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.

[BibT_eX]

[DOI]

CoRR, 2021

Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.

[BibT_eX]

[DOI]

Mark Girolami

Christian Jutten

CoRR, 2021

On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

A Noise-Aware Deep Learning Model for Sea Ice Classification Based on Sentinel-1 Sar Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning.

[BibT_eX]

[DOI]

Gabriel Martín

Zahra Sadeghi

Campbell R. Middleton

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution Samples.

[BibT_eX]

[DOI]

Iain Rolland

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020

Combined InSAR and Terrestrial Structural Monitoring of Bridges.

[BibT_eX]

[DOI]

Campbell R. Middleton

IEEE Trans. Geosci. Remote. Sens., 2020

A Novel Rayleigh Dynamical Model for Remote Sensing Data Interpretation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning.

[BibT_eX]

[DOI]

Remote. Sens., 2020

On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.

[BibT_eX]

[DOI]

Gianni Cristian Iannelli

Salman Khaleghian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning.

[BibT_eX]

[DOI]

Saloua Chlaily

Christian Jutten

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Somdatta Chakravortty

IEEE Trans. Geosci. Remote. Sens., 2019

Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Bilinear normal mixing model for spectral unmixing.

[BibT_eX]

[DOI]

IET Image Process., 2019

Human settlement and infrastructure monitoring with hyperspectral imaging.

[BibT_eX]

[DOI]

Uta Heiden

Proceedings of the Joint Urban Remote Sensing Event, 2019

Mapping Mineral Abundances on the Moon Surface using Chang'E-1 IIM Data.

[BibT_eX]

[DOI]

David Marzi

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR.

[BibT_eX]

[DOI]

Martine Mostervik Espeseth

Camilla Brekke

Torbjørn Eltoft

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Estimating Nonlinearities in p-Linear Hyperspectral Mixtures.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.

[BibT_eX]

[DOI]

Remote. Sens., 2018

An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Deep Auto-Encoder Network for Hyperspectral Image Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images.

[BibT_eX]

[DOI]

Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2017

An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.

[BibT_eX]

[DOI]

Gianni Cristian Iannelli

IEEE Trans. Geosci. Remote. Sens., 2017

Unsupervised Data Driven Feature Extraction by Means of Mutual Information Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

Higher Order Nonlinear Hyperspectral Unmixing for Mineralogical Analysis Over Extraterrestrial Bodies.

[BibT_eX]

[DOI]

Harold Clenet

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Nonlinear hyperspectral unmixing based on normalized P-linear algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

On the direct assessment of endmember fractions in hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Antonio Plaza

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Accurate Detection of Anthropogenic Settlements in Hyperspectral Images by Higher Order Nonlinear Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Identification of mafic minerals on Mars by nonlinear hyperspectral unmixing.

[BibT_eX]

[DOI]

Harold Clenet

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

On the detection of linear mixtures in hyperspectral images.

[BibT_eX]

[DOI]

Antonio J. Plaza

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Efficient Approach for Local Affinity Pattern Detection in Remotely Sensed Big Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Novel Approach for Efficient p-Linear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

A kinetic model-based algorithm to classify NGS short reads by their allele origin.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2015

Characterizing dark spectra in mercury surface observations by nonlinear hyperspectral modeling.

[BibT_eX]

[DOI]

Rachel L. Klima

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Order-∞ nonlinear hyperspectral unmixing by sinusoidal polytope decomposition.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

On the effect of nonlinear mixing in hyperspectral images of human settlements.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2015

Nonlinear endmember extraction in earth observations and astroinformatics data interpretation and compression.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Integrating multiple nonlinear estimators into hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Non-linear hyperspectral unmixing by polytope decomposition.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

2013

Efficient detection and decoding of q-ary LDPC coded signals over partial response channels.

[BibT_eX]

[DOI]

Pietro Savazzi

EURASIP J. Wirel. Commun. Netw., 2013

2011

On q-ary LDPC Code Design for a Low Error Floor.

[BibT_eX]

[DOI]

Pietro Savazzi

Richard D. Wesel

Proceedings of the Global Communications Conference, 2011

2010

Efficient Receivers for q-ary LDPC Coded Signals over Partial Response Channels.

[BibT_eX]

[DOI]