Andrea Marinoni
Orcid: 0000-0001-6789-0915
According to our database1,
Andrea Marinoni
authored at least 74 papers
between 2010 and 2023.
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Bibliography
2023
A Generalized Geodesic Distance-Based Approach for Analysis of SAR Observations Across Polarimetric Modes.
IEEE Trans. Geosci. Remote. Sens., 2023
Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning.
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.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Access, 2022
Remote Sensing for Search and Rescue Operations: Two Methods Studying the 2020 Beirut Blast.
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.
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.
IEEE Trans. Geosci. Remote. Sens., 2021
Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification.
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.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Remote. Sens., 2021
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection.
CoRR, 2021
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.
CoRR, 2021
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR, 2021
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization.
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.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis.
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.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Remote. Sens., 2020
Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning.
Remote. Sens., 2020
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization.
IEEE Trans. Geosci. Remote. Sens., 2019
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.
Remote. Sens., 2018
An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images.
Remote. Sens., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
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.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets.
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.
IEEE Trans. Geosci. Remote. Sens., 2017
An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2017
Unsupervised Data Driven Feature Extraction by Means of Mutual Information Maximization.
IEEE Trans. Computational Imaging, 2017
Higher Order Nonlinear Hyperspectral Unmixing for Mineralogical Analysis Over Extraterrestrial Bodies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Accurate Detection of Anthropogenic Settlements in Hyperspectral Images by Higher Order Nonlinear Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
An Efficient Approach for Local Affinity Pattern Detection in Remotely Sensed Big Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Signal Process., 2015
J. Biomed. Informatics, 2015
Characterizing dark spectra in mercury surface observations by nonlinear hyperspectral modeling.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
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.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Nonlinear endmember extraction in earth observations and astroinformatics data interpretation and compression.
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.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
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.
EURASIP J. Wirel. Commun. Netw., 2013
2011
Proceedings of the Global Communications Conference, 2011
2010
Proceedings of IEEE International Conference on Communications, 2010