Andrea Marinoni

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 70

Top Topics

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
Responsible AI for Earth Observation. CoRR (2024)
Andrea Marinoni, Pietro Lio', Alessandro Barp, Christian Jutten, Mark Girolami
Improving embedding of graphs with missing data by soft manifolds. CoRR (2023)
Debanshu Ratha, Andrea Marinoni, Torbjørn Eltoft
A Generalized Geodesic Distance-Based Approach for Analysis of SAR Observations Across Polarimetric Modes. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Andrea Marinoni, Marine Mercier, Qian Shi, Sivasakthy Selvakumaran, Mark Girolami
Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning. ICASSP (2023)
Saloua Chlaily, Debanshu Ratha, Pigi Lozou, Andrea Marinoni
On Measures of Uncertainty in Classification. IEEE Trans. Signal Process. 71 (2023)
Salman Khaleghian, Habib Ullah, Einar Broch Johnsen, Anders Andersen, Andrea Marinoni
AFSD: Adaptive Feature Space Distillation for Distributed Deep Learning. IEEE Access 10 (2022)
Yubao Qiu, Feng Xiahou, Guoqiang Jia, Andrea Marinoni, Qinghuan Li, Huadong Guo
Impacts of Gas Flaring to the Vegetation Changes in West Siberia Area and Timan Pechora Basins. IGARSS (2022)
Sivasakthy Selvakumaran, Iain Rolland, Luke Cullen, Andrea Marinoni
Remote Sensing for Search and Rescue Operations: Two Methods Studying the 2020 Beirut Blast. IGARSS (2022)
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Salman Khaleghian, Habib Ullah, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Habib Ullah, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
A Noise-Aware Deep Learning Model for Sea Ice Classification Based on Sentinel-1 Sar Imagery. IGARSS (2021)
Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images. CoRR (2021)
Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. SSP (2021)
Iain Rolland, Andrea Marinoni, Sivasakthy Selvakumaran
Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution Samples. CIKM Workshops (2021)
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian, Torbjørn Eltoft, Sivasakthy Selvakumaran, Mark Girolami, Christian Jutten
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction. CoRR (2021)
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Wolfgang Dierking, Frode Dinessen, Andrea Marinoni
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. 14 (2021)
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
ExtremeEarth Meets Satellite Data From Space. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Andrea Marinoni, Christian Jutten, Mark Girolami
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection. CoRR (2021)
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization. IGARSS (2021)
Gabriel Martín, Sivasakthy Selvakumaran, Andrea Marinoni, Zahra Sadeghi, Campbell R. Middleton
Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning. IGARSS (2021)
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR (2021)
Salman Khaleghian, Habib Ullah, Thomas Krämer, Nick Hughes, Torbjørn Eltoft, Andrea Marinoni
Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks. Remote. Sens. 13 (9) (2021)
Catherine Taelman, Saloua Chlaily, Eduard Khachatrian, Fons van der Sommen, Andrea Marinoni
On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis. CIKM Workshops (2021)
Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni
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. 14 (2021)
Andrea Marinoni, Saloua Chlaily, Christian Jutten
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning. IGARSS (2020)
Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps. Remote. Sens. 12 (24) (2020)
Fábio M. Bayer, Débora M. Bayer, Andrea Marinoni, Paolo Gamba
A Novel Rayleigh Dynamical Model for Remote Sensing Data Interpretation. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Sivasakthy Selvakumaran, Cristian Rossi, Andrea Marinoni, Graham Webb, John Bennetts, Elena Barton, Simon Plank, Campbell R. Middleton
Combined InSAR and Terrestrial Structural Monitoring of Bridges. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction. IGARSS (2020)
Yao Liu, Lianru Gao, Chenchao Xiao, Ying Qu, Ke Zheng, Andrea Marinoni
Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning. Remote. Sens. 12 (11) (2020)
Andrea Marinoni, Uta Heiden, Paolo Gamba
Human settlement and infrastructure monitoring with hyperspectral imaging. JURSE (2019)
Andrea Marinoni, Paolo Gamba
Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Wenfei Luo, Lianru Gao, Ruihao Zhang, Andrea Marinoni, Bing Zhang
Bilinear normal mixing model for spectral unmixing. IET Image Process. 13 (2) (2019)
David Marzi, Andrea Marinoni, Paolo Gamba
Mapping Mineral Abundances on the Moon Surface using Chang'E-1 IIM Data. IGARSS (2019)
Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (4) (2019)
Andrea Marinoni, Martine Mostervik Espeseth, Paolo Gamba, Camilla Brekke, Torbjørn Eltoft
Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR. IGARSS (2019)
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Maofeng Tang, Lianru Gao, Andrea Marinoni, Paolo Gamba, Bing Zhang
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Andrea Marinoni, Paolo Gamba
Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets. IGARSS (2018)
Andrea Marinoni, Paolo Gamba, Daniele De Vecchi, Devis Tuia
Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction. IGARSS (2018)
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang
Deep Auto-Encoder Network for Hyperspectral Image Unmixing. IGARSS (2018)
Xuran Pan, Lianru Gao, Andrea Marinoni, Bing Zhang, Fan Yang, Paolo Gamba
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network. Remote. Sens. 10 (5) (2018)
Maofeng Tang, Bing Zhang, Andrea Marinoni, Lianru Gao, Paolo Gamba
Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing. IEEE Geosci. Remote. Sens. Lett. 15 (11) (2018)
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Jianhang Ma, Wenjuan Zhang, Andrea Marinoni, Lianru Gao, Bing Zhang
An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images. Remote. Sens. 10 (9) (2018)
Andrea Marinoni, Paolo Gamba
Unsupervised Data Driven Feature Extraction by Means of Mutual Information Maximization. IEEE Trans. Computational Imaging 3 (2) (2017)
Andrea Marinoni, Gianni Cristian Iannelli, Paolo Gamba
An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Andrea Marinoni, Antonio Plaza, Paolo Gamba
A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images. IGARSS (2017)
Andrea Marinoni, Paolo Gamba
On the direct assessment of endmember fractions in hyperspectral images. IGARSS (2017)
Andrea Marinoni, Harold Clenet
Higher Order Nonlinear Hyperspectral Unmixing for Mineralogical Analysis Over Extraterrestrial Bodies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Maofeng Tang, Lianru Gao, Andrea Marinoni, Bing Zhang
Nonlinear hyperspectral unmixing based on normalized P-linear algorithm. IGARSS (2017)
Andrea Marinoni, Harold Clenet
Identification of mafic minerals on Mars by nonlinear hyperspectral unmixing. WHISPERS (2016)
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing. WHISPERS (2016)
Andrea Marinoni, Paolo Gamba
Accurate Detection of Anthropogenic Settlements in Hyperspectral Images by Higher Order Nonlinear Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Andrea Marinoni, Antonio J. Plaza, Paolo Gamba
On the detection of linear mixtures in hyperspectral images. IGARSS (2016)
Andrea Marinoni, Antonio Plaza, Paolo Gamba
Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Andrea Marinoni, Ettore Rizzo, Ivan Limongelli, Paolo Gamba, Riccardo Bellazzi
A kinetic model-based algorithm to classify NGS short reads by their allele origin. J. Biomed. Informatics 53 (2015)
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Arianna Dagliati, Andrea Marinoni, Carlo Cerra, Paolo Gamba, Riccardo Bellazzi
On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps. MedInfo (2015)
Andrea Marinoni, Arianna Dagliati, Riccardo Bellazzi, Paolo Gamba
Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case. IGARSS (2015)
Andrea Marinoni, Paolo Gamba
Nonlinear endmember extraction in earth observations and astroinformatics data interpretation and compression. IGARSS (2015)
Andrea Marinoni, Rachel L. Klima, Paolo Gamba
Characterizing dark spectra in mercury surface observations by nonlinear hyperspectral modeling. WHISPERS (2015)
Andrea Marinoni, Paolo Gamba
A Novel Approach for Efficient p-Linear Hyperspectral Unmixing. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Andrea Marinoni, Paolo Gamba
On the effect of nonlinear mixing in hyperspectral images of human settlements. JURSE (2015)
Andrea Marinoni, Paolo Gamba
An Efficient Approach for Local Affinity Pattern Detection in Remotely Sensed Big Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Andrea Marinoni, Paolo Gamba
Order-∞ nonlinear hyperspectral unmixing by sinusoidal polytope decomposition. WHISPERS (2015)
Andrea Marinoni, Paolo Gamba
Non-linear hyperspectral unmixing by polytope decomposition. WHISPERS (2014)
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
Integrating multiple nonlinear estimators into hyperspectral unmixing. WHISPERS (2014)
Andrea Marinoni, Ettore Rizzo, Paolo Gamba, Riccardo Bellazzi, Ivan Limongelli
Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin. ICHI (2014)
Andrea Marinoni, Pietro Savazzi, Paolo Gamba
Efficient detection and decoding of q-ary LDPC coded signals over partial response channels. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Andrea Marinoni, Pietro Savazzi, Richard D. Wesel
On q-ary LDPC Code Design for a Low Error Floor. GLOBECOM (2011)
Andrea Marinoni, Pietro Savazzi
Efficient Receivers for q-ary LDPC Coded Signals over Partial Response Channels. ICC (2010)