Martino Pesaresi

69 papers B 1C 19Journal 41Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing Precision, Recall, F-score, and Jaccard index: An approach for continuous, ratio-scale measurements.
Environ. Model. Softw.
Katarzyna Krasnodebska, Wojciech Goch, Johannes H. Uhl, Judith Anne Verstegen, Martino Pesaresi
2025 J jnl
Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations.
Int. J. Digit. Earth
Xuting Liu, Linlin Lu, Huadong Guo, Michele Melchiorri, Sebastian Hafner, Yifang Ban, Martino Pesaresi, Qingting Li, Muhammad Fahad Baqa
2025 — conf
Towards Large-scale Backcasting of Urban Built-up Surface Estimates to 1950 by Integrating Earth Observation Data and Multimodal Geospatial Data.
JURSE
Johannes H. Uhl, Martino Pesaresi, Katarzyna Krasnodebska, Lewis Dijkstra, Daniele Ehrlich, Thomas Kemper
2024 J jnl
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data.
Int. J. Digit. Earth
Martino Pesaresi, Marcello Schiavina, Panagiotis Politis, Sérgio Freire, Katarzyna Krasnodebska, Johannes H. Uhl, Alessandra Carioli, Christina Corbane, Lewis Dijkstra, Pietro Florio, Hannah K. Friedrich, Jing Gao, Stefan Leyk, Linlin Lu, Luca Maffenini, Ines Mari-Rivero, Michele Melchiorri, Vasileios Syrris, Jamon Van Den Hoek, Thomas Kemper
2024 C conf
Towards a Quasi-Global Accuracy Assessment of Built-Up Surface Estimates Derived From Sentinel-2 Multispectral Data.
IGARSS
Johannes H. Uhl, Martino Pesaresi, Panagiotis Politis, Katarzyna Goch, Michele Melchiorri, Thomas Kemper
2023 — conf
Multiple regression model for estimating vertical characteristics of built-up areas at 100 m resolution from open and global Digital Elevation Models.
JURSE
Katarzyna Goch, Martino Pesaresi, Christina Corbane, Panagiotis Politis, Thomas Kemper
2021 J jnl
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.
Neural Comput. Appl.
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map.
IEEE Geosci. Remote. Sens. Lett.
Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose
2020 J jnl
Big Earth Data science: an information framework for a sustainable planet.
Int. J. Digit. Earth
Huadong Guo, Stefano Nativi, Dong Liang, Max Craglia, Lizhe Wang, Sven Schade, Christina Corbane, Guojin He, Martino Pesaresi, Jianhui Li, Zeeshan Shirazi, Jie Liu, Alessandro Annoni
2020 J jnl
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery.
CoRR
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
Enhanced data and methods for improving open and free global population grids: putting 'leaving no one behind' into practice.
Int. J. Digit. Earth
Sérgio Freire, Marcello Schiavina, Aneta J. Florczyk, Kytt MacManus, Martino Pesaresi, Christina Corbane, Olena Borkovska, Jane Mills, Linda Pistolesi, John Squires, Richard Sliuzas
2020 J jnl
Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
2020 J jnl
Mosaicking Copernicus Sentinel-1 Data at Global Scale.
IEEE Trans. Big Data
Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille
2020 J jnl
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas.
Int. J. Digit. Earth
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
2020 J jnl
The grey-green divide: multi-temporal analysis of greenness across 10, 000 urban centres derived from the Global Human Settlement Layer (GHSL).
Int. J. Digit. Earth
Christina Corbane, Martino Pesaresi, Panagiotis Politis, Aneta J. Florczyk, Michele Melchiorri, Sérgio Freire, Marcello Schiavina, Daniele Ehrlich, Gustavo Naumann, Thomas Kemper
2019 J jnl
An Improved Global Analysis of Population Distribution in Proximity to Active Volcanoes, 1975-2015.
ISPRS Int. J. Geo Inf.
Sérgio Freire, Aneta J. Florczyk, Martino Pesaresi, Richard Sliuzas
2019 J jnl
Principles and Applications of the Global Human Settlement Layer as Baseline for the Land Use Efficiency Indicator - SDG 11.3.1.
ISPRS Int. J. Geo Inf.
Michele Melchiorri, Martino Pesaresi, Aneta J. Florczyk, Christina Corbane, Thomas Kemper
2019 — conf
Update and improvement of the European Settlement map.
JURSE
Filip Sabo, Christina Corbane, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
2018 J jnl
Comparison of built-up area maps produced within the global human settlement framework.
Trans. GIS
Filip Sabo, Christina Corbane, Aneta J. Florczyk, Stefano Ferri, Martino Pesaresi, Thomas Kemper
2018 C conf
Principles and Applications of the Global Human Settlement Layer.
IGARSS
Martino Pesaresi
2018 J jnl
Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time.
Remote. Sens.
Daniele Ehrlich, Michele Melchiorri, Aneta J. Florczyk, Martino Pesaresi, Thomas Kemper, Christina Corbane, Sérgio Freire, Marcello Schiavina, Alice Siragusa
2018 J jnl
Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer.
Remote. Sens.
Michele Melchiorri, Aneta J. Florczyk, Sérgio Freire, Marcello Schiavina, Martino Pesaresi, Thomas Kemper
2016 J jnl
A New European Settlement Map From Optical Remotely Sensed Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi
2016 J jnl
A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning.
Remote. Sens.
Martino Pesaresi, Vasileios Syrris, Andreea Julea
2016 J jnl
An Efficient Parallel Algorithm for Multi-Scale Analysis of Connected Components in Gigapixel Images.
ISPRS Int. J. Geo Inf.
Michael H. F. Wilkinson, Martino Pesaresi, Georgios K. Ouzounis
2016 J jnl
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas.
Remote. Sens.
Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille
2016 — conf
New Multi-temporal Global Population Grids - Application to Volcanism.
ISCRAM
Sérgio Freire, Aneta J. Florczyk, Martino Pesaresi
2016 C conf
The global human settlement layer from landsat imagery.
IGARSS
Martino Pesaresi, Daniele Ehrlich, Aneta J. Florczyk, Sérgio Freire, Andreea Julea, Thomas Kemper, Vassilis Syrris
2016 C conf
Urbanization and forest degradation in east Africa - a case study around Dar es Salaam, Tanzania.
IGARSS
Lorena Hojas Gascon, Hugh D. Eva, Daniele Ehrlich, Martino Pesaresi, Frédéric Achard, Javier Garcia
2015 C conf
Combining GHSL and GPW to improve global population mapping.
IGARSS
Sérgio Freire, Thomas Kemper, Martino Pesaresi, Aneta J. Florczyk, Vasileios Syrris
2015 J jnl
Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Vasileios Syrris, Stefano Ferri, Daniele Ehrlich, Martino Pesaresi
2015 C conf
Remote sensing derived continental high resolution built-up and population geoinformation for crisis management.
IGARSS
Sérgio Freire, Aneta J. Florczyk, Daniele Ehrlich, Martino Pesaresi
2015 C conf
Remote sensing derived datasets supporting disaster alert systems on multiscales via web services.
IGARSS
Aneta Jadwiga Florczyk, Ioannis Andredakis, Sérgio Freire, Stefano Ferri, Martino Pesaresi
2014 C conf
A new map of the European settlements by automatic classification of 2.5m resolution SPOT data.
IGARSS
Stefano Ferri, Vasileios Syrris, Aneta J. Florczyk, Marco Scavazzon, Matina Halkia, Martino Pesaresi
2014 C conf
Interscale learning and classification for global HR/VHR image information extraction.
IGARSS
Lionel Gueguen, Martino Pesaresi
2014 C conf
Texture based built-up area extraction from Zi Yuan and spot imagery.
IGARSS
Daniele Ehrlich, Linlin Lu, Martino Pesaresi, Huadong Guo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis
2013 J jnl
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martino Pesaresi, Huadong Guo, Xavier Blaes, Daniele Ehrlich, Stefano Ferri, Lionel Gueguen, Matina Halkia, Mayeul Kauffmann, Thomas Kemper, Linlin Lu, Mario A. Marin-Herrera, Georgios K. Ouzounis, Marco Scavazzon, Pierre Soille, Vasileios Syrris, Luigi Zanchetta
2013 J jnl
Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning.
Pattern Recognit. Lett.
Georgios K. Ouzounis, Vasileios Syrris, Martino Pesaresi
2013 J jnl
Urbanization Detection by a Region Based Mixed Information Change Analysis Between Built-Up Indicators.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lionel Gueguen, Martino Pesaresi, Daniele Ehrlich, Linlin Lu, Huadong Guo
2012 C conf
A new built-up presence index based on density of corners.
IGARSS
Lionel Gueguen, Pierre Soille, Martino Pesaresi
2012 J jnl
Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images.
IEEE Geosci. Remote. Sens. Lett.
Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille
2012 J jnl
Differential Area Profiles: Decomposition Properties and Efficient Computation.
IEEE Trans. Pattern Anal. Mach. Intell.
Georgios K. Ouzounis, Martino Pesaresi, Pierre Soille
2012 J jnl
Digital Earth 2020: towards the vision for the next decade.
Int. J. Digit. Earth
Max Craglia, Kees de Bie, Davina Jackson, Martino Pesaresi, Gábor Remetey-Fülöpp, Changlin Wang, Alessandro Annoni, Ling Bian, Fred Campbell, Manfred Ehlers, John L. van Genderen, Michael F. Goodchild, Huadong Guo, Anthony Lewis, Richard Simpson, Andrew K. Skidmore, Peter Woodgate
2012 C conf
Urban expansion detection with SPOT5 panchromatic images using textural features and PCA.
IGARSS
Linlin Lu, Qingting Li, Huadong Guo, Martino Pesaresi, Daniele Ehrlich
2011 C conf
An interactive image mining tool handling gigapixel images.
IGARSS
Lionel Gueguen, Martino Pesaresi, Pierre Soille
2011 J jnl
Change Detection Based on Information Measure.
IEEE Trans. Geosci. Remote. Sens.
Lionel Gueguen, Pierre Soille, Martino Pesaresi
2011 C conf
Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images.
ISMM
Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis
2011 J jnl
Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Thomas Kemper, Malgorzata Jenerowicz, Martino Pesaresi, Pierre Soille
2011 J jnl
Improved Textural Built-Up Presence Index for Automatic Recognition of Human Settlements in Arid Regions With Scattered Vegetation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martino Pesaresi, Andrea Gerhardinger
2011 C ed.
Mathematical Morphology and Its Applications to Image and Signal Processing - 10th International Symposium, ISMM 2011, Verbania-Intra, Italy, July 6-8, 2011. Proceedings
ISMM
Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis
2011 J jnl
Multi scale Harris corner detector based on Differential Morphological Decomposition.
Pattern Recognit. Lett.
Lionel Gueguen, Martino Pesaresi
2011 — conf
Quantitative estimation of settlement density and limits based on textural measurements.
JURSE
Martino Pesaresi, Matina Halkia, Georgios K. Ouzounis
2011 — conf
Statistical analysis of anisotropic rotation-invariant textural measurements of human settlements from multitemporal SAR data.
JURSE
Giovanna Trianni, Emanuele Angiuli, Martino Pesaresi
2011 J jnl
Toward Global Automatic Built-Up Area Recognition Using Optical VHR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martino Pesaresi, Daniele Ehrlich, Ivano Caravaggi, Mayeul Kauffmann, Christophe Louvrier
2011 J jnl
Validation of EO-derived information for crisis management: a Digital Earth perspective in the VALgEO expert community.
Int. J. Digit. Earth
Christina Corbane, Martino Pesaresi, Daniela Carrion
2010 C conf
Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management.
IGARSS
Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille
2010 B conf
Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description.
ICPR
Lionel Gueguen, Pierre Soille, Martino Pesaresi
2010 J jnl
Performance measures for object detection evaluation.
Pattern Recognit. Lett.
Bahadir Özdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich
2009 J jnl
Identifying damage caused by the 2008 Wenchuan earthquake from VHR remote sensing data.
Int. J. Digit. Earth
Daniele Ehrlich, Huadong Guo, Katrin Molch, J. W. Ma, Martino Pesaresi
2008 J jnl
A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martino Pesaresi, Andrea Gerhardinger, François Kayitakire
2008 — conf
Anisotropic Rotation Invariant Built-Up Presence Index: Applications to SAR Data.
IGARSS (5)
Paolo Gamba, Martino Pesaresi, Katrin Molch, Andrea Gerhardinger, Gianni Lisini
2008 J jnl
Systematic Study of the Urban Postconflict Change Classification Performance Using Spectral and Structural Features in a Support Vector Machine.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Elodie Pagot, Martino Pesaresi
2003 J jnl
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations.
IEEE Trans. Geosci. Remote. Sens.
Jón Atli Benediktsson, Martino Pesaresi, Kolbeinn Amason
2003 C conf
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
IGARSS
Jocelyn Chanussot, Jón Atli Benediktsson, Martino Pesaresi
2002 J jnl
Advances in mathematical morphology applied to geoscience and remote sensing.
IEEE Trans. Geosci. Remote. Sens.
Pierre Soille, Martino Pesaresi
2002 C conf
Morphological profiles used for classification of data from urban areas.
IGARSS
Jón Atli Benediktsson, Kolbeinn Árnason, Martino Pesaresi
2001 J jnl
A new approach for the morphological segmentation of high-resolution satellite imagery.
IEEE Trans. Geosci. Remote. Sens.
Martino Pesaresi, Jón Atli Benediktsson
2000 C conf
Image Segmentation Based on the Derivative of the Morphological Profile.
ISMM
Martino Pesaresi, Jón Atli Benediktsson
1999 — conf
Textural Classification of Very High-Resolution Satellite Imagery; Empirical Estimation of the Interaction Between Window Size and Detection Accuracy in Urban Environment.
ICIP (1)
Martino Pesaresi