Martino Pesaresi

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 24

Top Topics

Machine Learning

Top Venues

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

Int. J. Digit. Earth

Publications

Katarzyna Goch, Martino Pesaresi, Christina Corbane, Panagiotis Politis, Thomas Kemper
Multiple regression model for estimating vertical characteristics of built-up areas at 100 m resolution from open and global Digital Elevation Models. JURSE (2023)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33 (12) (2021)
Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille
Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Trans. Big Data 6 (3) (2020)
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
Big Earth Data science: an information framework for a sustainable planet. Int. J. Digit. Earth 13 (7) (2020)
Christina Corbane, Martino Pesaresi, Panagiotis Politis, Aneta J. Florczyk, Michele Melchiorri, Sérgio Freire, Marcello Schiavina, Daniele Ehrlich, Gustavo Naumann, Thomas Kemper
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 13 (1) (2020)
Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Sérgio Freire, Marcello Schiavina, Aneta J. Florczyk, Kytt Macmanus, Martino Pesaresi, Christina Corbane, Olena Borkovska, Jane Mills, Linda Pistolesi, John Squires, Richard Sliuzas
Enhanced data and methods for improving open and free global population grids: putting 'leaving no one behind' into practice. Int. J. Digit. Earth 13 (1) (2020)
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas. Int. J. Digit. Earth 13 (1) (2020)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery. CoRR (2020)
Michele Melchiorri, Martino Pesaresi, Aneta J. Florczyk, Christina Corbane, Thomas Kemper
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. 8 (2) (2019)
Sérgio Freire, Aneta J. Florczyk, Martino Pesaresi, Richard Sliuzas
An Improved Global Analysis of Population Distribution in Proximity to Active Volcanoes, 1975-2015. ISPRS Int. J. Geo Inf. 8 (8) (2019)
Filip Sabo, Christina Corbane, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
Update and improvement of the European Settlement map. JURSE (2019)
Filip Sabo, Christina Corbane, Aneta J. Florczyk, Stefano Ferri, Martino Pesaresi, Thomas Kemper
Comparison of built-up area maps produced within the global human settlement framework. Trans. GIS 22 (6) (2018)
Michele Melchiorri, Aneta J. Florczyk, Sérgio Freire, Marcello Schiavina, Martino Pesaresi, Thomas Kemper
Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer. Remote. Sens. 10 (5) (2018)
Martino Pesaresi
Principles and Applications of the Global Human Settlement Layer. IGARSS (2018)
Daniele Ehrlich, Michele Melchiorri, Aneta J. Florczyk, Martino Pesaresi, Thomas Kemper, Christina Corbane, Sérgio Freire, Marcello Schiavina, Alice Siragusa
Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time. Remote. Sens. 10 (9) (2018)
Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. Remote. Sens. 8 (4) (2016)
Sérgio Freire, Aneta J. Florczyk, Martino Pesaresi
New Multi-temporal Global Population Grids - Application to Volcanism. ISCRAM (2016)
Michael H. F. Wilkinson, Martino Pesaresi, Georgios K. Ouzounis
An Efficient Parallel Algorithm for Multi-Scale Analysis of Connected Components in Gigapixel Images. ISPRS Int. J. Geo Inf. 5 (3) (2016)
Martino Pesaresi, Vasileios Syrris, Andreea Julea
A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning. Remote. Sens. 8 (5) (2016)
Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi
A New European Settlement Map From Optical Remotely Sensed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Martino Pesaresi, Daniele Ehrlich, Aneta J. Florczyk, Sérgio Freire, Andreea Julea, Thomas Kemper, Vassilis Syrris
The global human settlement layer from landsat imagery. IGARSS (2016)
Lorena Hojas Gascon, Hugh D. Eva, Daniele Ehrlich, Martino Pesaresi, Frédéric Achard, Javier Garcia
Urbanization and forest degradation in east Africa - a case study around Dar es Salaam, Tanzania. IGARSS (2016)
Aneta Jadwiga Florczyk, Ioannis Andredakis, Sérgio Freire, Stefano Ferri, Martino Pesaresi
Remote sensing derived datasets supporting disaster alert systems on multiscales via web services. IGARSS (2015)
Sérgio Freire, Thomas Kemper, Martino Pesaresi, Aneta J. Florczyk, Vasileios Syrris
Combining GHSL and GPW to improve global population mapping. IGARSS (2015)
Sérgio Freire, Aneta J. Florczyk, Daniele Ehrlich, Martino Pesaresi
Remote sensing derived continental high resolution built-up and population geoinformation for crisis management. IGARSS (2015)
Vasileios Syrris, Stefano Ferri, Daniele Ehrlich, Martino Pesaresi
Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Stefano Ferri, Vasileios Syrris, Aneta J. Florczyk, Marco Scavazzon, Matina Halkia, Martino Pesaresi
A new map of the European settlements by automatic classification of 2.5m resolution SPOT data. IGARSS (2014)
Lionel Gueguen, Martino Pesaresi
Interscale learning and classification for global HR/VHR image information extraction. IGARSS (2014)
Daniele Ehrlich, Linlin Lu, Martino Pesaresi, Huadong Guo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis
Texture based built-up area extraction from Zi Yuan and spot imagery. IGARSS (2014)
Lionel Gueguen, Martino Pesaresi, Daniele Ehrlich, Linlin Lu, Huadong Guo
Urbanization Detection by a Region Based Mixed Information Change Analysis Between Built-Up Indicators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (6) (2013)
Georgios K. Ouzounis, Vasileios Syrris, Martino Pesaresi
Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning. Pattern Recognit. Lett. 34 (14) (2013)
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
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (5) (2013)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
A new built-up presence index based on density of corners. IGARSS (2012)
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
Digital Earth 2020: towards the vision for the next decade. Int. J. Digit. Earth 5 (1) (2012)
Linlin Lu, Qingting Li, Huadong Guo, Martino Pesaresi, Daniele Ehrlich
Urban expansion detection with SPOT5 panchromatic images using textural features and PCA. IGARSS (2012)
Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille
Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Georgios K. Ouzounis, Martino Pesaresi, Pierre Soille
Differential Area Profiles: Decomposition Properties and Efficient Computation. IEEE Trans. Pattern Anal. Mach. Intell. 34 (8) (2012)
Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis
Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images. ISMM (2011)
Giovanna Trianni, Emanuele Angiuli, Martino Pesaresi
Statistical analysis of anisotropic rotation-invariant textural measurements of human settlements from multitemporal SAR data. JURSE (2011)
Martino Pesaresi, Matina Halkia, Georgios K. Ouzounis
Quantitative estimation of settlement density and limits based on textural measurements. JURSE (2011)
Martino Pesaresi, Daniele Ehrlich, Ivano Caravaggi, Mayeul Kauffmann, Christophe Louvrier
Toward Global Automatic Built-Up Area Recognition Using Optical VHR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (4) (2011)
Martino Pesaresi, Andrea Gerhardinger
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. 4 (1) (2011)
Lionel Gueguen, Martino Pesaresi, Pierre Soille
An interactive image mining tool handling gigapixel images. IGARSS (2011)
Thomas Kemper, Malgorzata Jenerowicz, Martino Pesaresi, Pierre Soille
Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (1) (2011)
Lionel Gueguen, Martino Pesaresi
Multi scale Harris corner detector based on Differential Morphological Decomposition. Pattern Recognit. Lett. 32 (14) (2011)
Christina Corbane, Martino Pesaresi, Daniela Carrion
Validation of EO-derived information for crisis management: a Digital Earth perspective in the VALgEO expert community. Int. J. Digit. Earth 4 (Supplement-1) (2011)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Change Detection Based on Information Measure. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Bahadir Özdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich
Performance measures for object detection evaluation. Pattern Recognit. Lett. 31 (10) (2010)
Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille
Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management. IGARSS (2010)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description. ICPR (2010)
Daniele Ehrlich, Huadong Guo, Katrin Molch, J. W. Ma, Martino Pesaresi
Identifying damage caused by the 2008 Wenchuan earthquake from VHR remote sensing data. Int. J. Digit. Earth 2 (4) (2009)
Martino Pesaresi, Andrea Gerhardinger, François Kayitakire
A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 1 (3) (2008)
Elodie Pagot, Martino Pesaresi
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. 1 (2) (2008)
Paolo Gamba, Martino Pesaresi, Katrin Molch, Andrea Gerhardinger, Gianni Lisini
Anisotropic Rotation Invariant Built-Up Presence Index: Applications to SAR Data. IGARSS (5) (2008)
Jón Atli Benediktsson, Martino Pesaresi, Kolbeinn Amason
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations. IEEE Trans. Geosci. Remote. Sens. 41 (9) (2003)
Jocelyn Chanussot, Jón Atli Benediktsson, Martino Pesaresi
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas. IGARSS (2003)
Pierre Soille, Martino Pesaresi
Advances in mathematical morphology applied to geoscience and remote sensing. IEEE Trans. Geosci. Remote. Sens. 40 (9) (2002)
Jón Atli Benediktsson, Kolbeinn Árnason, Martino Pesaresi
Morphological profiles used for classification of data from urban areas. IGARSS (2002)
Martino Pesaresi, Jón Atli Benediktsson
A new approach for the morphological segmentation of high-resolution satellite imagery. IEEE Trans. Geosci. Remote. Sens. 39 (2) (2001)
Martino Pesaresi, Jón Atli Benediktsson
Image Segmentation Based on the Derivative of the Morphological Profile. ISMM (2000)
Martino Pesaresi
Textural Classification of Very High-Resolution Satellite Imagery; Empirical Estimation of the Interaction Between Window Size and Detection Accuracy in Urban Environment. ICIP (1) (1999)