Textural Classification of Very High-Resolution Satellite Imagery; Empirical Estimation of the Interaction Between Window Size and Detection Accuracy in Urban Environment. - Martino Pesaresi (ICIP (1), 1999)

Image Segmentation Based on the Derivative of the Morphological Profile. - Martino Pesaresi; Jón Atli Benediktsson (ISMM, 2000)

A new approach for the morphological segmentation of high-resolution satellite imagery. - Martino Pesaresi; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2001)

Morphological profiles used for classification of data from urban areas. - Jón Atli Benediktsson; Kolbeinn Árnason; Martino Pesaresi (IGARSS, 2002)

Advances in mathematical morphology applied to geoscience and remote sensing. - Pierre Soille; Martino Pesaresi (IEEE Trans. Geosci. Remote. Sens., 2002)

On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas. - Jocelyn Chanussot; Jón Atli Benediktsson; Martino Pesaresi (IGARSS, 2003)

Classification and feature extraction for remote sensing images from urban areas based on morphological transformations. - Jón Atli Benediktsson; Martino Pesaresi; Kolbeinn Amason (IEEE Trans. Geosci. Remote. Sens., 2003)

Anisotropic Rotation Invariant Built-Up Presence Index: Applications to SAR Data. - Paolo Gamba; Martino Pesaresi; Katrin Molch; Andrea Gerhardinger; Gianni Lisini (IGARSS (5), 2008)

Systematic Study of the Urban Postconflict Change Classification Performance Using Spectral and Structural Features in a Support Vector Machine. - Elodie Pagot; Martino Pesaresi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure. - Martino Pesaresi; Andrea Gerhardinger; François Kayitakire (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

Identifying damage caused by the 2008 Wenchuan earthquake from VHR remote sensing data. - Daniele Ehrlich; Huadong Guo; Katrin Molch; J. W. Ma; Martino Pesaresi (Int. J. Digit. Earth, 2009)

Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description. - Lionel Gueguen; Pierre Soille; Martino Pesaresi (ICPR, 2010)

Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management. - Martino Pesaresi; Thomas Kemper; Lionel Gueguen; Pierre Soille (IGARSS, 2010)

Performance measures for object detection evaluation. - Bahadir Özdemir; Selim Aksoy; Sandra Eckert; Martino Pesaresi; Daniele Ehrlich (Pattern Recognit. Lett., 2010)

An interactive image mining tool handling gigapixel images. - Lionel Gueguen; Martino Pesaresi; Pierre Soille (IGARSS, 2011)

Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images. - Michael H. F. Wilkinson; Pierre Soille; Martino Pesaresi; Georgios K. Ouzounis (ISMM, 2011)

Quantitative estimation of settlement density and limits based on textural measurements. - Martino Pesaresi; Matina Halkia; Georgios K. Ouzounis (JURSE, 2011)

Statistical analysis of anisotropic rotation-invariant textural measurements of human settlements from multitemporal SAR data. - Giovanna Trianni; Emanuele Angiuli; Martino Pesaresi (JURSE, 2011)

Validation of EO-derived information for crisis management: a Digital Earth perspective in the VALgEO expert community. - Christina Corbane; Martino Pesaresi; Daniela Carrion (Int. J. Digit. Earth, 2011)

Multi scale Harris corner detector based on Differential Morphological Decomposition. - Lionel Gueguen; Martino Pesaresi (Pattern Recognit. Lett., 2011)

Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology. - Thomas Kemper; Malgorzata Jenerowicz; Martino Pesaresi; Pierre Soille (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Toward Global Automatic Built-Up Area Recognition Using Optical VHR Imagery. - Martino Pesaresi; Daniele Ehrlich; Ivano Caravaggi; Mayeul Kauffmann; Christophe Louvrier (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Improved Textural Built-Up Presence Index for Automatic Recognition of Human Settlements in Arid Regions With Scattered Vegetation. - Martino Pesaresi; Andrea Gerhardinger (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Change Detection Based on Information Measure. - Lionel Gueguen; Pierre Soille; Martino Pesaresi (IEEE Trans. Geosci. Remote. Sens., 2011)

A new built-up presence index based on density of corners. - Lionel Gueguen; Pierre Soille; Martino Pesaresi (IGARSS, 2012)

Urban expansion detection with SPOT5 panchromatic images using textural features and PCA. - Linlin Lu; Qingting Li; Huadong Guo; Martino Pesaresi; Daniele Ehrlich (IGARSS, 2012)

Digital Earth 2020: towards the vision for the next decade. - 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; et al. (Int. J. Digit. Earth, 2012)

Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images. - Lionel Gueguen; Martino Pesaresi; Andrea Gerhardinger; Pierre Soille (IEEE Geosci. Remote. Sens. Lett., 2012)

Differential Area Profiles: Decomposition Properties and Efficient Computation. - Georgios K. Ouzounis; Martino Pesaresi; Pierre Soille (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning. - Georgios K. Ouzounis; Vasileios Syrris; Martino Pesaresi (Pattern Recognit. Lett., 2013)

Urbanization Detection by a Region Based Mixed Information Change Analysis Between Built-Up Indicators. - Lionel Gueguen; Martino Pesaresi; Daniele Ehrlich; Linlin Lu; Huadong Guo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. - 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; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Texture based built-up area extraction from Zi Yuan and spot imagery. - Daniele Ehrlich; Linlin Lu; Martino Pesaresi; Huadong Guo; Vassilis Syrris; Thomas Kemper; Panagiotis Politis (IGARSS, 2014)

A new map of the European settlements by automatic classification of 2.5m resolution SPOT data. - Stefano Ferri; Vasileios Syrris; Aneta J. Florczyk; Marco Scavazzon; Matina Halkia; Martino Pesaresi (IGARSS, 2014)

Interscale learning and classification for global HR/VHR image information extraction. - Lionel Gueguen; Martino Pesaresi (IGARSS, 2014)

Remote sensing derived datasets supporting disaster alert systems on multiscales via web services. - Aneta Jadwiga Florczyk; Ioannis Andredakis; Sérgio Freire 002; Stefano Ferri; Martino Pesaresi (IGARSS, 2015)

Remote sensing derived continental high resolution built-up and population geoinformation for crisis management. - Sérgio Freire 002; Aneta J. Florczyk; Daniele Ehrlich; Martino Pesaresi (IGARSS, 2015)

Combining GHSL and GPW to improve global population mapping. - Sérgio Freire 002; Thomas Kemper; Martino Pesaresi; Aneta J. Florczyk; Vasileios Syrris (IGARSS, 2015)

Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data. - Vasileios Syrris; Stefano Ferri; Daniele Ehrlich; Martino Pesaresi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Urbanization and forest degradation in east Africa - a case study around Dar es Salaam, Tanzania. - Lorena Hojas Gascon; Hugh D. Eva; Daniele Ehrlich; Martino Pesaresi; Frédéric Achard; Javier Garcia (IGARSS, 2016)

The global human settlement layer from landsat imagery. - Martino Pesaresi; Daniele Ehrlich; Aneta J. Florczyk; Sérgio Freire 002; Andreea Julea; Thomas Kemper; Vassilis Syrris (IGARSS, 2016)

New Multi-temporal Global Population Grids - Application to Volcanism. - Sérgio Freire 002; Aneta J. Florczyk; Martino Pesaresi (ISCRAM, 2016)

An Efficient Parallel Algorithm for Multi-Scale Analysis of Connected Components in Gigapixel Images. - Michael H. F. Wilkinson; Martino Pesaresi; Georgios K. Ouzounis (ISPRS Int. J. Geo Inf., 2016)

Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. - Martino Pesaresi; Christina Corbane; Andreea Julea; Aneta J. Florczyk; Vasileios Syrris; Pierre Soille (Remote. Sens., 2016)

A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning. - Martino Pesaresi; Vasileios Syrris; Andreea Julea (Remote. Sens., 2016)

A New European Settlement Map From Optical Remotely Sensed Data. - Aneta Jadwiga Florczyk; Stefano Ferri; Vasileios Syrris; Thomas Kemper; Matina Halkia; Pierre Soille; Martino Pesaresi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Principles and Applications of the Global Human Settlement Layer. - Martino Pesaresi (IGARSS, 2018)

Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time. - Daniele Ehrlich; Michele Melchiorri; Aneta J. Florczyk; Martino Pesaresi; Thomas Kemper; Christina Corbane; Sérgio Freire 002; Marcello Schiavina; Alice Siragusa (Remote. Sens., 2018)

Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer. - Michele Melchiorri; Aneta J. Florczyk; Sérgio Freire 002; Marcello Schiavina; Martino Pesaresi; Thomas Kemper (Remote. Sens., 2018)

Comparison of built-up area maps produced within the global human settlement framework. - Filip Sabo; Christina Corbane; Aneta J. Florczyk; Stefano Ferri; Martino Pesaresi; Thomas Kemper (Trans. GIS, 2018)

Update and improvement of the European Settlement map. - Filip Sabo; Christina Corbane; Panagiotis Politis; Martino Pesaresi; Thomas Kemper (JURSE, 2019)

An Improved Global Analysis of Population Distribution in Proximity to Active Volcanoes, 1975-2015. - Sérgio Freire 002; Aneta J. Florczyk; Martino Pesaresi; Richard Sliuzas (ISPRS Int. J. Geo Inf., 2019)

Principles and Applications of the Global Human Settlement Layer as Baseline for the Land Use Efficiency Indicator - SDG 11.3.1. - Michele Melchiorri; Martino Pesaresi; Aneta J. Florczyk; Christina Corbane; Thomas Kemper (ISPRS Int. J. Geo Inf., 2019)

The grey-green divide: multi-temporal analysis of greenness across 10, 000 urban centres derived from the Global Human Settlement Layer (GHSL). - Christina Corbane; Martino Pesaresi; Panagiotis Politis; Aneta J. Florczyk; Michele Melchiorri; Sérgio Freire 002; Marcello Schiavina; Daniele Ehrlich; Gustavo Naumann; Thomas Kemper (Int. J. Digit. Earth, 2020)

The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas. - Aneta J. Florczyk; Michele Melchiorri; Julian Zeidler; Christina Corbane; Marcello Schiavina; Sérgio Freire 002; Filip Sabo; Panagiotis Politis; Thomas Esch; Martino Pesaresi (Int. J. Digit. Earth, 2020)

Enhanced data and methods for improving open and free global population grids: putting 'leaving no one behind' into practice. - Sérgio Freire 002; Marcello Schiavina; Aneta J. Florczyk; Kytt MacManus; Martino Pesaresi; Christina Corbane; Olena Borkovska; Jane Mills; Linda Pistolesi; John Squires; Richard Sliuzas (Int. J. Digit. Earth, 2020)

Big Earth Data science: an information framework for a sustainable planet. - Huadong Guo; Stefano Nativi; Dong Liang 005; Max Craglia; Lizhe Wang 001; Sven Schade; Christina Corbane; Guojin He; Martino Pesaresi; Jianhui Li; Zeeshan Shirazi; Jie Liu 024; et al. (Int. J. Digit. Earth, 2020)

Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. - Christina Corbane; Filip Sabo; Vassilis Syrris; Thomas Kemper; Panagiotis Politis; Martino Pesaresi; Pierre Soille; Kenji Ose (IEEE Geosci. Remote. Sens. Lett., 2020)

Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component. - Christina Corbane; Soushi Kato; Koki Iwao; Filip Sabo; Panagiotis Politis; Martino Pesaresi; Thomas Kemper (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Mosaicking Copernicus Sentinel-1 Data at Global Scale. - Vasileios Syrris; Christina Corbane; Martino Pesaresi; Pierre Soille (IEEE Trans. Big Data, 2020)

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. - Christina Corbane; Vasileios Syrris; Filip Sabo; Panagiotis Politis; Michele Melchiorri; Martino Pesaresi; Pierre Soille; Thomas Kemper (Neural Comput. Appl., 2021)

Multiple regression model for estimating vertical characteristics of built-up areas at 100 m resolution from open and global Digital Elevation Models. - Katarzyna Goch; Martino Pesaresi; Christina Corbane; Panagiotis Politis; Thomas Kemper (JURSE, 2023)

Towards a Quasi-Global Accuracy Assessment of Built-Up Surface Estimates Derived From Sentinel-2 Multispectral Data. - Johannes H. Uhl; Martino Pesaresi; Panagiotis Politis; Katarzyna Goch; Michele Melchiorri; Thomas Kemper (IGARSS, 2024)

Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data. - Martino Pesaresi; Marcello Schiavina; Panagiotis Politis; Sérgio Freire 002; Katarzyna Krasnodebska; Johannes H. Uhl; Alessandra Carioli; Christina Corbane; Lewis Dijkstra; Pietro Florio; Hannah K. Friedrich; Jing Gao; et al. (Int. J. Digit. Earth, 2024)

Towards Large-scale Backcasting of Urban Built-up Surface Estimates to 1950 by Integrating Earth Observation Data and Multimodal Geospatial Data. - Johannes H. Uhl; Martino Pesaresi; Katarzyna Krasnodebska; Lewis Dijkstra; Daniele Ehrlich; Thomas Kemper (JURSE, 2025)

Advancing Precision, Recall, F-score, and Jaccard index: An approach for continuous, ratio-scale measurements. - Katarzyna Krasnodebska; Wojciech Goch; Johannes H. Uhl; Judith Anne Verstegen; Martino Pesaresi (Environ. Model. Softw., 2025)