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Martino Pesaresi

Researcher at Institute for the Protection and Security of the Citizen

Publications -  93
Citations -  6085

Martino Pesaresi is an academic researcher from Institute for the Protection and Security of the Citizen. The author has contributed to research in topics: Population & Panchromatic film. The author has an hindex of 27, co-authored 88 publications receiving 4990 citations.

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A new approach for the morphological segmentation of high-resolution satellite imagery

TL;DR: The proposed method performs well in the presence of both low radiometric contrast and relatively low spatial resolution, which may produce a textural effect, a border effect, and ambiguity in the object/background distinction.
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Classification and feature extraction for remote sensing images from urban areas based on morphological transformations

TL;DR: It is seen that relatively few features are needed to achieve the same classification accuracies as in the original feature space when classification of panchromatic high-resolution data from urban areas using morphological and neural approaches.
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A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results

TL;DR: A new fully automatic image information extraction, generalization and mosaic workflow is presented that is based on multiscale textural and morphological image features extraction and a new systematic approach for quality control and validation allowing global spatial and thematic consistency checking is proposed and applied.
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Advances in mathematical morphology applied to geoscience and remote sensing

TL;DR: It is shown that self-dual or even self-complementary filters are required in many applications to produce results independent of the local contrast of the searched image structures, and important issues overlooked in the past are addressed.