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--- | ||
weight: 10 | ||
title: "Digital Fabrication" | ||
authors: ["luigi-malomo"] | ||
show_date: false | ||
#date: 2022 | ||
image: | ||
focal_point: 'top' | ||
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The growing popularity of low-cost cameras and data-driven autonomous robotics have made large-scale imaging increasingly popular in environmental monitoring. | ||
Ecological assessments deduced from visual data have, until now, been reserved for direct observation by scientists, but most of the time the massive new stream | ||
of information cannot be processed visually. The Visual Computing Lab researches and develops IT tools based on computer vision, artificial intelligence and | ||
geometry processing of 3D data aimed at the ecological analysis of visual data. | ||
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This research activity led to the development of the AI-powered open-source software for analysing coral reefs TagLab. TagLab combines advanced automatic recognition | ||
and measurement tools in a friendly graphical user interface to efficiently study demographic changes, spatial dynamics, and the health of coral reef communities | ||
by leveraging visual data. By reducing the time required for ecological post-processing of coral reef images, TagLab allows researchers to process increasingly | ||
larger volumes of data without increasing the time needed for the person and ultimately facilitates a greater ability to understand and predict changes futures in | ||
coral reef ecosystems. | ||
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Taglab has been adopted by many marine science research institutions, including the Scripps Institution of Oceanography (University of California, San Diego), | ||
the Australian Institute of Marine Science (AIMS), and the Marine Science Institute (University of California, Santa Barbara). | ||
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Thanks to our experience and expertise in this field, we are involved in many research projects such as the National Research Program in Antartide (PNRA2018), | ||
the PRIN EUPHROSYNE, and the 2023-2025 joint research collaborations funded by [MAECI](https://www.esteri.it/en). | ||
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Selected papers: | ||
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- [Field-aligned mesh joinery](/publication/2014/CPMS14) | ||
- [Elastic textures for additive fabrication](/publication/2015/PZMPCZ15) | ||
- [FlexMolds: automatic design of flexible shells for molding](/publication/2016/MPBC16) | ||
- [FlexMaps: Computational Design of Flat Flexible Shells for Shaping 3D Objects](/publication/2018/MPIPMCB18) | ||
- [Volume-aware design of flexible molds](/publication/2019/AMGBCP19) | ||
- [Optimizing Object Decomposition to Reduce Visual Artifacts in 3D Printing](/publication/2020/FAGMCC20) | ||
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<!-- State of the art in stylized fabrication | ||
State of the art in computational mould design --> |
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title: "Environment Monitoring" | ||
authors: ["massimiliano-corsini","gaia-pavoni"] | ||
show_date: false | ||
#date: 2022 | ||
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Our activity on Geometry Processing includes methodologies for shape analysis and characterization, mesh parametrization and its applications. First, we aim to apply such techniques for re-meshing, compression and visualization. | ||
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# Files in this folder represent a Widget Page (homepage) | ||
type: widget_page | ||
title: "Enviromental Monitoring" | ||
authors: ["Gaia Pavoni", "Massimiliano Corsini"] | ||
show_date: false | ||
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This line of research is focused on the development of algorithms and tools based on AI and geometry processing of 3D data | ||
aimed at protecting biodiversity and support underwater biological and ecological analysis of visual data. |
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widget: pages | ||
headless: true | ||
weight: 20 | ||
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title: Recent Papers | ||
subtitle: | ||
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count: 0 | ||
filters: | ||
author: '' | ||
category: '' | ||
exclude_featured: false | ||
publication_type: '' | ||
tag: 'Architectural Geometry' | ||
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