Francesco Fassi

Dr. Francesco Fassi

ABC Department, 3DsurveyGroup, Politecnico di Milano, Via G. Ponzio 31, 20133 Milano, Italy
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Research Focus & Metrics

Academic Career Length

21Years (2006-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 June 2015 in Sensors
Verified
Journal Article
Open access
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Cristiana AchilleCristiana Achille
Cristiana Achille
Andrea AdamiAndrea Adami
Andrea Adami
SCSilvia Chiarini
Silvia Chiarini
SCStefano Cremonesi
Stefano Cremonesi
Francesco FassiFrancesco Fassi
Francesco Fassi
LTLaura Taffurelli
Laura Taffurelli
This paper examines the survey of tall buildings in an emergency context like in the case of post-seismic events. The after-earthquake survey has to guarantee time-savings, high precision and security during the operational stages. The main goal is to optimize the application of methodologies based on acquisition and automatic elaborations of photogrammetric data even with the use of Unmanned Aerial Vehicle (UAV) systems in order to provide fast and low cost operations. The suggested methods integrate new technologies with commonly used technologies like TLS and topographic acquisition. The value of the photogrammetric application is demonstrated by a test case, based on the comparison of acquisition, calibration and 3D modeling results in case of use of a laser scanner, metric camera and amateur reflex camera. The test would help us to demonstrate the efficiency of image based methods in the acquisition of complex architecture. The case study is Santa Barbara Bell tower in Mantua. The applied survey solution allows a complete 3D database of the complex architectural structure to be obtained for the extraction of all the information needed for significant intervention. This demonstrates the applicability of the photogrammetry using UAV for the survey of vertical structures, complex buildings and difficult accessible architectural parts, providing high precision results.

12 August 2020 in Remote Sensing
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Simone TeruggiSimone Teruggi
Simone Teruggi
Eleonora GrilliEleonora Grilli
Eleonora Grilli
Michele RussoMichele Russo
Michele Russo
Francesco FassiFrancesco Fassi
Francesco Fassi
Fabio RemondinoFabio Remondino
Fabio Remondino
The recent years saw an extensive use of 3D point cloud data for heritage documentation, valorisation and visualisation. Although rich in metric quality, these 3D data lack structured information such as semantics and hierarchy between parts. In this context, the introduction of point cloud classification methods can play an essential role for better data usage, model definition, analysis and conservation. The paper aims to extend a machine learning (ML) classification method with a multi-level and multi-resolution (MLMR) approach. The proposed MLMR approach improves the learning process and optimises 3D classification results through a hierarchical concept. The MLMR procedure is tested and evaluated on two large-scale and complex datasets: the Pomposa Abbey (Italy) and the Milan Cathedral (Italy). Classification results show the reliability and replicability of the developed method, allowing the identification of the necessary architectural classes at each geometric resolution.

2 January 2016 in Sensors
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Journal Article
Open access
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Fabio MennaFabio Menna
Fabio Menna
ENErica Nocerino
Erica Nocerino
Francesco FassiFrancesco Fassi
Francesco Fassi
Fabio RemondinoFabio Remondino
Fabio Remondino
The popularity of automatic photogrammetric techniques has promoted many experiments in underwater scenarios leading to quite impressive visual results, even by non-experts. Despite these achievements, a deep understanding of camera and lens behaviors as well as optical phenomena involved in underwater operations is fundamental to better plan field campaigns and anticipate the achievable results. The paper presents a geometric investigation of a consumer grade underwater camera housing, manufactured by NiMAR and equipped with a 7′′ dome port. After a review of flat and dome ports, the work analyzes, using simulations and real experiments, the main optical phenomena involved when operating a camera underwater. Specific aspects which deal with photogrammetric acquisitions are considered with some tests in laboratory and in a swimming pool. Results and considerations are shown and commented.

13 February 2013 in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Francesco FassiFrancesco Fassi
Francesco Fassi
LUIGI FREGONESELUIGI FREGONESE
LUIGI FREGONESE
SAS. Ackermann
S. Ackermann
VTV. De Troia
V. De Troia
In Cultural Heritage field, the necessity to survey objects in a fast manner, with the ability to repeat the measurements several times for deformation or degradation monitoring purposes, is increasing. In this paper, two significant cases, an architectonical one and an archaeological one, are presented. Due to different reasons and emergency situations, the finding of the optimal solution to enable quick and well-timed survey for a complete digital reconstruction of the object is required. In both cases, two survey methods have been tested and used: a laser scanning approach that allows to obtain high-resolution and complete scans within a short time and a photogrammetric one that allows the three-dimensional reconstruction of the object from images. In the last months, several methodologies, including free or low cost techniques, have arisen. These kinds of software allow the fully automatically three-dimensional reconstruction of objects from images, giving back a dense point cloud and, in some case, a surfaced mesh model. In this paper some comparisons between the two methodologies above mentioned are presented, using the example of some real cases of study. The surveys have been performed by employing both photogrammetry and laser scanner techniques. The methodological operational choices, depending on the required goal, the difficulties encountered during the survey with these methods, the execution time (that is the key parameter), and finally the obtained results, are fully described and examinated. On the final 3D model, an analytical comparison has been made, to analyse the differences, the tolerances, the possibility of accuracy improvement and the future developments.

31 May 2017 in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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ITIsabella Toschi
Isabella Toschi
MRM. M. Ramos
M. M. Ramos
ENErica Nocerino
Erica Nocerino
Fabio MennaFabio Menna
Fabio Menna
Fabio RemondinoFabio Remondino
Fabio Remondino
Francesco FassiFrancesco Fassi
Francesco Fassi
Accurate 3D city models represent an important source of geospatial information to support various “smart city” applications, such as space management, energy assessment, 3D cartography, noise and pollution mapping as well as disaster management. Even though remarkable progress has been made in recent years, there are still many open issues, especially when it comes to the 3D modelling of complex urban scenarios like historical and densely-built city centres featuring narrow streets and non-conventional building shapes. Most approaches introduce strong building priors/constraints on symmetry and roof typology that penalize urban environments having high variations of roof shapes. Furthermore, although oblique photogrammetry is rapidly maturing, the use of slanted views for façade reconstruction is not completely included in the reconstruction pipeline of state-of-the-art software. This paper aims to investigate state-of-the-art methods for 3D building modelling in complex urban scenarios with the support of oblique airborne images. A reconstruction approach based on roof primitives fitting is tested. Oblique imagery is then exploited to support the manual editing of the generated building models. At the same time, mobile mapping data are collected at cm resolution and then integrated with the aerial ones. All approaches are tested on the historical city centre of Bergamo (Italy).

19 December 2011 in The Photogrammetric Record
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Journal Article
Closed access
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Francesco FassiFrancesco Fassi
Francesco Fassi
Cristiana AchilleCristiana Achille
Cristiana Achille
LUIGI FREGONESELUIGI FREGONESE
LUIGI FREGONESE