TACK PROJECT: TUNNEL AND BRIDGE AUTOMATIC CRACK MONITORING USING DEEP LEARNING AND PHOTOGRAMMETRY

Belloni, V.; Sjölander, A.; Ravanelli, R.; Crespi, M.; Nascetti, A.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-741-2020

Articles | Volume XLIII-B4-2020

Article
Metrics
Related articles

Articles | Volume XLIII-B4-2020

https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-741-2020

Articles | Volume XLIII-B4-2020

Article
Metrics
Related articles

25 Aug 2020

| 25 Aug 2020

TACK PROJECT: TUNNEL AND BRIDGE AUTOMATIC CRACK MONITORING USING DEEP LEARNING AND PHOTOGRAMMETRY

V. Belloni, A. Sjölander, R. Ravanelli, M. Crespi, and A. Nascetti

V. Belloni

Geodesy and Geomatics Division (DICEA), Sapienza University of Rome, Rome, Italy

A. Sjölander

Division of Concrete Structures, KTH - Royal Institute of Technology, Stockholm, Sweden

R. Ravanelli

https://orcid.org/0000-0001-5540-6241

Geodesy and Geomatics Division (DICEA), Sapienza University of Rome, Rome, Italy

M. Crespi

https://orcid.org/0000-0002-0592-6182

Geodesy and Geomatics Division (DICEA), Sapienza University of Rome, Rome, Italy

A. Nascetti

Geoinformatics Division, KTH - Royal Institute of Technology, Stockholm, Sweden

Related authors

Show only first author papers Show all papers

UAV-BASED GLACIER MONITORING: GNSS KINEMATIC TRACK POST-PROCESSING AND DIRECT GEOREFERENCING FOR ACCURATE RECONSTRUCTIONS IN CHALLENGING ENVIRONMENTS

V. Belloni, D. Fugazza, and M. Di Rita

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 367–373, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-367-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-367-2022, 2022

GLACIER VOLUME CHANGE MONITORING FROM UAV OBSERVATIONS: ISSUES AND POTENTIALS OF STATE-OF-THE-ART TECHNIQUES

M. Di Rita, D. Fugazza, V. Belloni, G. Diolaiuti, M. Scaioni, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1041–1048, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1041-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1041-2020, 2020

DIGITAL IMAGE CORRELATION FROM COMMERCIAL TO FOS SOFTWARE: A MATURE TECHNIQUE FOR FULL-FIELD DISPLACEMENT MEASUREMENTS

V. Belloni, R. Ravanelli, A. Nascetti, M. Di Rita, D. Mattei, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 91–95, https://doi.org/10.5194/isprs-archives-XLII-2-91-2018,https://doi.org/10.5194/isprs-archives-XLII-2-91-2018, 2018

3DCD: A NEW DATASET FOR 2D AND 3D CHANGE DETECTION USING DEEP LEARNING TECHNIQUES

V. Coletta, V. Marsocci, and R. Ravanelli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1349–1354, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1349-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1349-2022, 2022

BUILDING CHANGE DETECTION USING MULTI-TEMPORAL AIRBORNE LIDAR DATA

R. Yadav, A. Nascetti, and Y. Ban

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1377–1383, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1377-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1377-2022, 2022

UAV-BASED GLACIER MONITORING: GNSS KINEMATIC TRACK POST-PROCESSING AND DIRECT GEOREFERENCING FOR ACCURATE RECONSTRUCTIONS IN CHALLENGING ENVIRONMENTS

V. Belloni, D. Fugazza, and M. Di Rita

GLACIER VOLUME CHANGE MONITORING FROM UAV OBSERVATIONS: ISSUES AND POTENTIALS OF STATE-OF-THE-ART TECHNIQUES

M. Di Rita, D. Fugazza, V. Belloni, G. Diolaiuti, M. Scaioni, and M. Crespi

URBAN GEO BIG DATA

M. A. Brovelli, P. Boccardo, G. Bordogna, A. Pepe, M. Crespi, M. Munafò, and F. Pirotti

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 23–30, https://doi.org/10.5194/isprs-archives-XLII-4-W14-23-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W14-23-2019, 2019

AN ORIGINAL ALGORITHM FOR BIM GENERATION FROM INDOOR SURVEY POINT CLOUDS

F. Capocchiano and R. Ravanelli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 769–776, https://doi.org/10.5194/isprs-archives-XLII-2-W13-769-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-769-2019, 2019

FOSS4G DATE FOR DSM GENERATION: SENSITIVITY ANALYSIS OF THE SEMI-GLOBAL BLOCK MATCHING PARAMETERS

L. Lastilla, R. Ravanelli, F. Fratarcangeli, M. Di Rita, A. Nascetti, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 67–72, https://doi.org/10.5194/isprs-archives-XLII-2-W13-67-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-67-2019, 2019

3D HIGH-QUALITY MODELING OF SMALL AND COMPLEX ARCHAEOLOGICAL INSCRIBED OBJECTS: RELEVANT ISSUES AND PROPOSED METHODOLOGY

L. Lastilla, R. Ravanelli, and S. Ferrara

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 699–706, https://doi.org/10.5194/isprs-archives-XLII-2-W11-699-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W11-699-2019, 2019

ANALYSIS OF THE FLOATING CAR DATA OF TURIN PUBLIC TRANSPORTATION SYSTEM: FIRST RESULTS

R. Ravanelli and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 515–521, https://doi.org/10.5194/isprs-archives-XLII-4-515-2018,https://doi.org/10.5194/isprs-archives-XLII-4-515-2018, 2018

DIGITAL IMAGE CORRELATION FROM COMMERCIAL TO FOS SOFTWARE: A MATURE TECHNIQUE FOR FULL-FIELD DISPLACEMENT MEASUREMENTS

V. Belloni, R. Ravanelli, A. Nascetti, M. Di Rita, D. Mattei, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 91–95, https://doi.org/10.5194/isprs-archives-XLII-2-91-2018,https://doi.org/10.5194/isprs-archives-XLII-2-91-2018, 2018

COPERNICUS BIG DATA AND GOOGLE EARTH ENGINE FOR GLACIER SURFACE VELOCITY FIELD MONITORING: FEASIBILITY DEMONSTRATION ON SAN RAFAEL AND SAN QUINTIN GLACIERS

M. Di Tullio, F. Nocchi, A. Camplani, N. Emanuelli, A. Nascetti, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 289–294, https://doi.org/10.5194/isprs-archives-XLII-3-289-2018,https://doi.org/10.5194/isprs-archives-XLII-3-289-2018, 2018

MONITORING URBAN HEAT ISLAND THROUGH GOOGLE EARTH ENGINE: POTENTIALITIES AND DIFFICULTIES IN DIFFERENT CITIES OF THE UNITED STATES

R. Ravanelli, A. Nascetti, R. V. Cirigliano, C. Di Rico, P. Monti, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 1467–1472, https://doi.org/10.5194/isprs-archives-XLII-3-1467-2018,https://doi.org/10.5194/isprs-archives-XLII-3-1467-2018, 2018

Precipitable water vapour content from ESR/SKYNET sun–sky radiometers: validation against GNSS/GPS and AERONET over three different sites in Europe

Monica Campanelli, Alessandra Mascitelli, Paolo Sanò, Henri Diémoz, Victor Estellés, Stefano Federico, Anna Maria Iannarelli, Francesca Fratarcangeli, Augusto Mazzoni, Eugenio Realini, Mattia Crespi, Olivier Bock, Jose A. Martínez-Lozano, and Stefano Dietrich

Atmos. Meas. Tech., 11, 81–94, https://doi.org/10.5194/amt-11-81-2018,https://doi.org/10.5194/amt-11-81-2018, 2018

Short summary

The estimation of precipitable water vapour (W) content is of great interest in both meteorological and climatological studies. Sun photometers allowed the development of W automatic estimations with high temporal resolution. A new methodology, based on the hypothesis that the calibration parameters characterizing the atmospheric transmittance are dependent on vertical profiles of temperature, air pressure and moisture typical of each measurement site, has been presented providing good results.

Hide

3D MODELLING BY LOW-COST RANGE CAMERA: SOFTWARE EVALUATION AND COMPARISON

R. Ravanelli, L. Lastilla, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 209–212, https://doi.org/10.5194/isprs-archives-XLII-2-W8-209-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W8-209-2017, 2017

A TOOL FOR CROWDSOURCED BUILDING INFORMATION MODELING THROUGH LOW-COST RANGE CAMERA: PRELIMINARY DEMONSTRATION AND POTENTIAL

F. Capocchiano, R. Ravanelli, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 75–81, https://doi.org/10.5194/isprs-archives-XLII-2-W8-75-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W8-75-2017, 2017

A NEW DIGITAL IMAGE CORRELATION SOFTWARE FOR DISPLACEMENTS FIELD MEASUREMENT IN STRUCTURAL APPLICATIONS

R. Ravanelli, A. Nascetti, M. Di Rita, V. Belloni, D. Mattei, N. Nisticó, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 139–145, https://doi.org/10.5194/isprs-archives-XLII-4-W2-139-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W2-139-2017, 2017

FREE GLOBAL DSM ASSESSMENT ON LARGE SCALE AREAS EXPLOITING THE POTENTIALITIES OF THE INNOVATIVE GOOGLE EARTH ENGINE PLATFORM

A. Nascetti, M. Di Rita, R. Ravanelli, M. Amicuzi, S. Esposito, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 627–633, https://doi.org/10.5194/isprs-archives-XLII-1-W1-627-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-627-2017, 2017

FOSS4G DATE ASSESSMENT ON THE ISPRS OPTICAL STEREO SATELLITE DATA: A BENCHMARK FOR DSM GENERATION

M. Di Rita, A. Nascetti, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 635–638, https://doi.org/10.5194/isprs-archives-XLII-1-W1-635-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-635-2017, 2017

3D MODELLING OF ARCHAEOLOGICAL SMALL FINDS BY A LOW-COST RANGE CAMERA: METHODOLOGY AND FIRST RESULTS

R. Ravanelli, A. Nascetti, M. Di Rita, L. Nigro, D. Montanari, F. Spagnoli, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W1, 589–592, https://doi.org/10.5194/isprs-archives-XLII-5-W1-589-2017,https://doi.org/10.5194/isprs-archives-XLII-5-W1-589-2017, 2017

EXPLOITING SENTINEL-1 AMPLITUDE DATA FOR GLACIER SURFACE VELOCITY FIELD MEASUREMENTS: FEASIBILITY DEMONSTRATION ON BALTORO GLACIER

A. Nascetti, F. Nocchi, A. Camplani, C. Di Rico, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 783–788, https://doi.org/10.5194/isprs-archives-XLI-B7-783-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-783-2016, 2016

CENTIMETER COSMO-SKYMED RANGE MEASUREMENTS FOR MONITORING GROUND DISPLACEMENTS

F. Fratarcangeli, A. Nascetti, P. Capaldo, A. Mazzoni, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 815–820, https://doi.org/10.5194/isprs-archives-XLI-B7-815-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-815-2016, 2016

UPGRADE OF FOSS DATE PLUG-IN: IMPLEMENTATION OF A NEW RADARGRAMMETRIC DSM GENERATION CAPABILITY

M. Di Rita, A. Nascetti, F. Fratarcangeli, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 821–825, https://doi.org/10.5194/isprs-archives-XLI-B7-821-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-821-2016, 2016

KINECT V2 AND RGB STEREO CAMERAS INTEGRATION FOR DEPTH MAP ENHANCEMENT

R. Ravanelli, A. Nascetti, and M. Crespi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B5, 699–702, https://doi.org/10.5194/isprs-archives-XLI-B5-699-2016,https://doi.org/10.5194/isprs-archives-XLI-B5-699-2016, 2016

TACK PROJECT: TUNNEL AND BRIDGE AUTOMATIC CRACK MONITORING USING DEEP LEARNING AND PHOTOGRAMMETRY

Related authors

Useful Links

Useful External Links

Our Contact