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Dense 3D Model Generation of a Dam Surface Using UAV for Visual Inspection

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Part of the book series: Mechanisms and Machine Science ((Mechan. Machine Science,volume 67))

Abstract

In recent years the term “industry 4.0” has been consolidated, indicating a trend towards the automation of industrial processes with the introduction of new technologies to support the production of goods and services. Connected to this new type of industry, in this paper, the authors describe the implementation of a solution based on the automatic analysis of data extracted from a photogrammetric survey. In particular, a low-cost UAV system has been used and, in this paper, all the analyses involved in the planning of the data acquisition phase, their management and processing within a GIS system are described. During the acquisition phase, different data sets were acquired using different techniques, recording 4 k video and acquiring high resolution images. The place chosen to perform this test was the Serrù dam, a plant located in Ceresole Reale, near Turin, Piedmont (Italy). A 3D model was made of this structure on which a wall integrity check was carried out.

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References

  1. Aicardi, I., Chiabrando, F., Lingua, A.M., Noardo, F., Piras, M., Vigna, B.: A methodology for acquisition and processing of thermal data acquired by UAVs: a test about subfluvial springs’ investigations. Geomatics Nat. Hazards Risk 8(1), 1–13 (2017). https://doi.org/10.1080/19475705.2016.1225229

    Article  Google Scholar 

  2. Balletti, C., Ballarin, M., Guerra, F.: 3D printing: state of the art and future perspectives. J. Cult. Heritage 26, 172–182 (2017)

    Article  Google Scholar 

  3. Balletti, C., Beltrame, C., Costa, E., Guerra, F., Vernier, P.: Underwater photogrammetry and 3D reconstruction of marble cargos shipwreck. Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. 40(7), 7–13 (2015)

    Article  Google Scholar 

  4. Bolli, P., Pupillo, G., Virone, G., Farooqui, M.Z., Lingua, A.M., Mattana, A., Monari, J., Murgia, M., Naldi, G., Paonessa, F., Perini, F., Pluchino, S., Rusticelli, S., Schiaffino, M., Schillirò, F., Tartarini, G., Tibaldi, A.: From MAD to SAD: the Italian experience for the low frequency aperture array of SKA1-LOW. Radio Sci. 51(3), 160–175 (2016). https://doi.org/10.1002/2015rs005922

    Article  Google Scholar 

  5. Buffi, G., Manciola, P., Grassi, S., Barberini, M., Gambi, A.: Survey of the Ridracoli Dam: UAV-based photogrammetry and traditional topographic techniques in the inspection of vertical structures. Geomatics Nat. Hazards Risk 8(2), 1562–1579 (2017)

    Article  Google Scholar 

  6. Chiabrando, F., Di Pietra, V., Lingua, A.M., Cho, Y., Jeon, J.: An original application of image recognition based location in complex indoor environments. ISPRS Int. J. Geo-Inf. 6(2), 56 (2017). https://doi.org/10.3390/ijgi6020056. ISSN: 2220-9964

    Article  Google Scholar 

  7. Chiabrando, F., Lingua, A.M., Maschio, P.F., Teppati Losè, L.: The influence of flight planning and camera orientation in UAVs photogrammetry a test in the area of Rocca San Silvestro (LI), Tuscany. Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. 2/W3, 163–170 (2017). https://doi.org/10.5194/isprs-archives-xlii-2-w3-163-2017

    Article  Google Scholar 

  8. Cristodaro, C., Dovis, F., Falco, G., Pini, M.: GNSS receiver performance in urban environment: Challenges and test approaches for automotive applications. In: International Conference of Electrical and Electronic Technologies for Automotive, pp. 1–6 (2017). https://doi.org/10.23919/eeta.2017.7993222

  9. Dabove, P., Manzino, A.M.: Accurate real-time GNSS positioning assisted by tablets: an innovative method for positioning and mapping. Geoingegneria Ambientale e Mineraria 148(2), 17–22 (2017). ISSN 1121-9041

    Google Scholar 

  10. Guarnieri, A., Fissore, F., Masiero, A., Di Donna, A., Coppa, U., Vettore, A.: From survey to fem analysis for documentation of built heritage: The case study of villa Revedin-Bolasco. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 42(5-W1), 527–533 (2017). https://doi.org/10.5194/isprs-archives-xlii-5-w1-527-2017

    Article  Google Scholar 

  11. Khaloo, A., Lattanzi, D., Jachimowicz, A.: Utilizing UAV and 3D computer vision for visual inspection of a large gravity dam. In: Preprints (2018). 2018010235 https://doi.org/10.20944/preprints201801.0235.v1

  12. Lingua, A.M., Noardo, F., Spano’, A.T., Sanna, S., Matrone, F.: 3D model generation using oblique images acquired by UAV. Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. XLII(4/W2), 107–115 (2017). https://doi.org/10.5194/isprs-archives-xlii-4-w2-107-2017

    Article  Google Scholar 

  13. Masiero, A., Fissore, F., Vettore, A.: A low cost UWB based solution for direct georeferencing UAV photogrammetry. Remote Sens. 9(5), 414 (2017). https://doi.org/10.3390/rs9050414

    Article  Google Scholar 

  14. Piras, M., Dabove, P.: Comparison of two different mass-market IMU generations: bias analyses and real time applications. In: Proceedings of the 2016 IEEE/ION Position, Location and Navigation Symposium, PLANS 2016, Savannah (USA), 11–14 April 2016, pp. 34–41 (2016)

    Google Scholar 

  15. Piras, M., Di Pietra, V., Visintini, D.: 3D modeling of industrial heritage building using COTSs system: Test, limits and performances. Int. Arch. Photogrammetry Remote Sens. Spat. Inf. Sci. - ISPRS Arch. 42(2-W6), 281–288 (2017). https://doi.org/10.5194/isprs-archives-xlii-2-w6-281-2017

    Article  Google Scholar 

  16. Piras, M., Taddia, G., Forno, M.G., Gattiglio, M., Aicardi, I., Dabove, P.Lo, Russo, S., Lingua, A.M.: Detailed geological mapping in mountain areas using an unmanned aerial vehicle: application to the Rodoretto Valley, NW Italian Alps. Geomatics Nat. Hazards Risk 8(1), 137–149 (2017). https://doi.org/10.1080/19475705.2016.1225228

    Article  Google Scholar 

  17. Silvagni, M., Chiaberge, M., Sanguedolce, C., Dara, G.: A modular cloud robotics architecture for data management and mission handling of unmanned robotic services. Mech. Mach. Sci. 49, 528–538 (2018). https://doi.org/10.1007/978-3-319-61276-8_55

    Article  Google Scholar 

  18. Silvagni, M., Tonoli, A., Zenerino, E., Chiaberge, M.: Multipurpose UAV for search and rescue operations in mountain avalanche events. Geomatics Nat. Hazards Risk 8(1), 17–33 (2017)

    Article  Google Scholar 

  19. Valpreda, F.: 3D printing awareness the future of making things. In: Proceedings of SPIE - The International Society for Optical Engineering, vol. 9398 (2015). https://doi.org/10.1117/12.2083302

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Acknowledgment

The study was funded by the IREN group in collaboration with the office of Internationalization and Innovation.

A part of this study was carried out in collaboration with PIC4SeR – Politecnico Interdepartmental Center of Service Robotics.

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Correspondence to Stefano Angeli .

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Angeli, S., Lingua, A.M., Maschio, P., Piantelli, L., Dugone, D., Giorgis, M. (2019). Dense 3D Model Generation of a Dam Surface Using UAV for Visual Inspection. In: Aspragathos, N., Koustoumpardis, P., Moulianitis, V. (eds) Advances in Service and Industrial Robotics. RAAD 2018. Mechanisms and Machine Science, vol 67. Springer, Cham. https://doi.org/10.1007/978-3-030-00232-9_16

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  • DOI: https://doi.org/10.1007/978-3-030-00232-9_16

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-00231-2

  • Online ISBN: 978-3-030-00232-9

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