Documentation of complex structure using Unmanned Aerial Vehicle (UAV) photogrammetry method and Terrestrial Laser Scanner (TLS)

Öz

Modeling objects with different size and geometry and extracting metric information of this object is more difficult than ordered geometric structures. Especially, analyses and measurements to be made on similar structures cannot be accurate and precise with conventional methods such as minarets, domes, columns, mausoleums, and statues that have a conical, spherical, or cylindrical shape. Three-dimensional (3D) scanning technologies such as Terrestrial Laser Scanners (TLS) are important tool for modeling to complex structures Clearly, 3D scanners are more suitable than conventional methods for measuring objects with disordered and complex surfaces. It is one of the best methods for applications with similar complex structures. However, the biggest disadvantage of ground-based scans such as TLS are that the data of the upper facades of the building cannot be collected due to the scanning location. The collection of data on the upper facades of the buildings with carrier platforms such as Unmanned Aerial Vehicles (UAV) that make it possible to take images from the air contribute to overcoming this problem. In this study, the data of the columns with complex structures in the archaeological site of Soli-Pompeipolis were collected and modeled using TLS and UAV photogrammetry methods. For modeling, a hybrid method was used by combining the data obtained by TLS and UAV photogrammetry methods. As a result of the study, 0.21 and 2.3 cm precise were obtained for point clouds produced by TLS and UAV photogrammetry, respectively. By combining the point clouds obtained from both data collection methods, 1.7 cm precise was calculated.

Anahtar Kelimeler

• 3D Model
• Photogrammetry
• Unmanned Aerial
• Vehicles
• Terrestrial Laser
• Scanners
• Structure

Kaynakça

1. Cultural Heritages with UAV and TLS Systems: A Case Study on the Somuncu Baba Mosque. Artgrid - Journal of Architecture Engineering and Fine Arts, 2 (1), 1-12.
2. Aicardi I, Dabove P, Lingua AM & Piras M (2016). Ormancılık uygulamaları için TLS ve İHA fotogrametri teknikleri arasında entegrasyon. iForest-Biogeosciences ve Ormancılık, 10 (1), 41.
3. Alptekin A, Çelik M Ö & Yakar M (2019a). Anıtmezarın yersel lazer tarayıcı kullanarak 3B modellenmesi. Türkiye Lidar Dergisi, 1 (1), 1-4.
4. Alptekin A, Çelik M Ö, Doğan Y & Yakar M (2019b). Mapping of a Rockfall Site With an Unmanned Aerial Vehicle. Mersin Photogrammetry Journal, 1(1), 12-16.
5. Balletti C, Guerra F, Scocca V & Gottardi C (2015). 3D integrated methodologies for the documentation and the virtual reconstruction of an archaeological site. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 40 (5), 215.
6. Bolognesi M, Furini A, Russo V, Pellegrinelli A & Russo P (2014). Accuracy of cultural heritage 3D models by RPAS and terrestrial photogrammetry. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 40 (5), 113.
7. Çelik M Ö, Alptekin A, Ünel F B, Kuşak L & Kanun E (2020). The Effect of Different Flight Heights on Generated Digital Products: Dsm And Orthophoto. Mersin Photogrammetry Journal, 2 (1), 1-9.
8. Chen X, Jia D & Zhang W (2020, August). Integrating UAV photogrammetry and terrestrial laser scanning for three-dimensional geometrical modeling of post-earthquake county of Beichuan. In International Conference on Computing in Civil and Building Engineering (pp. 1086-1098). Springer, Cham.

9. Comert R, Avdan U, Gorum T & Nefeslioglu H A (2019). Mapping of shallow landslides with object-based image analysis from unmanned aerial vehicle data. Engineering Geology, 260, 105264
10. Cryderman C, Mah S B & Shufletoski A (2014). Evaluation of UAV photogrammetric accuracy for mapping and earthworks computations. Geomatica, 68 (4), 309-317.
11. Dayal KR, Raghavendra S, Pande H, Tiwari PS & Chauhan I (2017). Ücretsiz ve karasal lazer tarayıcıdan oluşturulan 3B nokta bulutlarının karşılaştırmalı analizi. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 42, 67.
12. Dereli M A, Polat N & Uysal M (2019). Düşük maliyetli İHA ile yüksek çözünürlüklü SYM üretimi. Nevşehir Bilim ve Teknoloji Dergisi, 8 (1), 56-62.
13. Hamal S N G, Sarı B & Ulvi A (2020). Using of Hybrid Data Acquisition Techniques for Cultural Heritage a Case Study of Pompeiopolis. Türkiye İnsansız Hava Araçları Dergisi, 2 (2), 55-60.
14. Harshit Jain K & Mishra V (2020). Analysis of Survey Approach Using UAV Images and Lidar for a Chimney Study. J Indian Soc Uzaktan Algılama.
15. Karabörk H, Göktepe A, Yılmaz H M, Mutluoğlu Ö, Yıldız F & Yakar M (2009). Tarihi ve kültürel varlıkların lazer tarama ve lazer nokta ölçme teknolojileri ile 3B modellenmesinde duyarlılık araştırması ve uygulama modelinin belirlenmesi. 12. Türkiye Harita Bilimsel ve Teknik Kurultayı, pp.11-15.
16. Makineci H B, Karabörk H & Durdu A (2020). Comparison of DEM based on Geodetic Methods and Photogrammetric Usage of UAV. Turkish Journal of Remote Sensing, 2 (2), 58-69.
17. Martínez-Carricondo P, Carvajal-Ramírez F, Yero-Paneque L & Agüera-Vega F (2020). Combination of nadiral and oblique UAV photogrammetry and HBIM for the virtual reconstruction of cultural heritage. Case study of Cortijo del Fraile in Níjar, Almería (Spain). Building Research & Information, 48 (2), 140-159.
18. Mirdan O & Yakar M (2017). Tarihi eserlerin İnsansız Hava Aracı ile modellenmesinde karşılaşılan sorunlar. Geomatik, 2 (3), 118-125.
19. Pepe M, Ackermann S, Fregonese L & Achılle C (2016). 3D Point Cloud Model Color Adjustment by Combining Terrestrial Laser Scanner and Close Range Photogrammetry Datasets. In ICDH 2016: 18th International Conference on Digital Heritage (Vol. 10, Pp. 1942-1948). International Journal of Computer and Information Engineering.
20. Remondino F, Spera M G, Nocerino E, Menna F & Nex F (2014). State of the art in high density image matching. The photogrammetric record, 29 (146), 144-166.
21. Şanlıoğlu İ, Zeybek M & Karauğuz G (2013). photogrammetric survey and 3d modeling of Ivriz Rock Relief in late hittite era. Mediterranean Arhaeology and Archaeometry, 13 (2).
22. Sanz-Ablanedo E, Chandler J H, Rodríguez-Pérez J R & Ordóñez C (2018). Accuracy of unmanned aerial vehicle (UAV) and SFM photogrammetry survey as a function of the number and location of ground control points used. Remote Sensing, 10 (10), 1606.
23. Şenol H I, Erdogan S, Onal M, Ulukavak M, Memduhoglu A, Mutlu S & Yilmaz M (2017). 3D modeling of a bazaar in ancient Harran city using laser scanning technique. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 42.
24. Şenol H İ, Memduhoğlu A, Ulukavak M, Çetin B & Polat N (2019). Lazer tarayıcı ve insansız hava aracı kullanılarak kızılkoyun kral kaya mezarlarının 3 boyutlu belgelenmesi. 17. Türkiye Harita Bilimsel ve Teknik Kurultayı, 25-27 Nisan 2019, Ankara.
25. Şenol H İ, Memduhoğlu A & Ulukavak M. (2020). Multi instrumental documentation and 3D modelling of an archaeological site: a case study in Kizilkoyun Necropolis Area. Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, 11(3), 1241-1250.
26. Ulukavak M, Memduhoğlu A, Şenol H İ & Polat N (2019). The use of UAV and photogrammetry in digital documentation. Mersin Photogrammetry Journal, 1(1), 17-22.
27. Ulvi̇ A & Yiğit A Y (2019). Kültürel mirasın dijital dokümantasyonu: Taşkent Sultan Çeşmesinin Fotogrametrik Teknikler Kullanarak 3B Modelinin Yapılması. Türkiye Fotogrametri Dergisi, 1 (1), 1-6.
28. Ulvi A, Yakar M, Yiğit A Y & Kaya Y (2019). The Use of Photogrammetric Techniques in Documenting Cultural Heritage: The Example of Aksaray Selime Sultan Tomb. Universal Journal of Engineering Science, 7 (3), 64-73.
29. Ulvi A, Yakar M, Yiğit A Y & Kaya Y (2020) İHA ve yersel fotogrametrik teknikler kullanarak Aksaray Kızıl Kilise’nin 3 Boyutlu nokta bulutu ve modelinin üretilmesi. Geomatik Dergisi, 5 (1), 19-26.
30. Ulvi A & Yiğit A Y (2020). 3D study of modelling and animation of Kayseri Gülük Mosque. Mersin Photogrammetry Journal, 2 (2), 33-37.
31. Uysal M, Yılmaz M, Tiryakioğlu İ & Polat N (2018). İnsansiz hava araçlarinin afet yönetiminde kullanimi. Anadolu Üniversitesi Bilim Ve Teknoloji Dergisi, 6, 219-224.
32. Yakar M & Yılmaz H M (2008). Kültürel miraslardan tarihi Horozluhan’ın fotogrametrik rölöve çalışması ve 3 boyutlu modellenmesi.
33. Yakar M, Orhan O, Ulvi A, Yiğit A Y & Yüzer M M (2015). Sahip Ata Külliyesi rölöve örneği. TMMOB Harita ve Kadastro Mühendisleri Odası, 10.
34. Yakar M, Kabadayı A, Yiğit A Y, Çıkıkcı K, Kaya Y & Catin S S (2016). Emir Saltuk Kümbeti fotogrametrik rölöve çalışması ve 3boyutlu modellenmesi. Geomatik, 1(1), 14-18.
35. Yiğit A Y & Uysal M (2019). Nesne Tabanlı Sınıflandırma Yaklaşımı Kullanılarak Yolların Tespiti. Türkiye Fotogrametri Dergisi, 1(1), 17-24.
36. Yiğit A Y & Uysal M (2020). Automatic Road Detection from Orthophoto Images. Mersin Photogrammetry Journal, 2 (1), 10-17.
37. Yiğit A Y, Kaya Y & Kabadayı A (2020). Comparison of Documenting Cultural Artifacts with the 3D Model in Different Software. Mersin Photogrammetry Journal, 2 (2), 51-58.
38. Yilmaz H M & Yakar M (2006). Yersel lazer tarama Teknolojisi. Yapı Teknolojileri Elektronik Dergisi, 2 (2), 43-48.