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Vol 17, 2026
Pages: 1032 - 1043
Research paper
Geodesy Editor: Mladen Amovic
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Published: 01.06.2026. Research paper Geodesy Editor: Mladen Amovic

EVALUATING ACCURACY AND RELIABILITY OF MODERN 3D RECONSTRUCTION AND MEASUREMENT TECHNIQUES: A CASE STUDY OF A BYZANTINE BATH

By
Konstantinos Bellos Orcid logo ,
Konstantinos Bellos
Contact Konstantinos Bellos

Aristotle University of Thessaloniki , Thessaloniki , Greece

Ion-Anastasios Karolos Orcid logo ,
Ion-Anastasios Karolos

Aristotle University of Thessaloniki , Thessaloniki , Greece

Stylianos Bitharis Orcid logo ,
Stylianos Bitharis

Aristotle University of Thessaloniki , Thessaloniki , Greece

Athanasios Iliodromitis Orcid logo
Athanasios Iliodromitis

Department of Surveying and Geoinformatics Engineering, FACULTY OF ENGINEERING, University of West Attica , Athens , Greece

Abstract

Recent advances in 3D reconstruction techniques, including Terrestrial Laser Scanning (TLS), SLAM-based systems, and mobile LiDAR, have improved heritage documentation practices. This study evaluates the geometric accuracy of Leica BLK360, GeoSLAM ZEB-REVO, FJD TRION™ S1, and iPhone 12 Pro using a UNESCO-listed Byzantine Bath monument, with FARO Focus 3D as the reference dataset. Accuracy was assessed through C2C and M3C2 analyses on a 3 × 3 m floor subset and two vertical sections. Floor results showed mean deviations of 4.7–25 mm, with the iPhone 12 Pro yielding the lowest z-axis mean error, while BLK360 produced the most stable dataset. Section analysis indicated mean differences of 8–22 mm, with BLK360 demonstrating the closest agreement to reference data. Overall, all systems achieved centimeter-level accuracy, with mean deviations ranging from 4.7 mm to 25 mm, while the standard deviation of distances reached up to approximately 30 mm depending on the instrument and the analysed geometry. 

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