Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Marek Fraštia has a total of 44 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Measuring Smooth Stone: Effects of Surface Texture on SfM Photogrammetry and Handheld 3D Scanning for Ancient-Vessel Metrology

    by Marián Marčiš, Károly Bence Póka, Adam Young, Marek Fraštia

    The accuracy of 3D digitisation methods is strongly influenced by the surface properties of the observed object, particularly its texture, reflectance, and material structure. This is especially relevant to the systematic metrological analysis of ancient stone vessels undertaken by the Artifact Research Foundation, where high-resolution 3D models are increasingly used for geometric analysis, including through dedicated tools such as Petrie Scope. This study assesses the potential influence of crystalline granite texture on residual dispersion in Structure-from-Motion (SfM) photogrammetry and handheld laser-triangulation scanning using granite metrological reference objects measured under controlled conditions before and after application of a self-sublimating scanning spray. For the unsprayed cube, the pooled empirical 99% residual interval was −33.8 to +33.1 µm for photogrammetry and −49.9 to +54.5 µm for handheld scanning; for the unsprayed cylinder, the corresponding intervals were −51.6 to +30.7 µm and −76.3 to +55.3 µm. Sprayed reconstructions in the principal comparison exhibited lower residual dispersion and circularity RMSD. Repeated handheld-scanner acquisitions supported this trend, while supplementary SfM analyses demonstrated the influence of camera-network configuration and calibration treatment on surface-residual dispersion. By linking surface residuals to circularity and centre-offset descriptors, this study provides an empirical basis for interpreting geometric regularity in ancient stone vessels. The results for the tested granite surfaces and workflows highlight the need to distinguish measurement-induced deviations from genuine manufacturing irregularities when analysing polished stone artefacts and ancient vessels.

  • Open Access

    Spatial control of warehouse microclimate heterogeneity to preserve grain quality

    by Yevhen Kononets, Roman Rabenseifer, Radim Kunes, Petr Bartos, Marek Frastia, Maryna Babenko

  • Open Access

    Low-Cost Panoramic Photogrammetry: A Case Study on Flat Textures and Poor Lighting Conditions

    by Ondrej Benko, Marek Fraštia, Marián Marčiš, Adrián Filip

    The article addresses the issue of panoramic photogrammetry for the reconstruction of interior spaces. Such environments often present challenges, including poor lighting conditions and surfaces with variable texture for photogrammetric scanning. In this case study, we reconstruct the interior spaces of the historical house of Samuel Mikovíni, which represents these unfavorable conditions. The 3D reconstruction of interior spaces is performed using the Ricoh Theta Z1 spherical camera (Ricoh Company, Ltd.; Tokyo, Japan) in six variants, each employing a different number of images and different camera networks. Scale is introduced into the reconstructions based on significant dimensions measured with a measuring tape. A comparison is carried out using a point cloud obtained from terrestrial laser scanning and difference point clouds are generated for each variant. Based on the results, reconstructions produced from a reduced number of spherical images can serve as a basic source for simple documentation with accuracy up to 0.15 m. When the number of spherical images is increased and images from different height levels are included, the reconstruction accuracy improves markedly, achieving positional accuracy of up to 0.05 m, even in areas affected by poor lighting conditions or low-texture surfaces. The results confirm that for interior reconstruction, a higher number of images not only increases the density of the reconstructed point cloud but also enhances its positional accuracy.


  • Open Access

    Accuracy Verification of the Convergent Photogrammetry Method for Levelling Staff Calibration

    by Ondrej Benko, Marek Fraštia

    The calibration of levelling staff is a key prerequisite for achieving high-precision levelling. Traditionally, this process is carried out using laser interferometric systems, which provide the required accuracy but are demanding in terms of operation, maintenance, and measurement conditions. This paper focuses on verifying the applicability of the convergent photogrammetry method for levelling staff calibration with a target accuracy of 0.010 mm. An experimental prototype of a photogrammetric calibration system (without real scale) was developed and tested using three different lenses, two processing software packages (Photomodeler and Agisoft Metashape), and two different approaches to camera calibration (self-calibration and field calibration). The repeatability of measurements was evaluated based on mutual lengths between selected checkpoints and the accuracy of determining the 3D positions of these points. The results showed that the Nikon AF-S NIKKOR 35 mm f/1.8G ED lens achieved the best repeatability and met the target accuracy requirement, while Photomodeler yielded smaller standard deviations in the determination of control point positions compared to Agisoft Metashape. The findings indicate that convergent photogrammetry, when applied under optimal conditions, has the potential to achieve the accuracy required for high-precision measurements in metrology, and may even offer an alternative to laser interferometric calibration systems in certain applications.


  • Open Access

    Potential of Low-Cost UAV Photogrammetry for Documenting Hard-to-Access Interior Spaces Through Building Openings

    by Marián Marčiš, Marek Fraštia, Katarína Terao Vošková

    Unmanned aerial vehicles (UAVs) are primarily used in the field of cultural heritage for mapping the exteriors of larger objects and documenting the roofs and façades of tall structures that cannot be efficiently or feasibly measured using conventional terrestrial technologies and methods. However, due to the considerable diversity of cultural heritage, there are practical demands for the measurement of complex and inaccessible objects in interior spaces. This article focuses on the use of two different off-the-shelf UAVs for partial photogrammetric reconstruction of the attic of a mining house, which was only visible through a window in the gable wall. Data from both UAVs were compared with each other and with terrestrial laser scanning. Despite the lower quality of the results from the DJI Mini 4 Pro compared to the DJI Mavic 3 Enterprise, the results from both UAVs would still be suitable for documenting the interior attic spaces. However, a detailed analysis of the photogrammetric data indicates that, when selecting a UAV for this purpose, it is necessary to consider the limitations of the camera system, which may lead to a reduction in the geometric accuracy and completeness of the point clouds.


  • Open Access

    Photogrammetric Measurement of Grassland Fire Spread: Techniques and Challenges with Low-Cost Unmanned Aerial Vehicles

    by Marián Marčiš, Marek Fraštia, Tibor Lieskovský, Martin Ambroz, Karol Mikula

    The spread of natural fires is a complex issue, as its mathematical modeling needs to consider many parameters. Therefore, the results of such modeling always need to be validated by comparison with experimental measurements under real-world conditions. Remote sensing with the support of satellite or aerial sensors has long been used for this purpose. In this article, we focused on data collection with an unmanned aerial vehicle (UAV), which was used both for creating a digital surface model and for dynamic monitoring of the spread of controlled grassland fires in the visible spectrum. We subsequently tested the impact of various processing settings on the accuracy of the digital elevation model (DEM) and orthophotos, which are commonly used as a basis for analyzing fire spread. For the DEM generated from images taken during the final flight after the fire, deviations did not exceed 0.1 m compared to the reference model from LiDAR. Scale errors in the model with only approximal WGS84 exterior orientation parameters did not exceed a relative accuracy of 1:500, and possible deformations of the DEM up to 0.5 m in height had a minimal impact on determining the rate of fire spread, even with oblique images taken at an angle of 45°. The results of the experiments highlight the advantages of using low-cost SfM photogrammetry and provide an overview of potential issues encountered in measuring and performing photogrammetric processing of fire spread.


  • Open Access

    Metrology of Short-Length Measurers—Development of a Comparator for the Calibration of Measurers Based on Image Processing and Interferometric Measurements

    by Pavol Kajánek, Pavol Kajánek, Alojz Kopáčik, Alojz Kopáčik, Peter Kyrinovič, Peter Kyrinovič, Ján Erdélyi, Ján Erdélyi, Marián Marčiš, Marián Marčiš, et al.

    For the calibration of linear scales, comparators are generally used. Comparators are devices that enable the movement of an evaluation apparatus over a calibrated scale along a linear base with high precision. The construction of a comparator includes a movable carriage that carries the device for the evaluation of the position of the given edge of the line scale relative to the beginning of the scale. In principle, it involves a camera capturing the scale of the measurer, where the position of the camera’s projection center is measured using an interferometer. This article addresses the development of a comparator assembled from low-cost components, as well as the description of systematic influences related to the movement of individual parts of the system, such as the inclination and rotation of the camera and directional and height deviations during the carriage’s movement. This article also includes an evaluation of the edge of the given scale with subpixel accuracy, addressing distortion elimination and excluding the influences of impurities or imperfections on the scale. The proposed solution was applied to linear-scale measurers, such as leveling rods with coded and conventional scales and measuring tapes. The entire process of measurement and evaluation was automated.


  • Open Access

    Deformations of Image Blocks in Photogrammetric Documentation of Cultural Heritage—Case Study: Saint James’s Chapel in Bratislava, Slovakia

    by Marián Marčiš, Marek Fraštia, Ľudovít Kovanič, Peter Blišťan

    Structure from motion photogrammetry is currently one of the most frequently used technologies for the documentation of archaeological sites. Due to the relatively high freedom in choosing the position and orientation of the cameras, qualitatively different results for the reconstructed geometry can be achieved. Therefore, in the presented study, we focused on monitoring the changes in the geometry of point clouds obtained with different configurations of the camera network during the digitization of Saint James’s Chapel in Bratislava city. The changes of the tested photogrammetric variants were analyzed through comparison with scans from terrestrial laser scanning. The results suggest that caution should taken when striving for image recording efficiency, as insufficient connections between image blocks can lead to a decrease in relative accuracy, down to a level worse than 1:1000.


  • Open Access

    Videogrammetric Verification of Accuracy of Wearable Sensors Used in Kiteboarding

    by Marián Marčiš, Marek Fraštia, Andrej Hideghéty, Peter Paulík

    Owing to the combination of windsurfing, snowboarding, wakeboarding, and paragliding, kiteboarding has gained an enormous number of fans worldwide. Enthusiasts compete to achieve the maximum height and length of jumps, speed, or total distance travelled. Several commercially available systems have been developed to measure these parameters. However, practice shows that the accuracy of the implemented sensors is debatable. In this study, we examined the accuracy of jump heights determined by sensors WOO2 and WOO3, and the Surfr app installed on an Apple iPhone SE 2016, compared to a combination of videogrammetric and geodetic measurements. These measurements were performed using four cameras located on the shore of the Danube River at Šamorín, Slovakia. The videogrammetrically-determined accuracy of jump heights was 0.03–0.09 m. This can be considered a reference for comparing the accuracy of off-the-shelf systems. The results show that all of the systems compared tend to overestimate jump heights, including an increase in error with increasing jump height. For jumps over 5 m, the deviations reached more than 20% of the actual jump height.