Saturday, 23 April 2016

5.3: UAS Use

UAV-Based Photogrammetry on Vertical Structures (Tower)

            Photogrammetry is the science of making measurements from photographs for recovering of the exact positions of surface points or motion pathways of reference points on a moving object. It employs high-speed imaging and remote sensing to detect, measure and record complex 2D and 3D fields. According to Gruen, A. (2012), image matching is a key component of photogrammetry. Together with computer vision and image analysis, contribute to the applications of navigation, guidance, automatic surveillance, robot vision, medical image analysis and to the modelling and mapping sciences.
            In May, 2012, there was a earthquake in Emilia and Lombardy (Italy). A great number of historical buildings were seriously damaged by the shocks. In particular, most of the churches located in the southern area of Mantua’s province required restoration. The church of Santa Barbara is located in the old town center of Mantua and is one of the most important buildings in the city (Achille, C., 2015).  See highlighted building in Figure 1, 2 & 3.

                                          Figure 1. Santa Barbara Tower Bell
                                                      Figure 2. Before Quake
                                                       Figure 3. After Quake

                                                     
To restore the bell tower back to original without up-to-date drawing, photographs of 3600 view of the tower were necessary. If the photographs were to be taken from ground, the angles would not be accurate for imagery analysis. Some suggested to use the large crane to reach the 49 meters tower, but crane access through the small alleys is deemed a great challenge and very costly.
            The team of researchers, Achille, C. et al., (2015), opted for the choice to use a multi-copter (UAV) due to two accounts. The first consideration was the type of building: a vertical and very tall structure. UAV allows a vertical flight pattern so it permits the acquisition of vertical strips of images. Another consideration was based on the position of the building, which is in the old town centre of the city, surrounded by other buildings. For this reason it was necessary to use an easy to handle vehicle.
            The flight device had eight propellers fixed on the same number of arms, two gyroscopes for the flight control and the telemetry instruments (GPS and the barometric altimeter). The octo-copter had a flight autonomy of about five to fifteen minutes, depending on the weight loaded on board; it was equipped with LiPo batteries (16 V 4.0 Ah). The octo-copter was equipped with a reflex camera (Canon EOS 650D, APS, 18 Mega-pixel), the camera mount could tilt 90° vertically, from horizontal to zenith positions.
            The Remote Control (RC) system controls both the fly operations including camera rotation and camera trigger. The flying team included the pilot and by a photogrammetric expert able to visualize the camera view on a remotely connected monitor. This was the way to acquire images with the correct point of view and overlap.
            The most relevant step was the flight plan. It is important to define the distance from the surface, the overlap between images and, as a consequence, the trajectory. To optimize the acquisition time and reduce the number of photos, the project was optimized taking into account the camera parameters, dimension and characteristics of the building and the surroundings. The employed camera was a Canon EOS 650D with a CMOS sensor size of 5184 × 3456 pixels (22.3 × 14.9 mm) and 18 mm focal length lens. Each image was acquired with an aperture f/9 and 400 ISO. A maximum pixel size (GSD) on the object of about 3 mm was calculated, which involves an average distance of about 8 meters from the surface. An overlap of about 80% between neighbouring images was expected.
            The plan (Figure 4) was to acquire three vertical image-strips for each front, completed by two additional strips on the corners, which would permit the connection between adjacent fronts. For the acquisition of the round temple it was planned to realize three 360° flights around it, with a minimum of eight shots, completed with the same number of oblique shots from highest positions and a series of nadir photos.
            Finally, even light conditions were desired in order to have uniform colour and illumination in each image. At the same time, to avoid shadows. In this way, the photogrammetry texture and the orthophoto are uniform and similar in every part of the structure. For this reason, an overcast day was chosen to survey Santa Barbara allowing optimal light conditions.
Figure 4. Design of UAV image acquisition. In red the images for the front of the bell tower, in yellow for the round temple.



Reference:
Achille, C., Adami, A., Chiarini, S., Cremonesi, S., Fassi, F., Fregonese, L., & Taffurelli, L. (2015). UAV-based Photogrammetry and Integrated Technologies for Architectural Applications--       Methodological Strategies for the After-Quake Survey of Vertical Structures in Mantua (Italy). Sensors,  15(7), 15520-15539. doi: 10.3390/ S150715520


Gruen, A. (2012). Development and Status of Image Matching in Photogrammetry. The               Photogrammetric Record, 27(137), 36-57. doi:10.1111/j.1477-9730.2011.00671.x

2 comments:

  1. Jin,

    Great article and recap. This use highlights the quickly growing application of sUAV. This is exactly the type of environment that highlights the utility of these small machines. I was not familiar with the term of photogrammetric which is typically a map, drawing, measurement, or a 3D model of some real-world object or scene ("Photogrammetry", n.d.). This is quite applicable to my blog indicating the use of this type of technology in the field of landscape design. The use of this technology allows for reduction in time that is necessary to photograph and measure an area, especially with large projects.

    References:

    Photogrammetry. (n.d.). Retrieved from http://www.photogrammetry.com/

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  2. Jin,
    Great post on the use of UAS for Photogrammetry. It is so amazing how the uses of UAS have increased from been a military aircraft to an aircraft capable of performing any task the Manned Aircraft can accomplish. The benefit of using UAS is just enormous and it is way cheaper to operate that your Manned Aircraft System. It is only a matter of time before the use of MAS is limited to just the transportation of passengers from one location to another.

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