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Automated archiving of archaeological aerial images
- Source :
- REMOTE SENSING, Remote Sensing; Volume 8; Issue 3; Pages: 209, Remote Sensing, Vol 8, Iss 3, p 209 (2016)
- Publication Year :
- 2016
- Publisher :
- MDPI, 2016.
-
Abstract
- The main purpose of any aerial photo archive is to allow quick access to images based on content and location. Therefore, next to a description of technical parameters and depicted content, georeferencing of every image is of vital importance. This can be done either by identifying the main photographed object (georeferencing of the image content) or by mapping the center point and/or the outline of the image footprint. The paper proposes a new image archiving workflow. The new pipeline is based on the parameters that are logged by a commercial, but cost-effective GNSS/IMU solution and processed with in-house-developed software. Together, these components allow one to automatically geolocate and rectify the (oblique) aerial images (by a simple planar rectification using the exterior orientation parameters) and to retrieve their footprints with reasonable accuracy, which is automatically stored as a vector file. The data of three test flights were used to determine the accuracy of the device, which turned out to be better than 1° for roll and pitch (mean between 0.0 and 0.21 with a standard deviation of 0.17–0.46) and better than 2.5° for yaw angles (mean between 0.0 and −0.14 with a standard deviation of 0.58–0.94). This turned out to be sufficient to enable a fast and almost automatic GIS-based archiving of all of the imagery.
- Subjects :
- Exterior orientation
010504 meteorology & atmospheric sciences
Computer science
INS (Intertial Navigation System)
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Aerial photography
01 natural sciences
Aerial archaeology
Footprint
Inertial measurement unit
0601 history and archaeology
Computer vision
Airborne remote sensing
GNSS/INS
lcsh:Science
Aerial image
0105 earth and related environmental sciences
aerial image
archaeology
direct georeferencing
exterior orientation
geocoding
060102 archaeology
GNSS
Orientation (computer vision)
business.industry
History and Archaeology
GNSS/IMU
06 humanities and the arts
Remote sensing
Direct georeferencing
IMU
Pipeline (software)
Georeference
General Earth and Planetary Sciences
lcsh:Q
Artificial intelligence
business
Subjects
Details
- Language :
- English
- ISSN :
- 20724292
- Database :
- OpenAIRE
- Journal :
- REMOTE SENSING, Remote Sensing; Volume 8; Issue 3; Pages: 209, Remote Sensing, Vol 8, Iss 3, p 209 (2016)
- Accession number :
- edsair.doi.dedup.....5ba846a2bbf25cd15d6a57faf902e13a