Photogrammetry
This articlehas an unclearcitation style.(June 2019) |
Photogrammetryis the science and technology of obtaining reliable information about physical objects and the environment through the process of recording, measuring and interpreting photographic images and patterns of electromagnetic radiant imagery and other phenomena.[1]
While the invention of the method is attributed toAimé Laussedat,[2]the term "photogrammetry" was coined by the Prussian architect Albrecht Meydenbauer,[3]which appeared in his 1867 article "Die Photometrographie."[4]
There are many variants of photogrammetry. One example is the extraction of three-dimensional measurements from two-dimensional data (i.e. images); for example, the distance between two points that lie on a plane parallel to the photographicimage planecan be determined by measuring their distance on the image, if thescaleof the image is known. Another is the extraction of accuratecolorranges and values representing such quantities asalbedo,specular reflection,metallicity,orambient occlusionfrom photographs of materials for the purposes ofphysically based rendering.
Close-range photogrammetry refers to the collection of photography from a lesser distance than traditional aerial (or orbital) photogrammetry. Photogrammetric analysis may be applied to one photograph, or may usehigh-speed photographyandremote sensingto detect, measure and record complex 2D and 3Dmotion fieldsby feeding measurements andimagery analysisintocomputational modelsin an attempt to successively estimate, with increasing accuracy, the actual, 3D relative motions.
From its beginning with thestereoplottersused to plotcontour linesontopographic maps,it now has a very wide range of uses such assonar,radar,andlidar.
Methods
[edit]Photogrammetry uses methods from many disciplines, includingopticsandprojective geometry.Digital image capturing and photogrammetric processing includes several well defined stages, which allow the generation of 2D or 3D digital models of the object as an end product.[6]The data model on the right shows what type of information can go into and come out of photogrammetric methods.
The3D coordinatesdefine the locations of object points in the3D space.Theimage coordinatesdefine the locations of the object points' images on the film or an electronic imaging device. Theexterior orientation[7]of a camera defines its location in space and its view direction. Theinner orientationdefines the geometric parameters of the imaging process. This is primarily the focal length of the lens, but can also include the description of lens distortions. Furtheradditional observationsplay an important role: Withscale bars,basically a known distance of two points in space, or knownfix points,the connection to the basic measuring units is created.
Each of the four main variables can be aninputor anoutputof a photogrammetric method.
Algorithms for photogrammetry typically attempt to minimize the sum of thesquares of errorsover the coordinates and relative displacements of the reference points. This minimization is known asbundle adjustmentand is often performed using theLevenberg–Marquardt algorithm.
Stereophotogrammetry
[edit]A special case, calledstereophotogrammetry,involves estimating the three-dimensionalcoordinatesof points on an object employing measurements made in two or more photographic images taken from different positions (seestereoscopy). Common points are identified on each image. A line of sight (or ray) can be constructed from the camera location to the point on the object. It is the intersection of these rays (triangulation) that determines the three-dimensional location of the point. More sophisticatedalgorithmscan exploit other information about the scene that is knowna priori,for examplesymmetries,in some cases allowing reconstructions of 3D coordinates from only one camera position. Stereophotogrammetry is emerging as a robust non-contacting measurement technique to determine dynamic characteristics and mode shapes of non-rotating[8][9]and rotating structures.[10][11]The collection of images for the purpose of creating photogrammetric models can be called more properly, polyoscopy, after Pierre Seguin[12]
Integration
[edit]Photogrammetric data can be complemented with range data from other techniques. Photogrammetry is more accurate in the x and y direction while range data are generally more accurate in the z direction[citation needed].This range data can be supplied by techniques likeLiDAR,laser scanners (using time of flight, triangulation or interferometry), white-light digitizers and any other technique that scans an area and returns x, y, z coordinates for multiple discrete points (commonly called "point clouds"). Photos can clearly define the edges of buildings when the point cloud footprint can not. It is beneficial to incorporate the advantages of both systems and integrate them to create a better product.
A 3D visualization can be created by georeferencing the aerial photos[13][14]and LiDAR data in the same reference frame,orthorectifyingthe aerial photos, and then draping the orthorectified images on top of the LiDAR grid. It is also possible to create digital terrain models and thus 3D visualisations using pairs (or multiples) of aerial photographs or satellite (e.g.SPOT satelliteimagery). Techniques such as adaptive least squares stereo matching are then used to produce a dense array of correspondences which are transformed through a camera model to produce a dense array of x, y, z data which can be used to producedigital terrain modelandorthoimageproducts. Systems which use these techniques, e.g. the ITG system, were developed in the 1980s and 1990s but have since been supplanted by LiDAR and radar-based approaches, although these techniques may still be useful in deriving elevation models from old aerial photographs or satellite images.
Applications
[edit]Photogrammetry is used in fields such astopographic mapping,architecture,filmmaking,engineering,manufacturing,quality control,policeinvestigation,cultural heritage,andgeology.Archaeologistsuse it to quickly produce plans of large or complex sites, andmeteorologistsuse it to determine the wind speed oftornadoeswhen objective weather data cannot be obtained.
It is also used to combinelive actionwithcomputer-generated imageryin moviespost-production;The Matrixis a good example of the use of photogrammetry in film (details are given in the DVD extras). Photogrammetry was used extensively to create photorealistic environmental assets for video games includingThe Vanishing of Ethan Carteras well asEA DICE'sStar Wars Battlefront.[15]The main character of the gameHellblade: Senua's Sacrificewas derived from photogrammetric motion-capture models taken of actress Melina Juergens.[16]
Photogrammetry is also commonly employed in collision engineering, especially with automobiles. When litigation for a collision occurs and engineers need to determine the exact deformation present in the vehicle, it is common for several years to have passed and the only evidence that remains is crash scene photographs taken by the police. Photogrammetry is used to determine how much the car in question was deformed, which relates to the amount of energy required to produce that deformation. The energy can then be used to determine important information about the crash (such as the velocity at time of impact).
Mapping
[edit]This articlecontainstoo many quotations.(June 2019) |
Photomapping is the process of making a map with "cartographic enhancements"[17]that have been drawn from aphotomosaic[18]that is "a composite photographic image of the ground," or more precisely, as a controlled photomosaic where "individual photographs are rectified for tilt and brought to a common scale (at least at certain control points)."
Rectification of imagery is generally achieved by "fitting the projected images of each photograph to a set of four control points whose positions have been derived from an existing map or from ground measurements. When these rectified, scaled photographs are positioned on a grid of control points, a good correspondence can be achieved between them through skillful trimming and fitting and the use of the areas around the principal point where the relief displacements (which cannot be removed) are at a minimum."[17]
"It is quite reasonable to conclude that some form of photomap will become the standard general map of the future."[19]They go on to suggest[who?]that, "photomapping would appear to be the only way to take reasonable advantage" of future data sources like high altitude aircraft and satellite imagery.
Archaeology
[edit]Demonstrating the link betweenorthophotomappingandarchaeology,[20]historicairphotosphotos were used to aid in developing a reconstruction of the Ventura mission that guided excavations of the structure's walls.
Overhead photography has been widely applied for mapping surface remains and excavation exposures at archaeological sites. Suggested platforms for capturing these photographs has included: War Balloons from World War I;[21]rubber meteorological balloons;[22]kites;[22][23]wooden platforms, metal frameworks, constructed over an excavation exposure;[22]ladders both alone and held together with poles or planks; three legged ladders; single and multi-section poles;[24][25]bipods;[26][27][28][29]tripods;[30]tetrapods,[31][32]and aerial bucket trucks ( "cherry pickers" ).[33]
Handheld, near-nadir, overhead digital photographs have been used with geographic information systems (GIS) to record excavation exposures.[34][35][36][37][38]
Photogrammetry is increasingly being used inmaritime archaeologybecause of the relative ease of mapping sites compared to traditional methods, allowing the creation of 3D maps which can be rendered invirtual reality.[39]
3D modeling
[edit]A somewhat similar application is the scanning of objects to automatically make 3D models of them. Since photogrammetry relies on images, there are physical limitations when those images are of an object that has dark, shiny or clear surfaces. In those cases, the produced model often still contains gaps, so additional cleanup with software likeMeshLab,netfabb or MeshMixer is often still necessary.[40]Alternatively, spray painting such objects with matte finish can remove any transparent or shiny qualities.
Google Earthuses photogrammetry to create 3D imagery.[41]
There is also a project calledRekreithat uses photogrammetry to make 3D models of lost/stolen/broken artifacts that are then posted online.
Rock mechanics
[edit]High-resolution 3D point clouds derived from UAV or ground-based photogrammetry can be used to automatically or semi-automatically extract rock mass properties such as discontinuity orientations, persistence, and spacing.[42][43]
Software
[edit]There exist manysoftware packagesfor photogrammetry; seecomparison of photogrammetry software.
Appleintroduced a photogrammetryAPIcalled Object Capture formacOS Montereyat the 2021Apple Worldwide Developers Conference.[44]In order to use the API, aMacBookrunning macOS Monterey and a set of captured digital images are required.[45]
See also
[edit]- Aimé Laussedat– French cartographer and photographer, "father of photogrammetry"
- 3D data acquisition and object reconstruction– Scanning of an object or environment to collect data on its shape
- 3D reconstruction from multiple images– Creation of a 3D model from a set of images
- Aerial survey– Method of collecting geophysical data from high altitude aircraft
- American Society for Photogrammetry and Remote Sensing
- Collinearity equation– Two equations relating 2D sensor plane coordinates to 3D object coordinates
- Computer vision– Computerized information extraction from images
- Digital image correlation and tracking
- Edouard Deville– French surveyor (1849-1924)
- Epipolar geometry– Geometry of stereo vision
- Geoinformatics– Application of information science methods in geography and geosciences
- Geomatics engineering– Geographic data discipline
- Geographic information system– System to capture, manage, and present geographic data
- International Society for Photogrammetry and Remote Sensing– international non-governmental organization
- Mobile mapping– process of collecting geospatial data from a mobile vehicle
- National Collection of Aerial Photography– Archive in Edinburgh, Scotland
- Neural radiance field
- Periscope– Instrument for observation from a concealed position
- Photoclinometry
- Photo interpretation
- Rangefinder– Device used to measure distances to remote objects
- Remote Sensing and Photogrammetry Society– British learned society
- Stereoplotter
- Simultaneous localization and mapping– Computational navigational technique used by robots and autonomous vehicles
- Structure from motion– Method of 3D reconstruction from moving objects
- Surveying– Science of determining the positions of points and the distances and angles between them
- Unmanned aerial photogrammetric survey– using UAVs to take aerial photos
- Videogrammetry– Measurement technology
References
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- ^Lundstrom, Troy; Baqersad, Javad; Niezrecki, Christopher (1 January 2013). "Using High-Speed Stereophotogrammetry to Collect Operating Data on a Robinson R44 Helicopter".Special Topics in Structural Dynamics, Volume 6.Conference Proceedings of the Society for Experimental Mechanics Series. Springer, New York, NY. pp.401–410.doi:10.1007/978-1-4614-6546-1_44.ISBN978-1-4614-6545-4.
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- ^MAKE:3D printing by Anna Kaziunas France
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- ^Tomás, R.; Riquelme, A.; Cano, M.; Pastor, J. L.; Pagán, J. I.; Asensio, J. L.; Ruffo, M. (2020-06-23)."Evaluación de la estabilidad de taludes rocosos a partir de nubes de puntos 3D obtenidas con un vehículo aéreo no tripulado".Revista de Teledetección(55): 1.doi:10.4995/raet.2020.13168.hdl:10045/107612.ISSN1988-8740.
- ^Riquelme, Adrián; Tomás, Roberto; Cano, Miguel; Pastor, José Luis; Abellán, Antonio (2018-10-01)."Automatic Mapping of Discontinuity Persistence on Rock Masses Using 3D Point Clouds".Rock Mechanics and Rock Engineering.51(10): 3005–3028.doi:10.1007/s00603-018-1519-9.ISSN1434-453X.
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