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Class-guided building extraction from imagery / D. Scott Lee in Photogrammetric Engineering & Remote Sensing, PERS, vol 69 n° 2 (February /2003)
[article]
Titre : Class-guided building extraction from imagery Type de document : Article/Communication Auteurs : D. Scott Lee, Auteur ; Shan Jie, Auteur ; J. Bethel, Auteur Année de publication : 2003 Article en page(s) : pp 143 - 150 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Photogrammétrie numérique
[Termes IGN] classification non dirigée
[Termes IGN] détection de contours
[Termes IGN] détection du bâti
[Termes IGN] extraction automatique
[Termes IGN] image à résolution métrique
[Termes IGN] image Ikonos
[Termes IGN] image panchromatique
[Termes IGN] milieu urbain
[Termes IGN] reconstruction 2D du bâti
[Termes IGN] transformation de HoughRésumé : (Auteur) Recent high resolution satellite images provide a valuable new data source for geospatial information acquisition. This paper addresses building extraction from Ikonos images in urban areas. The proposed approach uses the classification results of Ikonos multispectral images to provide approximate location and shape for candidate building objects. Their fine extraction is then carried out in the corresponding panchromatic image through segmentation and squaring. The ECHO classifier is used for supervised classification while the ISODATA algorithm is used for unsupervised classification and subsequent image segmentation. The classification performance is evaluated using the classification confusion matrix, while the final building extraction results are assessed based on the manually delineated results. A building squaring approach based on the Hough transformation is developed that detects and forms the rectilinear building boundaries. A number of sample results are presented to illustrate the approach and demonstrate its efficiency. It is shown that about 64.4 percent of the buildings can be detected, extracted, and accurately formed through this process. Remaining difficulties are high percentage false alarm errors caused by the misclassification of road and building classes as well as occlusion and shadows that may mislead the extraction process. Numéro de notice : A2003-011 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.69.2.143 En ligne : https://doi.org/10.14358/PERS.69.2.143 Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22309
in Photogrammetric Engineering & Remote Sensing, PERS > vol 69 n° 2 (February /2003) . - pp 143 - 150[article]Semiautomated building extraction based on CSG model-image fitting / Yi-Hsing Tseng in Photogrammetric Engineering & Remote Sensing, PERS, vol 69 n° 2 (February /2003)
[article]
Titre : Semiautomated building extraction based on CSG model-image fitting Type de document : Article/Communication Auteurs : Yi-Hsing Tseng, Auteur ; Shuo Wang, Auteur Année de publication : 2003 Article en page(s) : pp 171 - 180 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Photogrammétrie numérique
[Termes IGN] détection de contours
[Termes IGN] détection du bâti
[Termes IGN] extraction semi-automatique
[Termes IGN] géomètrie algorithmique
[Termes IGN] image aérienne
[Termes IGN] méthode des moindres carrés
[Termes IGN] point de vérification
[Termes IGN] primitive géométrique
[Termes IGN] solideRésumé : (Auteur) Building extraction based on preestablished models has been recognized as a promising idea for acquiring 3D data for buildings from aerial images. This paper proposes a novel building extraction method developed from the concept of fitting CSG (Constructive Solid Geometry) primitives to aerial images. To be practicable, this method adopts a semiautomatic procedure, carrying out highlevel tasks (building detection, model selection, and attribution) interactively by the operator and performing optimal modelimage fitting automatically with a leastsquares fitting algorithm. Buildings, represented by CSG models, can be reconstructed part by part after fitting each parameterized CSG primitive to the edge pixels of aerial images. Reconstructed building parts can then be combined using CSG Boolean set operators. Consequently, a building is represented by a CSG tree in which each node links two branches of combined parts. This paper demonstrates ten examples of building extraction from aerial photos taken at a scale of 1:5,000 and scanned at a pixel size of 25 1.um. All of the tests were performed in the prototypal system implemented in a CADbased environment cooperated with a number of specially designed programs. The process time for each primitive is about 20 seconds and the successful rate of model-image fitting was about 90 percent. Evaluated with some check points, the fitting accuracy was about 0,3 m horizontally and 1 m vertically. The test results are encouraging and promote the theory of modelbased building extraction. Numéro de notice : A2003-012 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.69.2.171 En ligne : https://doi.org/10.14358/PERS.69.2.171 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22310
in Photogrammetric Engineering & Remote Sensing, PERS > vol 69 n° 2 (February /2003) . - pp 171 - 180[article]
Titre : Automation in architectural photogrammetry : Line photogrammetry for the reconstruction from single and multiple images Type de document : Thèse/HDR Auteurs : Frank van den Heuvel, Auteur ; M. George Vosselman, Auteur Editeur : Delft : Netherlands Geodetic Commission NGC Année de publication : 2003 Collection : Netherlands Geodetic Commission Publications on Geodesy, ISSN 0165-1706 num. 54 Importance : 190 p. Format : 17 x 24 cm ISBN/ISSN/EAN : 978-90-6132-281-8 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Photogrammétrie terrestre
[Termes IGN] automatisation
[Termes IGN] caméra numérique
[Termes IGN] détection de contours
[Termes IGN] méthode des moindres carrés
[Termes IGN] métrologie
[Termes IGN] patrimoine culturel
[Termes IGN] photogrammétrie architecturale
[Termes IGN] photogrammétrie métrologique
[Termes IGN] photogrammétrie terrestre
[Termes IGN] reconstruction 3D du bâti
[Termes IGN] traitement d'image
[Termes IGN] vision par ordinateurIndex. décimale : 33.70 Photogrammétrie terrestre Résumé : (Auteur) Architectural photogrammetry has been practised for more than a century with the documentation of cultural heritage as its main objective. Since the introduction of the computer, and later the digital camera, research in photogrammetry aims at automation. This thesis reports on research on automation in architectural photogrammetry for efficient reconstruction of detailed building models from one or more possibly widely separated digital closerange images. This research is on the fringes of photogrammetry and computer vision. It treats topics frequently studied in computer vision in a photogrammetric way and offers new solutions. This approach is characterised by:
- Robust and direct solutions for approximate value computation Statistical testing of consistency of redundant information
- Integral leastsquares adjustment of all information for optimal parameter estimation Quality control by statistical testing and error propagation
- Semiautomatic processing, aiming at a reliable solution with a minimum of user interaction
- Precalibration of the camera's used
- Exploitation of generic knowledge of the object shape Use of image lines as the basic type of observations.
The research is presented in the form of a collection of papers published between 1997 and 2002. Furthermore, the methods described in the papers have also been applied to a reference set of images. The results of these experiments are presented in a separate chapter.
The demand for models of the built environment has increased due to the development of computer applications such as virtual and augmented reality, and computer games. In these applications the required accuracy of the models is not as high as in traditional applications of architectural photogrammetry, such as documentation of cultural heritage. Emphasis in research has shifted towards efficient production of computer models that show a high level of realism. [...]
The processing of images of the CIPA reference data set has demonstrated the capabilities and limitations of the developed methods for camera calibration, image orientation, and object reconstruction. Calibration of the camera was performed semiautomatically with five images of the reference data set. The results were compared with the camera information available from the reference data set. The maximum parameter difference was three times its standard deviation.
The two different methods for image orientation have been applied on four images taken at the corners of the building. The first one is based on the reconstruction of rectangles from a single image. Resulting orientations differ less than 4 degrees from the adjusted values derived in a bundle adjustment. With the second more automated method a correct approximate solution was obtained for all image pairs using two or three manually measured corresponding points. Full automation of relative orientation was not possible for all image pairs due to the repeating structures in the fagades and for imagery where image scale differences were large.
An object model was reconstructed based on a linephotogrammetric bundle adjustment of manual fine measurements in the same four images. Geometric object constraints made the reconstruction of occluded object points possible, improved regularity of the building model and strengthened the geometry of the network.
The research presented in this thesis contributes to the fields of photogrammetry and computer vision. However, emphasis is on photogrammetry where manual or semiautomatic measurement methods prevail and leastsquares adjustment is the tool commonly applied for parameter estimation. The developed linephotogrammetric bundle adjustment model that allows the incorporation of object shape knowledge is the main contribution to this field. Computer vision is generally more focussed on automation, single image processing, and the use of uncalibrated cameras. Therefore, the methods developed for vanishing point detection, used for image orientation and camera calibration, and the methods developed for reconstruction from a single image are primarily in the field of computer vision. In conclusion, this thesis contributes to bringing photogrammetry and computer vision closer together, which will be beneficial to both fields.Numéro de notice : 15053 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Thèse étrangère DOI : sans En ligne : https://www.ncgeo.nl/downloads/54VandenHeuvel.pdf Format de la ressource électronique : URL Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=55055 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 15053-01 33.70 Livre Centre de documentation Photogrammétrie - Lasergrammétrie Disponible Automatische Extraktion von Straßen aus digitalen Luftbildern / Andreas Baumgartner (2003)
Titre : Automatische Extraktion von Straßen aus digitalen Luftbildern Titre original : [Extraction automatique des routes à partir d'images aériennes numériques] Type de document : Thèse/HDR Auteurs : Andreas Baumgartner, Auteur Editeur : Munich : Bayerische Akademie der Wissenschaften Année de publication : 2003 Collection : DGK - C Sous-collection : Dissertationen num. 564 Importance : 78 p. Format : 21 x 30 cm ISBN/ISSN/EAN : 978-3-7696-5003-7 Langues : Allemand (ger) Descripteur : [Vedettes matières IGN] Photogrammétrie numérique
[Termes IGN] détection de contours
[Termes IGN] extraction du réseau routier
[Termes IGN] image numérisée
[Termes IGN] photographie aérienne
[Termes IGN] réseau routier
[Termes IGN] segmentation d'image
[Termes IGN] texture d'imageIndex. décimale : 33.30 Photogrammétrie numérique Résumé : (Auteur) This thesis proposes a new approach for the automatic extraction of roads from digital aerial imagery. It focuses on fully automatic extraction and uses an explicit object model. Compared to other approaches, the most prominent features of this thesis are the exploitation of the scale-space behavior of roads and the use of contextual information by means of global context regions and local relations between roads and other objects. The approach aims at road extraction in open rural areas. Panchromatic aerial images with a pixel size of approximately 0.2 to 0.5 meter on the ground serve as input data for the automatic extraction.The proposed approach makes use of several versions of the aerial image with different resolution. Roads are modelled as a network of intersections and links between these intersections. For different so-called global contexts, i.e., rural, forest, and urban area, the model defines relations between background objects and road objects. These relations, e.g., that a tree casts a shadow on a road-segment, determine so-called local contexts. These local contexts are modelled differently depending on the global context regions. An automatic segmentation of the aerial image into different global contexts by means of texture classification is used to focus the extraction on the most promising regions. Additionally, it allows to predict in which parts of the image the results will be most reliable. For the actual extraction of the roads edges are extracted in the original high resolution image (pixel size 0.2-0.5 m) and lines in an image of reduced resolution (pixel size 2-4 m). Using both resolution levels and explicit knowledge about roads hypotheses for road-segments are generated. They are grouped iteratively into longer segments. In addition to pure grouping criteria also knowledge about the local context and so-called "Ribbon-Snakes" are used to bridge gaps. For the construction of the road network, intersections are extracted. The examples presented and the results of an evaluation based on manually plotted reference data show the efficiency of the approach. Numéro de notice : 13163 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Thèse étrangère Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=54900 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 13163-01 33.30 Livre Centre de documentation Photogrammétrie - Lasergrammétrie Disponible
Titre : Automatische Georeferenzierung von Fernerkundungsdaten Titre original : [Géoréférencement automatique de données de télédétection] Type de document : Thèse/HDR Auteurs : Heiner Hild, Auteur Editeur : Munich : Bayerische Akademie der Wissenschaften Année de publication : 2003 Collection : DGK - C Sous-collection : Dissertationen num. 562 Importance : 132 p. Format : 21 x 30 cm ISBN/ISSN/EAN : 978-3-7696-5001-3 Langues : Allemand (ger) Descripteur : [Vedettes matières IGN] Photogrammétrie numérique
[Termes IGN] arbre (mathématique)
[Termes IGN] base de données ATKIS
[Termes IGN] classe d'objets
[Termes IGN] détection de contours
[Termes IGN] données maillées
[Termes IGN] données vectorielles
[Termes IGN] extraction automatique
[Termes IGN] géoréférencement
[Termes IGN] méthode robuste
[Termes IGN] objet géographique zonal
[Termes IGN] points homologues
[Termes IGN] polygoneIndex. décimale : 33.30 Photogrammétrie numérique Résumé : (Auteur) In photogrammetry and remote sensing, the processing of image based information within a GIS is based on georeferenced data. The methods of direct georeferencing naturally have a high level of automation where indirect methods still need manual interaction. Within this thesis, a completely implemented system for automatic indirect georeferencing is presented. The developed procedure is based on features of polygons being extracted in the data sets to be matched. Where image data are in raster form by nature, reference data for the outlined system can be in raster or in vector form. There do not exist any limitations in form of approximate values. The extraction of polygonal objects from image data is carried out by multiple segmentation. In order to evaluate the results of the chosen region-growing algorithm, several examinations are carried out. Merging of neighboured polygons with the same object class does the extraction of suitable polygons from GIS reference data. Within the framework of this thesis, German ATKIS data are used exclusively. Based on the theory of affine invariants of algebraic forms, features are developed which can be computed from geometric moments of raster and vector polygons. Alternatively, polygon features are derived from cross-weighted moment's invariants that can be obtained from geometric moments of raster and vector polygons in a similar way. Studies on the robustness of the features and their ability to discriminate similar objects are carried out by the use of synthetic and real data. A backtracking-depht-first tree search algorithm with unary and binary constraints obtains the matching of image and reference data. In order to formulate the constraints, an affine transformation is computed from the geometric moments for each pair. The procedure is based on the theory of standard positions. A closing verification step leads to a global affine transformation between image and reference system. The approximate transformation is individually refined with the IterativeClosestPoint algorithm. Based on the optimised affine transformation for each polygon pair, tie points are generated automatically on the borderline of the polygons. Based on a theoretical consideration, extensive studies on the achievable tie point accuracy were carried out with three synthetic and real data sets. The performance and robustness of the developed system under various input data is demonstrated by controlled application of disturbances. Numéro de notice : 15029 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Thèse étrangère DOI : sans En ligne : https://www.ifp.uni-stuttgart.de/dokumente/Dissertationen/hild_c-562.pdf Format de la ressource électronique : URL Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=55047 Réservation
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Code-barres Cote Support Localisation Section Disponibilité 15029-02 33.30 Livre Centre de documentation Photogrammétrie - Lasergrammétrie Disponible 15029-01 33.30 Livre Centre de documentation Photogrammétrie - Lasergrammétrie Disponible Bauaufnahme als Modellierungsaufgabe / U. Weferling (2003)PermalinkExtracting 3D free-form surface boundaries of man-made objects from multiple calibrated images : a robust, accurate and high resolving power edgel matching and chaining approach / Franck Jung (2003)PermalinkTélédétection THRS / Jean-Charles Pruvost (2003)PermalinkLe traitement des images / Henri Maître (2003)PermalinkUrban object reconstruction using airborne laser elevation image and aerial image / K. Fujii in IEEE Transactions on geoscience and remote sensing, vol 40 n° 10 (October 2002)PermalinkSemi-automated extraction of rivers from digital imagery / C.R. Dillabaugh in Geoinformatica, vol 6 n° 3 (September - November 2002)PermalinkApplication of snakes and dynamic programming optimisation technique in modeling of buildings in informal settlement areas / H. Ruther in ISPRS Journal of photogrammetry and remote sensing, vol 56 n° 4 (July - August 2002)PermalinkProcessing of Ikonos imagery for submetre 3D positioning and building extraction / Clive Simpson Fraser in ISPRS Journal of photogrammetry and remote sensing, vol 56 n° 3 (April - June 2002)PermalinkCloud tracking by scale space classification / D.P. Mukherjee in IEEE Transactions on geoscience and remote sensing, vol 40 n° 2 (February 2002)PermalinkAnalyse de données acquises par laser aéroporté pour la reconstruction 3D de scènes urbaines / R. Elkharroubi (2002)PermalinkAnalyse d'images aériennes haute résolution pour la reconstruction de scènes urbaines / Matthieu Cord in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 166 (Janvier 2002)PermalinkDéveloppement d'une approche figurale pour la radargrammétrie haute résolution en zone urbaine / Florence Tupin in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 166 (Janvier 2002)PermalinkExtraction 3D de structures industrielles par radargrammétrie haute-résolution / Elisabeth Simonetto in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 166 (Janvier 2002)PermalinkExtraction de structures 3D par interférométrie haute-résolution RAMSES / Olivier Poirel in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 166 (Janvier 2002)PermalinkReconstruction 3D de sites urbains par stéréoscopie optique haute résolution / Hélène Oriot in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 166 (Janvier 2002)PermalinkReconstruction de primitives 3D d'ouvrages architecturaux à partir d'images de distance et d'images optiques / Matthieu Deveau (2002)PermalinkTrois approches pour la construction automatique de modèles 3D de bâtiments en imagerie aérienne haute résolution / Frank Fuchs (2002)PermalinkUse of contour-based DEM for deriving and mapping topographic attributes / H. Mizukoshi in Photogrammetric Engineering & Remote Sensing, PERS, vol 68 n° 1 (January 2002)PermalinkUtilisation métrologique des gamma-images / A. Oulali (2002)PermalinkImage processing of airborne scanning laser altimetry data for improved river flood modelling / D.M. Cobby in ISPRS Journal of photogrammetry and remote sensing, vol 56 n° 2 (December 2001 - March 2002)Permalink