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Titre : Image-based modeling for object and human reconstruction Type de document : Thèse/HDR Auteurs : Fabio Remondino, Auteur Editeur : Zurich : Institut für Geodäsie und Photogrammetrie IGP - ETH Année de publication : 2006 Collection : IGP Mitteilungen, ISSN 0252-9335 num. 091 Importance : 159 p. Format : 21 x 30 cm ISBN/ISSN/EAN : 978-3-906467-61-0 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Photogrammétrie numérique
[Termes IGN] acquisition d'images
[Termes IGN] compensation par faisceaux
[Termes IGN] étalonnage de capteur (imagerie)
[Termes IGN] extraction automatique
[Termes IGN] géométrie projective
[Termes IGN] modélisation 3D
[Termes IGN] objet mobile
[Termes IGN] orientation du capteur
[Termes IGN] orientation externe
[Termes IGN] orientation interne
[Termes IGN] orientation relative
[Termes IGN] photogrammétrie terrestre
[Termes IGN] points homologues
[Termes IGN] reconstruction 3D
[Termes IGN] reconstruction d'objet
[Termes IGN] semis de points
[Termes IGN] traitement d'image
[Termes IGN] vision par ordinateurIndex. décimale : 33.30 Photogrammétrie numérique Résumé : (Auteur) The topic of this research is the investigation of the image-based approach for the 3D modeling of close-range scenes, static objects and moving human characters. Three-dimensional (3D) modeling from images is a great topic of investigation in the research community, even if range sensors are becoming more and more a common source and a good alternative for the generation of 3D information. The interest in 3D modeling is motivated by a wide spectrum of applications, such as video games, animation, navigation of autonomous vehicles, object recognition, surveillance and visualization. In particular, the production of 3D models from existing images or old movies would allow the generation of new scenes involving objects or human characters who may be unavailable for other modeling techniques.
Techniques for 3D modeling have been rapidly advancing over the past few years although most of them focus on single objects or specific applications such as architecture or city mapping. Nowadays the accurate and fully automated reconstruction of 3D models from image data is still a challenging problem. Most of the current approaches developed to recover accurate 3D models are based on semi-automatic procedures, therefore the introduction of new reliable and automated algorithms is one of the key goals in the photogrammetric and vision communities. In fact fully automated image-based approaches generally do not work under certain image network configuration or are not reliable enough for some applications, like cultural heritage documentation. Automated image-based methods require good features in multiple images and very short baselines between consecutive frames to extract dense depth maps and complete 3D models. But these requirements are not satisfied in some practical situations, due to occlusions, illumination changes and lack of texture. Automated processes often end up with areas containing too many features that are not all needed for the object modeling and areas with very few features to pro-duce a complete and detailed model. Automated reconstruction methods generally do not report good accuracy, limiting their use for applications that require only nice-looking 3D models. Furthermore, post processing operations are often required, which means that the user interaction is still needed. Therefore fully automated procedures are generally limited in finding point correspondences and camera poses while for the surface measurement phase the user interaction is generally preferred, in particular for architectures.
The image-based modeling of an object should be meant as the complete process that starts from the acquisition system and ends with a virtual model in three dimensions visible interactively on a computer. The photogrammetric modeling pipeline consists of few well known steps: calibration and orientation, surface measurement and point cloud generation, structuring and modeling of the object geometry, visualization and analysis. Different efforts have been done to increase the level of automation within these steps and broaden the use of the image-based modeling technology. So far, however, the efforts to completely automate the processing, from the image acquisition to the output of a 3D model, are not always successful or not applicable in many 3D modeling projects.
In this dissertation different techniques developed to analyze existing sequence of images and partially automate the process of constructing digital 3D models of static objects or moving human characters are reported. In particular the work investigates if automated and markerless sensor orientation is feasible and under which conditions, if it is possible to recover complete and detailed 3D models of complex objects using automated measurement procedures, which kind of (3D) information can be retrieved from existing image data as well as the capabilities or limits of photogrammetric algorithms in dealing with uncalibrated images and zooming effects. For the investigations, sets of available or self-acquired images, as well as frames digitized from existing monocular videos are used.
The possibility to automatically orient an image sequence heavily depends on the type of images, acquisition and scene. Compared to other research approaches, the developed method for the automated tie point extraction and image orientation relies on accurate feature location achieved using least squares matching measurement algorithm and a statistical analysis of the matched and adjustment results. The reported examples demonstrate its capabilities also for the orientation of images acquired under a wide baseline. A photogrammetric bundle adjustment is always employed to recover the camera parameters and the 3D object coordinates. On the other hand, the analysis of moving human characters using a monocular video is based on a deterministic approach together with constraints and assumptions on the imaged scene as well as on the human's shape and movement. The developed photogrammetric pipeline can accommodate different input data and different types of human motions. The resulted 3D characters and scene information can be used for visualization or animation purposes or in biometric applications with medium accuracy requirements.
For the automated tie point extraction phase, programs for the feature extraction and the relative orientation between image pairs and triplets were implemented, together with a graphical tool to display the recovered correspondences and epipolar geometry. Concerning the human reconstruction from monocular videos, programs were developed to recover 3D models from single images and combine them under the same reference system in case of image sequence analysis.Note de contenu : 1. INTRODUCTION
1.1. 3D Modeling
1.2. Motivations, objectives and contributions
1.3. Overview and organization
2. PROJECTIVE GEOMETRY
2.1. Geometry layers
2.2. Homogeneous coordinates: points, lines, planes and conies
2.3. Projective transformation
2.4. Projective invariants
2.5. Projective camera model
2.6. The reconstruction problem
3. 3D MODELING FROM IMAGES
3.1. 3D modeling overview
3.2. Terrestrial image-based 3D modeling
3.3. 3D modeling from a single image
3.4. Examples
3.5. Final considerations
4. CALIBRATION AND ORIENTATION OF IMAGE SEQUENCES
4.1. Orientation approaches
4.2. Automated tie point extraction
4.3. Bundle adjustment
4.4. Approximative values for the adjustment's unknowns
4.5. Linear features bundle adjustment
4.6. Calibration and orientation of stationary but freely rotating cameras
4.7. Calibration of stationary and fixed camera
5. HUMAN BODY MODELING AND MOVEMENT RECONSTRUCTION
5.1. 3D Modeling of human characters
5.2. Image-based reconstruction of static human body shape
5.3. Forensic metrology
5.4. Markerless motion capture from monocular videos
6. EXPERIMENTS
6.1. Automated markerless tie point extraction
6.2. 3D modeling of an architectural object
6.3. Human body shape modeling from images
6.4. Photogrammetric analysis of monocular videos
6.5. Cultural Heritage object modeling
7. CONCLUSIONS
7.1. Summary of the achievements
7.2. Automated markerless image orientation
7.3. 3D models from images
7.4. Human character reconstruction
7.5. Future work
Appendix A. Detectors and descriptors
A.1. Operators for photogrammetric applications
A.2. Point and region detectors
A.3. Descriptors
A.4. Experimental setup and results
A.5. Location accuracy improvement for detectors and descriptors
A.6. Conclusions
Appendix B. Alternative form of the coplanarity condition
B.1. Relative orientation between two images
B.2. Estimating the Fundamental matrix
B.2.1. Least squares and iterative techniques
B.2.2. Robust estimatorsNuméro de notice : 15201 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Thèse étrangère DOI : 10.3929/ethz-a-005211924 En ligne : http://dx.doi.org/10.3929/ethz-a-005211924 Format de la ressource électronique : URL Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=55093 Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 15201-01 33.30 Livre Centre de documentation Photogrammétrie - Lasergrammétrie Disponible On the optimization and selection of wavelet texture for feature extraction from high-resolution satellite imagery with application towards urban-tree delineation / Y.O. Ouma in International Journal of Remote Sensing IJRS, vol 27 n°1-2 (January 2006)
[article]
Titre : On the optimization and selection of wavelet texture for feature extraction from high-resolution satellite imagery with application towards urban-tree delineation Type de document : Article/Communication Auteurs : Y.O. Ouma, Auteur ; T.G. Ngigi, Auteur ; et al., Auteur Année de publication : 2006 Article en page(s) : pp 73 - 104 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] analyse texturale
[Termes IGN] arbre urbain
[Termes IGN] données multiéchelles
[Termes IGN] extraction automatique
[Termes IGN] extraction de traits caractéristiques
[Termes IGN] image à très haute résolution
[Termes IGN] image multibande
[Termes IGN] image Quickbird
[Termes IGN] optimisation (mathématiques)
[Termes IGN] texture d'image
[Termes IGN] transformation en ondelettesRésumé : (Auteur) Integration of spectral and multi-scale texture is proposed in order to improve the detection and classification of urban-trees from Quickbird imagery. Arguing that spatial -structure semantic information exits at a hierarchy of scales and that texture is a consequence of objects in the hierarchy, multi-scale wavelets decomposition is proposed for the extraction of vertical, horizontal and diagonal texture components. Pre-selection of texture sub-bands is achieved via mean, entropy, variance and second angular moment. The resulting sub-bands are analysed for separability between trees and similarly reflecting features, such as rice-paddy, grass/lawns, open ground and playground, based on KuIlbackLeibler (KL) divergence and Battacharyya distance. The results are ranked and classified with k-means. In comparison with the field data, KL gave the best results with omission and commission error of 4.4%. The proposed methodology has the ability to capture the increased natural variability in reflectance and improved the accuracy by 23.6%, in comparison with spectral-only. Numéro de notice : A2006-059 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/01431160500295885 En ligne : https://doi.org/10.1080/01431160500295885 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27786
in International Journal of Remote Sensing IJRS > vol 27 n°1-2 (January 2006) . - pp 73 - 104[article]Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 080-06011 RAB Revue Centre de documentation En réserve L003 Disponible n° 180 - Décembre 2005 - Des images aux 3D : extractions automatiques et assistées de modèles 3D, [Actes] Journées d'étude organisée par la SEE, le GDR ISIS et la SFPT, Paris, 16-17 juin 2005 (Bulletin de Revue Française de Photogrammétrie et de Télédétection) / Société française de photogrammétrie et de télédétection
[n° ou bulletin]
est un bulletin de Revue Française de Photogrammétrie et de Télédétection / Société française de photogrammétrie et de télédétection (2004 -)
Titre : n° 180 - Décembre 2005 - Des images aux 3D : extractions automatiques et assistées de modèles 3D, [Actes] Journées d'étude organisée par la SEE, le GDR ISIS et la SFPT, Paris, 16-17 juin 2005 Type de document : Périodique Auteurs : Société française de photogrammétrie et de télédétection, Auteur Année de publication : 2005 Conférence : SEE - ISIS - SFPT 2005, Journées d'étude, Des images aux 3D : extractions automatiques et assistées de modèles 3D 16/06/2005 17/06/2005 Paris France Langues : Français (fre) Descripteur : [Vedettes matières IGN] Traitement d'image
[Termes IGN] extraction automatique
[Termes IGN] modélisation 3DNuméro de notice : 018-0504 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Numéro de périodique DOI : sans Permalink : https://documentation.ensg.eu/index.php?lvl=bulletin_display&id=7775 [n° ou bulletin]Contient
- Modèle paramétrique pour la reconstruction automatique en 3D de zones urbaines denses à partir d'images satellitaires haute résolution / Florent Lafarge in Revue Française de Photogrammétrie et de Télédétection, n° 180 (Décembre 2005)
- Extraction semi-automatique de bâtiments par contours actifs surfaciques : adaptation au contexte Pléiades / P. Cornic in Revue Française de Photogrammétrie et de Télédétection, n° 180 (Décembre 2005)
- Modélisation 3D par vision pour la robotique mobile : approches de cartographie et localisation simultanées / Sylvie Lacroix in Revue Française de Photogrammétrie et de Télédétection, n° 180 (Décembre 2005)
Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 018-05041 RAB Revue Centre de documentation En réserve L003 Disponible Rectangular building extraction from stereoscopic airborne Radar images / Elisabeth Simonetto in IEEE Transactions on geoscience and remote sensing, vol 43 n° 10 (October 2005)
[article]
Titre : Rectangular building extraction from stereoscopic airborne Radar images Type de document : Article/Communication Auteurs : Elisabeth Simonetto, Auteur ; Hélène Oriot, Auteur ; René Garello, Auteur Année de publication : 2005 Article en page(s) : pp 2386 - 2395 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image radar et applications
[Termes IGN] analyse comparative
[Termes IGN] appariement dense
[Termes IGN] Bâti-3D
[Termes IGN] détection du bâti
[Termes IGN] extraction automatique
[Termes IGN] image à haute résolution
[Termes IGN] image aérienne
[Termes IGN] image radar
[Termes IGN] image RAMSES
[Termes IGN] lever altimétrique
[Termes IGN] modèle numérique de surface
[Termes IGN] modèle stéréoscopique
[Termes IGN] optimisation (mathématiques)
[Termes IGN] radargrammétrie
[Termes IGN] réalité de terrain
[Termes IGN] transformation de HoughRésumé : (Auteur) From the recent availability of images recorded by synthetic aperture radar (SAR) airborne systems, automatic results of digital elevation models (DEMs) on urban structures have been published lately. This paper deals with automatic extraction of three-dimensional (3-D) buildings from stereoscopic high-resolution images recorded by the SAR airborne RAMSES sensor from the French Aerospace Research Center (ONERA). On these images, roofs are not very textured whereas typical strong L-shaped echoes are visible. These returns generally result from dihedral corners between ground and structures. They provide a part of the building footprints and the ground altitude, but not the building heights. Thus, we present an adapted processing scheme in two steps. First is stereoscopic structure extraction from L-shaped echoes. Buildings are detected on each image using the Hough transform. Then they are recognized during a stereoscopic refinement stage based on a criterion optimization. Second, is height measurement. As most of previous extracted footprints indicate the ground altitude, building heights are found by monoscopic and stereoscopic measures. Between structures, ground altitudes are obtained by a dense matching process. Experiments are performed on images representing an industrial area. Results are compared with a ground truth. Advantages and limitations of the method are brought out. Numéro de notice : A2005-414 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1109/TGRS.2005.853570 En ligne : https://doi.org/10.1109/TGRS.2005.853570 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27550
in IEEE Transactions on geoscience and remote sensing > vol 43 n° 10 (October 2005) . - pp 2386 - 2395[article]Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 065-05101 RAB Revue Centre de documentation En réserve L003 Disponible Optimization approaches for generalization and data abstraction / Monika Sester in International journal of geographical information science IJGIS, vol 19 n° 8 - 9 (september 2005)
[article]
Titre : Optimization approaches for generalization and data abstraction Type de document : Article/Communication Auteurs : Monika Sester, Auteur Année de publication : 2005 Article en page(s) : pp 871 - 897 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Termes IGN] carte de Kohonen
[Termes IGN] déplacement d'objet géographique
[Termes IGN] données localisées numériques
[Termes IGN] extraction automatique
[Termes IGN] généralisation cartographique automatisée
[Termes IGN] jeu de données localisées
[Termes IGN] méthode des moindres carrés
[Termes IGN] optimisation (mathématiques)
[Termes IGN] représentation des détails topographiques
[Termes IGN] typification
[Vedettes matières IGN] GénéralisationRésumé : (Auteur) The availability of methods for abstracting and generalizing spatial data is vital for understanding and communicating spatial information. Spatial analysis using maps at different scales is a good example of this. Such methods are needed not only for analogue spatial data sets but even more so for digital data. In order to automate the process of generating different levels of detail of a spatial data set, generalization operations are used. The paper first gives an overview on current approaches for the automation of generalization and data abstraction, and then presents solutions for three generalization problems based on optimization techniques. Least-Squares Adjustment is used for displacement and shape simplification (here, building groundplans), and Self-Organizing Maps, a Neural Network technique, is applied for typification, i.e. a density preserving reduction of objects. The methods are validated with several examples and evaluated according to their advantages and disadvantages. Finally, a scenario describes how these methods can be combined to automatically yield a satisfying result for integrating two data sets of different scales. Numéro de notice : A2005-405 Affiliation des auteurs : non IGN Thématique : GEOMATIQUE Nature : Article DOI : 10.1080/13658810500161179 En ligne : https://doi.org/10.1080/13658810500161179 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27541
in International journal of geographical information science IJGIS > vol 19 n° 8 - 9 (september 2005) . - pp 871 - 897[article]Exemplaires(2)
Code-barres Cote Support Localisation Section Disponibilité 079-05081 RAB Revue Centre de documentation En réserve L003 Disponible 079-05082 RAB Revue Centre de documentation En réserve L003 Disponible Multivariate texture-based segmentation of remotely sensed imagery for extraction of objects and their uncertainty / Arko Lucieer in International Journal of Remote Sensing IJRS, vol 26 n° 14 (July 2005)PermalinkStructural damage assessments from Ikonos data using change detection, object-oriented segmentation, and classification techniques / D.H.A. Khudhairy in Photogrammetric Engineering & Remote Sensing, PERS, vol 71 n° 7 (July 2005)PermalinkNeural network model for standard PCA and its variants applied to remote sensing / S. Chitroub in International Journal of Remote Sensing IJRS, vol 26 n° 10 (May 2005)PermalinkIntegration of spatial and spectral information by means of unsupervised extraction and classification for homogenous objects applied to multispectral and hyperspectral data / L.O. Jimenez in IEEE Transactions on geoscience and remote sensing, vol 43 n° 4 (April 2005)PermalinkA proposed framework for feature-level geospatial data sharing: a case study for transportation network data / Z.R. Peng in International journal of geographical information science IJGIS, vol 19 n° 4 (april 2005)PermalinkThe utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery / Anne Puissant in International Journal of Remote Sensing IJRS, vol 26 n° 4 (February 2005)PermalinkExtraction d'éléments curvilignes guidée par des mécanismes attentionnels pour des images de télédétection : approche par fusion de données / Gilles Cotteret (2005)PermalinkPlate-forme AFIA, Nice, 30 mai - 3 juin 2005, 5. Posters IC 2005, 16es Journées Francophones Ingénierie des Connaissances, 30 mai - 3 juin 2005, Nice, France / Marie-Christine Jaulent (2005)PermalinkStrategy for extraction of 3D architectural objects from laser and image data acquired from the same viewpoint / Matthieu Deveau (2005)PermalinkAutomated road extraction from high resolution multispectral imagery / P. Doucette in Photogrammetric Engineering & Remote Sensing, PERS, vol 70 n° 12 (December 2004)PermalinkUn premier pas vers l'extraction de MNS urbains en interférometrie RSO à haute résolution par fusion de détecteurs / C. Tison in Revue Française de Photogrammétrie et de Télédétection, n° 176 (Décembre 2004)PermalinkA wavelet transform based for road centerline extraction / Tianen Chen in Photogrammetric Engineering & Remote Sensing, PERS, vol 70 n° 12 (December 2004)PermalinkL'extraction du bâti à partir d'images satellitaires THRS / Serge Lhomme in Revue internationale de géomatique, vol 14 n° 3 - 4 (septembre 2004 – février 2005)PermalinkMorphologie mathématique et échelle : extraction du bâti à différentes résolutions spatiales / Claire Matti-Gallice in Revue internationale de géomatique, vol 14 n° 3 - 4 (septembre 2004 – février 2005)PermalinkPhotogrammetric exploitation of Ikonos imagery for mapping applications / C. Vincent Tao in International Journal of Remote Sensing IJRS, vol 25 n° 14 (July 2004)PermalinkFrom point-based to feature-based aerial triangulation / T. Schenk in ISPRS Journal of photogrammetry and remote sensing, vol 58 n° 5-6 (July 2004)PermalinkAn advanced system for the automatic classification of multitemporal SAR images / Lorenzo Bruzzone in IEEE Transactions on geoscience and remote sensing, vol 42 n° 6 (June 2004)PermalinkA model-based approach to semi-automated reconstruction of buildings from aerial images / Kourosh Khoshelham in Photogrammetric record, vol 19 n° 106 (June - August 2004)PermalinkWavelet transform applied to EO-1 hyperspectral data for forest LAI and crown closure mapping / R. Pu in Remote sensing of environment, vol 91 n° 2 (30/05/2004)PermalinkNonparametric weighted feature extraction for classification / D.A. Landgrebe in IEEE Transactions on geoscience and remote sensing, vol 42 n° 5 (May 2004)PermalinkAutomated extraction of coastline from satellite imagery by integrating canny edge detection and locally adaptative thresholding methods / H. Liu in International Journal of Remote Sensing IJRS, vol 25 n° 5 (March 2004)PermalinkAutomatic highway extraction from high resolution imagery by an energy minimizing based perceptual grouping method / Xiangyun Hu in Geomatica, vol 58 n° 1 (March 2004)PermalinkA wavelet approach to road extraction from high spatial resolution remotely-sensed imagery / Qiaoping Zhang in Geomatica, vol 58 n° 1 (March 2004)PermalinkPermalinkAutomatische Extraktion urbaner Straßennetze aus Luftbildern / Stefan Hinz (2004)PermalinkContribution à la reconstruction du bâti en milieu urbain, à l'aide d'images aériennes stéréoscopiques à grande échelle : étude d'une approche structurelle / Franck Taillandier (2004)PermalinkManual of photogrammetry, fifth edition / J. Chris Mcglone (2004)PermalinkAutomatic satellite image georeferencing using a contour-matching approach / Francisco Eugenio in IEEE Transactions on geoscience and remote sensing, vol 41 n° 12 (December 2003)PermalinkA cognitive pyramid for contextual classification of remote sensing images / E. Binaghi in IEEE Transactions on geoscience and remote sensing, vol 41 n° 12 (December 2003)PermalinkData fusion and feature extraction in the wavelet domain / Magnus Orn Ulfarsson in International Journal of Remote Sensing IJRS, vol 24 n° 20 (October 2003)PermalinkA neural adaptive model for feature extraction and recognition in high resolution remote sensing imagery / E. Binaghi in International Journal of Remote Sensing IJRS, vol 24 n° 20 (October 2003)PermalinkAutonomous space resection using point- and line-based representation of free-form control linear features / A. Habib in Photogrammetric record, vol 18 n° 103 (September - November 2003)PermalinkDTM extraction of Lidar returns via adaptive processing / H.S. Lee in IEEE Transactions on geoscience and remote sensing, vol 41 n° 9 (September 2003)PermalinkDetection of building outlines based on the fusion of SAR and optical features / Florence Tupin in ISPRS Journal of photogrammetry and remote sensing, vol 58 n° 1-2 (June - December 2003)PermalinkA comparative analysis of scanned maps and imagery for mapping applications / Costas Armenakis in ISPRS Journal of photogrammetry and remote sensing, vol 57 n° 5-6 (April - May 2003)PermalinkEvaluation quantitative de méthodes d'extraction de rues : choix d'une référence de comparaison / Renaud Péteri in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 170 (Avril 2003)PermalinkExtraction automatique des réseaux linéiques a partir d'images satellitaires et aériennes par processus Markov objet / C. Lacoste in Bulletin [Société Française de Photogrammétrie et Télédétection], n° 170 (Avril 2003)PermalinkClass-guided building extraction from imagery / D. Scott Lee in Photogrammetric Engineering & Remote Sensing, PERS, vol 69 n° 2 (February /2003)PermalinkPermalinkPermalinkPotential of reflected intensity of airborne laser scanning systems in roadway features identification / Kiyun Yu in Geomatica, vol 56 n° 4 (December 2002)PermalinkRoad detection in dense urban areas using SAR imagery and the usefulness of multiple views / Florence Tupin in IEEE Transactions on geoscience and remote sensing, vol 40 n° 11 (November 2002)PermalinkA robust classification procedure based on mixture classifiers and nonparametric weighted feature extraction / B.C. Kuo in IEEE Transactions on geoscience and remote sensing, vol 40 n° 11 (November 2002)PermalinkRemote sensing of urban areas / Mathias Lemmens in GIM international, vol 16 n° 9 (September 2002)PermalinkSolutions for exterior orientation in photogrammetry: a review / Pierre Grussenmeyer in Photogrammetric record, vol 17 n° 100 (October 2002 - March 2003)Permalink