Test Results Using the DTM Software of PCI
|
|
|
- Lee Carpenter
- 9 years ago
- Views:
Transcription
1 M. Schlüter, B.-S. Schulz, C. Wende Test Results Using the DTM Software of PCI Bundesamt für Kartographie und Geodäsie Richard-Strauss-Allee Frankfurt (Main) Internet:
2 Overview 1. Introduction: Versions of EASI/PACE, basic concepts 2. DTM Reconstruction: Process flow and computation times 3. DTM Reconstruction: Results from testsite Vaihingen (Enz), comparison with reference data 4. Conclusions Test results using the DTM software of PCI 1.1
3 DTM Generation using PCI-software We refer to: PACE Airphoto DEM Package Versions: EASI/PACE 6.0 (=15th version) and EASI/PACE We do not refer to: PCI OrthoEngine (PCI, 3. 98: software guided DTM generation; block bundle adjustment; elevation data interpolated directly from points, contours, breaklines and TINs; 2-d and 3-d DEM editing tools,... ) : Test results using the DTM software of PCI 1.2
4 GUI - Example: Measurement of Fiducial Marks Test results using the DTM software of PCI 1.3
5 Operator Machine? DTM Generation: Preprocessing Task: PCI-modul: Amount of time: [min:] Data conversion CIM, IMAGERD 15 Conversion of distortion CALDIST 5 Interior orientation PPOINT 15 Measurement of control points GCP-Works Exterior orientation CAMERA 2 Calculation of an epipolar image 60m : AEPIPRO 2 : 8 30m : 32 15m? DEC Alpha , 64bit processor, 275MHz, 128MB RAM Test results using the DTM software of PCI 2.1
6 mode 60m 30m 15m DTM Generation and Postprocessing Task: PCI module, Computation time? :[min:] DTM generation ADEM coarse medium fine Geocoding ADEMCPY Geocoding & interpolation ? DEC Alpha , 64bit processor, 275MHz, 128MB RAM Test results using the DTM software of PCI 2.2
7 Here, one might expect more... Interior orientation: only2-4fiducialmarkspossible, no subpixel accuracy, distortion only by the radial polynomial d(r) = a 1 r + a 2 r 3 + a 3 r 5 + a 4 r 7 Exterior orientation: separate orientation of each single image Accuracy of parameters: Residuals are often given, but standard deviations are usually missing User s knowledge about accuracy is presumed! ( ) DTM generation, geocoding & interpolation: Poor documentation meets sometimes strange results, user has to manage short int (16Bit) elevation data, amount of disk space is more than 3 image data Test results using the DTM software of PCI 2.3
8 Visual Check of Epipolar Image Calculation (Basis for the Choice of an Evaluation Area) Test results using the DTM software of PCI 3.1
9 Results of the Matching Procedure ( fine ) with Interpolation Left image (= reference) Geometric result from 60 60m 2 image pixels Geometric result from 15 15m 2 image pixels Test results using the DTM software of PCI 3.2
10 Results after Geocoding with Interpolation Geometric result from 60 60m 2 image pixels Geometric result from 15 15m 2 image pixels Test results using the DTM software of PCI 3.3
11 Classification (ifp) Height Differences: jz PCI, Z ifp j (60 60m 2 image pixels) (15 15m 2 image pixels) land use vegetation (height) roughness texture 0, 0:2m 0:2m, 1m 1m, 2m 2m, 5m 5m, 20m no reference data Test results using the DTM software of PCI 3.4
12 Conclusions Main intentions of PACE Airphoto DEM Package: Production of single orthoimages Focus on small & medium image scales (remote sensing!) + No unnecessary burden of decision making Very limited self-diagnosis, missing accuracy statements, Z = 2 pixel size on ground) ( No documentation concerning matching & interpolation, algorithms and assumptions Some pitfalls (intermediate storage of matching result, using short int data type, e.g.) Test results using the DTM software of PCI 4.1
13 How to Overcome Problems? Actual publications on multi-image matching in object space from the Institute of Photogrammetry and Cartography, Darmstadt University of Technology: M. Schlüter und B.P. Wrobel: Das Dezimeter-DGM durch photogrammetrische Oberflächenrekonstruktion mit dem Facetten-Stereosehen, AVN, September 1998 M. Schlüter: Multi-image matching in object space on the basis of a general 3-d surface model instead of common 2.5-d surface models and its application for urban scenes, ISPRS Commission IV Symposium, Stuttgart, September 7-10, 1998 Next workshop on multi-image matching? Test results using the DTM software of PCI 4.2
PHOTOGRAMMETRIC TECHNIQUES FOR MEASUREMENTS IN WOODWORKING INDUSTRY
PHOTOGRAMMETRIC TECHNIQUES FOR MEASUREMENTS IN WOODWORKING INDUSTRY V. Knyaz a, *, Yu. Visilter, S. Zheltov a State Research Institute for Aviation System (GosNIIAS), 7, Victorenko str., Moscow, Russia
Files Used in this Tutorial
Generate Point Clouds Tutorial This tutorial shows how to generate point clouds from IKONOS satellite stereo imagery. You will view the point clouds in the ENVI LiDAR Viewer. The estimated time to complete
3D MODELING AND VISUALIZATION OF LARGE CULTURAL HERITAGE SITES AT VERY HIGH RESOLUTION: THE BAMIYAN VALLEY AND ITS STANDING BUDDHAS
3D MODELING AND VISUALIZATION OF LARGE CULTURAL HERITAGE SITES AT VERY HIGH RESOLUTION: THE BAMIYAN VALLEY AND ITS STANDING BUDDHAS Armin Gruen, Fabio Remondino, Li Zhang Institute for Geodesy and Photogrammetry,
DEVELOPMENT OF REAL-TIME VISUALIZATION TOOLS FOR THE QUALITY CONTROL OF DIGITAL TERRAIN MODELS AND ORTHOIMAGES
DEVELOPMENT OF REAL-TIME VISUALIZATION TOOLS FOR THE QUALITY CONTROL OF DIGITAL TERRAIN MODELS AND ORTHOIMAGES Dr.-Ing. Manfred Wiggenhagen University of Hanover, Germany Institute for Photogrammetry and
ORTHORECTIFICATION OF HR SATELLITE IMAGES WITH SPACE DERIVED DSM
ORTHORECTIFICATION OF HR SATELLITE IMAGES WITH SPACE DERIVED DSM R. Cavallinia, F. Mancinia, M. Zannia a DISTART, University of Bologna, V.le Risorgimento 2, 40136 Bologna, Italy [email protected], [email protected],
Integer Computation of Image Orthorectification for High Speed Throughput
Integer Computation of Image Orthorectification for High Speed Throughput Paul Sundlie Joseph French Eric Balster Abstract This paper presents an integer-based approach to the orthorectification of aerial
3D Model of the City Using LiDAR and Visualization of Flood in Three-Dimension
3D Model of the City Using LiDAR and Visualization of Flood in Three-Dimension R.Queen Suraajini, Department of Civil Engineering, College of Engineering Guindy, Anna University, India, [email protected]
Map World Forum Hyderabad, India Introduction: High and very high resolution space images: GIS Development
Very high resolution satellite images - competition to aerial images Dr. Karsten Jacobsen Leibniz University Hannover, Germany [email protected] Introduction: Very high resolution images taken
Opportunities for the generation of high resolution digital elevation models based on small format aerial photography
Opportunities for the generation of high resolution digital elevation models based on small format aerial photography Boudewijn van Leeuwen 1, József Szatmári 1, Zalán Tobak 1, Csaba Németh 1, Gábor Hauberger
3D Building Roof Extraction From LiDAR Data
3D Building Roof Extraction From LiDAR Data Amit A. Kokje Susan Jones NSG- NZ Outline LiDAR: Basics LiDAR Feature Extraction (Features and Limitations) LiDAR Roof extraction (Workflow, parameters, results)
ADVANTAGES AND DISADVANTAGES OF THE HOUGH TRANSFORMATION IN THE FRAME OF AUTOMATED BUILDING EXTRACTION
ADVANTAGES AND DISADVANTAGES OF THE HOUGH TRANSFORMATION IN THE FRAME OF AUTOMATED BUILDING EXTRACTION G. Vozikis a,*, J.Jansa b a GEOMET Ltd., Faneromenis 4 & Agamemnonos 11, GR - 15561 Holargos, GREECE
Solving for Camera Exterior Orientation on Historical Images Using Imagine/LPS Version 1.0
Solving for Camera Exterior Orientation on Historical Images Using Imagine/LPS Version 1.0 Prepared by: Jason Faulring Systems Integration Engineer Laboratory for Imaging Algorithms & Systems Rochester
Comparison of ALOS-PALSAR and TerraSAR-X Data in terms of Detecting Settlements First Results
ALOS 2008 Symposium, 3-7 November Rhodes, Greece Comparison of ALOS-PALSAR and TerraSAR-X Data in terms of Detecting Settlements First Results Thomas Esch*, Achim Roth*, Michael Thiel, Michael Schmidt*,
MetropoGIS: A City Modeling System DI Dr. Konrad KARNER, DI Andreas KLAUS, DI Joachim BAUER, DI Christopher ZACH
MetropoGIS: A City Modeling System DI Dr. Konrad KARNER, DI Andreas KLAUS, DI Joachim BAUER, DI Christopher ZACH VRVis Research Center for Virtual Reality and Visualization, Virtual Habitat, Inffeldgasse
Digital Orthophoto Production In the Desktop Environment 1
Digital Orthophoto Production In the Desktop Environment 1 By Dr. Roy A. Welch and Thomas R. Jordan Digital orthophotos are proving suitable for a variety of mapping, GIS and environmental monitoring tasks.
Automatic Tie Point Extraction using the OEEPE/ISPRS Test Data - The Swissphoto Investigations
Automatic Tie Point Extraction using the OEEPE/ISPRS Test Data - The Swissphoto Investigations ABSTRACT Thomas Kersten, Silvio Haering Swissphoto Vermessung AG Dorfstr. 53, CH - 8105 Regensdorf-Watt, Switzerland
Segmentation of building models from dense 3D point-clouds
Segmentation of building models from dense 3D point-clouds Joachim Bauer, Konrad Karner, Konrad Schindler, Andreas Klaus, Christopher Zach VRVis Research Center for Virtual Reality and Visualization, Institute
HYBRID MODELLING AND ANALYSIS OF UNCERTAIN DATA
HYBRID MODELLING AND ANALYSIS OF UNCERTAIN DATA Michael GLEMSER, Ulrike KLEIN Institute for Photogrammetry (ifp), Stuttgart University, Germany Geschwister-Scholl-Strasse 24D, D-7074 Stuttgart [email protected]
a powerful graphical developing tool for prototyping image processing tasks
a powerful graphical developing tool for prototyping image processing tasks PD Dr.-Ing. habil. Karl-Heinz Franke / Rico Nestler Ilmenau Technical University Faculty of Computer Science and Automation Computer
Resolution Enhancement of Photogrammetric Digital Images
DICTA2002: Digital Image Computing Techniques and Applications, 21--22 January 2002, Melbourne, Australia 1 Resolution Enhancement of Photogrammetric Digital Images John G. FRYER and Gabriele SCARMANA
How To Make An Orthophoto
ISSUE 2 SEPTEMBER 2014 TSA Endorsed by: CLIENT GUIDE TO DIGITAL ORTHO- PHOTOGRAPHY The Survey Association s Client Guides are primarily aimed at other professionals such as engineers, architects, planners
Introduction to GIS (Basics, Data, Analysis) & Case Studies. 13 th May 2004. Content. What is GIS?
Introduction to GIS (Basics, Data, Analysis) & Case Studies 13 th May 2004 Content Introduction to GIS Data concepts Data input Analysis Applications selected examples What is GIS? Geographic Information
OBLIQUE AERIAL PHOTOGRAPHY TOOL FOR BUILDING INSPECTION AND DAMAGE ASSESSMENT
OBLIQUE AERIAL PHOTOGRAPHY TOOL FOR BUILDING INSPECTION AND DAMAGE ASSESSMENT A. Murtiyoso 1, F. Remondino 2, E. Rupnik 2, F. Nex 2, P. Grussenmeyer 1 1 INSA Strasbourg / ICube Laboratory, France Email:
LIDAR and Digital Elevation Data
LIDAR and Digital Elevation Data Light Detection and Ranging (LIDAR) is being used by the North Carolina Floodplain Mapping Program to generate digital elevation data. These highly accurate topographic
IMPROVEMENT OF DIGITAL IMAGE RESOLUTION BY OVERSAMPLING
ABSTRACT: IMPROVEMENT OF DIGITAL IMAGE RESOLUTION BY OVERSAMPLING Hakan Wiman Department of Photogrammetry, Royal Institute of Technology S - 100 44 Stockholm, Sweden (e-mail [email protected]) ISPRS Commission
Digital image processing
746A27 Remote Sensing and GIS Lecture 4 Digital image processing Chandan Roy Guest Lecturer Department of Computer and Information Science Linköping University Digital Image Processing Most of the common
Leica Photogrammetry Suite Project Manager
Leica Photogrammetry Suite Project Manager Copyright 2006 Leica Geosystems Geospatial Imaging, LLC All rights reserved. Printed in the United States of America. The information contained in this document
GeoImaging Accelerator Pansharp Test Results
GeoImaging Accelerator Pansharp Test Results Executive Summary After demonstrating the exceptional performance improvement in the orthorectification module (approximately fourteen-fold see GXL Ortho Performance
Acquisition of CAD Data from Existing Buildings by Photogrammetry
Acquisition of CAD Data from Existing Buildings by Photogrammetry Jörg Albertz Albert Wiedemann Technical University of Berlin, Berlin, Germany ABSTRACT: Data to be handled in CAD systems can either be
ULTRACAMXP, THE NEW DIGITAL AERIAL CAMERA SYSTEM BY VEXCEL IMAGING / MICROSOFT INTRODUCTION
ULTRACAMXP, THE NEW DIGITAL AERIAL CAMERA SYSTEM BY VEXCEL IMAGING / MICROSOFT Michael Gruber, Alexander Wiechert Vexcel Imaging / Microsoft Photogrammetry Anzengrubergasse 8, A-8010 Graz, Austria {michgrub,
Blender addons ESRI Shapefile import/export and georeferenced raster import
Blender addons ESRI Shapefile import/export and georeferenced raster import This blender addon is a collection of 4 tools: ESRI Shapefile importer - Import point, pointz, polyline, polylinez, polygon,
Geometric transformations and registration of images, orthoimage generation and mosaicing
Geometric transformations and registration of images, orthoimage generation and mosaicing E.P. Baltsavias Institute of Geodesy and Photogrammetry, ETHZ Zurich E.P. Baltsavias, Athens, 5.2000, p.1 Geometric
AUTOMATED MODELING OF THE GREAT BUDDHA STATUE IN BAMIYAN, AFGHANISTAN
AUTOMATED MODELING OF THE GREAT BUDDHA STATUE IN BAMIYAN, AFGHANISTAN A.Gruen, F.Remondino, L.Zhang Institute of Geodesy and Photogrammetry ETH Zurich, Switzerland e-mail: @geod.baug.ethz.ch
SEMANTIC LABELLING OF URBAN POINT CLOUD DATA
SEMANTIC LABELLING OF URBAN POINT CLOUD DATA A.M.Ramiya a, Rama Rao Nidamanuri a, R Krishnan a Dept. of Earth and Space Science, Indian Institute of Space Science and Technology, Thiruvananthapuram,Kerala
Geometric Camera Parameters
Geometric Camera Parameters What assumptions have we made so far? -All equations we have derived for far are written in the camera reference frames. -These equations are valid only when: () all distances
Digital Image Increase
Exploiting redundancy for reliable aerial computer vision 1 Digital Image Increase 2 Images Worldwide 3 Terrestrial Image Acquisition 4 Aerial Photogrammetry 5 New Sensor Platforms Towards Fully Automatic
Swissphoto s Automated Digital Photogrammetric Production Environment
Swissphoto s Automated Digital Photogrammetric Production Environment Thomas Kersten, Willie O Sullivan, Nathalie Chuat Swissphoto Vermessung AG Dorfstr. 53, CH - 8105 Regensdorf-Watt, Switzerland Phone
An Assessment of the Effectiveness of Segmentation Methods on Classification Performance
An Assessment of the Effectiveness of Segmentation Methods on Classification Performance Merve Yildiz 1, Taskin Kavzoglu 2, Ismail Colkesen 3, Emrehan K. Sahin Gebze Institute of Technology, Department
An Automatic and Accurate Segmentation for High Resolution Satellite Image S.Saumya 1, D.V.Jiji Thanka Ligoshia 2
An Automatic and Accurate Segmentation for High Resolution Satellite Image S.Saumya 1, D.V.Jiji Thanka Ligoshia 2 Assistant Professor, Dept of ECE, Bethlahem Institute of Engineering, Karungal, Tamilnadu,
GEOENGINE MSc in Geomatics Engineering (Master Thesis) Anamelechi, Falasy Ebere
Master s Thesis: ANAMELECHI, FALASY EBERE Analysis of a Raster DEM Creation for a Farm Management Information System based on GNSS and Total Station Coordinates Duration of the Thesis: 6 Months Completion
UPDATING OBJECT FOR GIS DATABASE INFORMATION USING HIGH RESOLUTION SATELLITE IMAGES: A CASE STUDY ZONGULDAK
UPDATING OBJECT FOR GIS DATABASE INFORMATION USING HIGH RESOLUTION SATELLITE IMAGES: A CASE STUDY ZONGULDAK M. Alkan 1, *, D. Arca 1, Ç. Bayik 1, A.M. Marangoz 1 1 Zonguldak Karaelmas University, Engineering
Information Contents of High Resolution Satellite Images
Information Contents of High Resolution Satellite Images H. Topan, G. Büyüksalih Zonguldak Karelmas University K. Jacobsen University of Hannover, Germany Keywords: satellite images, mapping, resolution,
Monash University Clayton s School of Information Technology CSE3313 Computer Graphics Sample Exam Questions 2007
Monash University Clayton s School of Information Technology CSE3313 Computer Graphics Questions 2007 INSTRUCTIONS: Answer all questions. Spend approximately 1 minute per mark. Question 1 30 Marks Total
Current status of image matching for Earth observation
Current status of image matching for Earth observation Christian Heipke IPI - Institute for Photogrammetry and GeoInformation Leibniz Universität Hannover Secretary General, ISPRS Content Introduction
Lecture 9: Geometric map transformations. Cartographic Transformations
Cartographic Transformations Analytical and Computer Cartography Lecture 9: Geometric Map Transformations Attribute Data (e.g. classification) Locational properties (e.g. projection) Graphics (e.g. symbolization)
FOREST PARAMETER ESTIMATION BY LIDAR DATA PROCESSING
P.-F. Mursa Forest parameter estimation by LIDAR data processing FOREST PARAMETER ESTIMATION BY LIDAR DATA PROCESSING Paula-Florina MURSA, Master Student Military Technical Academy, [email protected]
Orthorectifying Air Photos with GPS data, GCPs and Tie Points
Orthorectifying Air Photos with GPS data, GCPs and Tie Points TUTORIAL The exterior orientation for air photo projects can be computed with: 1) GPS X, Y, Z data with rotation information (omega, phi, kappa
Remotely sensed images and GIS data fusion for automatic change detection
International Journal of Image and Data Fusion ISSN: 1947-9832 (Print) 1947-9824 (Online) Journal homepage: http://www.tandfonline.com/loi/tidf20 Remotely sensed images and GIS data fusion for automatic
Adaptation of High Resolution Ikonos Images to Googleearth for Zonguldak Test Field
Adaptation of High Resolution Ikonos Images to Googleearth for Zonguldak Test Field Umut G. SEFERCIK, Murat ORUC and Mehmet ALKAN, Turkey Key words: Image Processing, Information Content, Image Understanding,
Sub-pixel mapping: A comparison of techniques
Sub-pixel mapping: A comparison of techniques Koen C. Mertens, Lieven P.C. Verbeke & Robert R. De Wulf Laboratory of Forest Management and Spatial Information Techniques, Ghent University, 9000 Gent, Belgium
Real-time 3D Scanning System for Pavement Distortion Inspection
Real-time 3D Scanning System for Pavement Distortion Inspection Bugao Xu, Ph.D. & Professor University of Texas at Austin Center for Transportation Research Austin, Texas 78712 Pavement distress categories
High Resolution RF Analysis: The Benefits of Lidar Terrain & Clutter Datasets
0 High Resolution RF Analysis: The Benefits of Lidar Terrain & Clutter Datasets January 15, 2014 Martin Rais 1 High Resolution Terrain & Clutter Datasets: Why Lidar? There are myriad methods, techniques
Digital Photogrammetric System. Version 6.0.2 USER MANUAL. Block adjustment
Digital Photogrammetric System Version 6.0.2 USER MANUAL Table of Contents 1. Purpose of the document... 4 2. General information... 4 3. The toolbar... 5 4. Adjustment batch mode... 6 5. Objects displaying
Using PCI Geomatics Software with Oracle 10g Spatial and GeoRaster A PCI Geomatics Whitepaper
Using PCI Geomatics Software with Oracle 10g Spatial and GeoRaster A PCI Geomatics Whitepaper November 2005 Table of Contents Table of Contents...1 1. Introduction...2 2. How Geomatica adds value to Oracle
Optical Digitizing by ATOS for Press Parts and Tools
Optical Digitizing by ATOS for Press Parts and Tools Konstantin Galanulis, Carsten Reich, Jan Thesing, Detlef Winter GOM Gesellschaft für Optische Messtechnik mbh, Mittelweg 7, 38106 Braunschweig, Germany
PHOTOGRAMMETRIC MAPPING OF SPOT IMAGES BINGO IN THE PHOCUS SYSTEM ABSTRACT 1. INTRODUCTION. by E. Kruck, Oberkochen
PHOTOGRAMMETRIC MAPPING OF SPOT IMAGES BINGO IN THE PHOCUS SYSTEM by E. Kruck, Oberkochen ABSTRACT Stereo images taken by the SPOT satellite can be used for the production and revision of topographic maps
REGISTRATION OF LASER SCANNING POINT CLOUDS AND AERIAL IMAGES USING EITHER ARTIFICIAL OR NATURAL TIE FEATURES
REGISTRATION OF LASER SCANNING POINT CLOUDS AND AERIAL IMAGES USING EITHER ARTIFICIAL OR NATURAL TIE FEATURES P. Rönnholm a, *, H. Haggrén a a Aalto University School of Engineering, Department of Real
A PHOTOGRAMMETRIC APPRAOCH FOR AUTOMATIC TRAFFIC ASSESSMENT USING CONVENTIONAL CCTV CAMERA
A PHOTOGRAMMETRIC APPRAOCH FOR AUTOMATIC TRAFFIC ASSESSMENT USING CONVENTIONAL CCTV CAMERA N. Zarrinpanjeh a, F. Dadrassjavan b, H. Fattahi c * a Islamic Azad University of Qazvin - [email protected]
Entwicklung und Testen von Robotischen Anwendungen mit MATLAB und Simulink Maximilian Apfelbeck, MathWorks
Entwicklung und Testen von Robotischen Anwendungen mit MATLAB und Simulink Maximilian Apfelbeck, MathWorks 2015 The MathWorks, Inc. 1 Robot Teleoperation IMU IMU V, W Control Device ROS-Node Turtlebot
Andrea Bondì, Irene D Urso, Matteo Ombrelli e Paolo Telaroli (Thetis S.p.A.) Luisa Sterponi e Cesar Urrutia (Spacedat S.r.l.) Water Calesso (Marco
Generation of a digital elevation model of the Wadi Lebda basin, Leptis Magna - Lybia Andrea Bondì, Irene D Urso, Matteo Ombrelli e Paolo Telaroli (Thetis S.p.A.) Luisa Sterponi e Cesar Urrutia (Spacedat
LiDAR Data Management Lessons for Geospatial Data Managers
LiDAR Data Management Lessons for Geospatial Data Managers By: Morris County Department of Planning, Development & Technology Background 2005 Morris County LiDAR Acquisition 5 year Orthophotography Plan
Bildverarbeitung und Mustererkennung Image Processing and Pattern Recognition
Bildverarbeitung und Mustererkennung Image Processing and Pattern Recognition 1. Image Pre-Processing - Pixel Brightness Transformation - Geometric Transformation - Image Denoising 1 1. Image Pre-Processing
Application of FEM-Tools in the Engine Development Process
Application of FEM-Tools in the Engine Development Process H. Petrin, B. Wiesler e-mail: [email protected], [email protected] AVL List GmbH Graz, Austria Abstract The requirements for the development
MULTIPURPOSE USE OF ORTHOPHOTO MAPS FORMING BASIS TO DIGITAL CADASTRE DATA AND THE VISION OF THE GENERAL DIRECTORATE OF LAND REGISTRY AND CADASTRE
MULTIPURPOSE USE OF ORTHOPHOTO MAPS FORMING BASIS TO DIGITAL CADASTRE DATA AND THE VISION OF THE GENERAL DIRECTORATE OF LAND REGISTRY AND CADASTRE E.ÖZER, H.TUNA, F.Ç.ACAR, B.ERKEK, S.BAKICI General Directorate
Jean François Aumont (1), Bastien Mancini (2). (1) Image processing manager, Delair-Tech, (2) Managing director, Delair-Tech. Project : Authors:
Jean François Aumont (1), Bastien Mancini (2). (1) Image processing manager, Delair-Tech, (2) Managing director, Delair-Tech. White paper DT26X DT-3BANDS XL APXL Project : Authors: Date:
Managing Lidar (and other point cloud) Data. Lindsay Weitz Cody Benkelman
(and other point cloud) Data Lindsay Weitz Cody Benkelman Presentation Context What is lidar, and how does it work? Not this presentation! What can you do with lidar in ArcGIS? What does Esri recommend
SAMPLE MIDTERM QUESTIONS
Geography 309 Sample MidTerm Questions Page 1 SAMPLE MIDTERM QUESTIONS Textbook Questions Chapter 1 Questions 4, 5, 6, Chapter 2 Questions 4, 7, 10 Chapter 4 Questions 8, 9 Chapter 10 Questions 1, 4, 7
Professor, D.Sc. (Tech.) Eugene Kovshov MSTU «STANKIN», Moscow, Russia
Professor, D.Sc. (Tech.) Eugene Kovshov MSTU «STANKIN», Moscow, Russia As of today, the issue of Big Data processing is still of high importance. Data flow is increasingly growing. Processing methods
Water Flow in. Alex Vlachos, Valve July 28, 2010
Water Flow in Alex Vlachos, Valve July 28, 2010 Outline Goals & Technical Constraints How Artists Create Flow Maps Flowing Normal Maps in Left 4 Dead 2 Flowing Color Maps in Portal 2 Left 4 Dead 2 Goals
Ultra-High Resolution Digital Mosaics
Ultra-High Resolution Digital Mosaics J. Brian Caldwell, Ph.D. Introduction Digital photography has become a widely accepted alternative to conventional film photography for many applications ranging from
System 1* Condition Monitoring and Diagnostic Software. Premium Package
System 1* Condition Monitoring and Diagnostic Software Bently Nevada* Asset Condition Monitoring Premium Package The System 1 Premium Package represents GE Bently Nevada s flagship online condition monitoring
Step 2: Paint Your Model
KeyShot creates images. Simple, beautiful, and fast. KeyShot is the first interactive raytracing and global illumination program of its kind that behaves more like a digital camera than a rendering application.
Image Analysis CHAPTER 16 16.1 ANALYSIS PROCEDURES
CHAPTER 16 Image Analysis 16.1 ANALYSIS PROCEDURES Studies for various disciplines require different technical approaches, but there is a generalized pattern for geology, soils, range, wetlands, archeology,
A Short Introduction to Computer Graphics
A Short Introduction to Computer Graphics Frédo Durand MIT Laboratory for Computer Science 1 Introduction Chapter I: Basics Although computer graphics is a vast field that encompasses almost any graphical
VERSATILE AND EASY-TO-USE 3D LASER SCANNERS > >
VERSATILE AND EASY-TO-USE 3D LASER SCANNERS > > A WORLD OF APPLICATIONS Z Corporation, producers of the industry s fastest, easiest-to-use and most versatile 3D scanners, makes 3D scanning ideal for a
Results of digital aerial triangulation using different software packages
ABSTRACT Results of digital aerial triangulation using different software packages Thomas Kersten Swissphoto Vermessung AG Dorfstr. 53, CH - 8105 Regensdorf-Watt, Switzerland Phone +41 1 871 22 22, Fax
Work Package Radiometry
Work Package Radiometry EuroSDR project Radiometric aspects of digital photogrammetric imagery Eija Honkavaara Department of Remote Sensing and Photogrammetry Finnish Geodetic Institute EuroDAC Core Team
VERSATILE AND EASY-TO-USE 3D LASER SCANNERS > >
VERSATILE AND EASY-TO-USE 3D LASER SCANNERS > > A WORLD OF APPLICATIONS 3D Systems, producers of the industry s fastest, easiest-to-use and most versatile 3D scanners, makes 3D scanning ideal for a wide
Introduction to Computer Graphics
Introduction to Computer Graphics Torsten Möller TASC 8021 778-782-2215 [email protected] www.cs.sfu.ca/~torsten Today What is computer graphics? Contents of this course Syllabus Overview of course topics
3-D URBAN MAPPING FOR A HYBRID GIS
Festschrift Prof. Dr. Ing. Heinrich Ebner zum 60. Geburtstag, München, 1999, S. 97-107 3-D URBAN MAPPING FOR A HYBRID GIS Armin Gruen Xinhua Wang Institute of Geodesy and Photogrammetry Swiss Federal Institute
A technical overview of the Fuel3D system.
A technical overview of the Fuel3D system. Contents Introduction 3 How does Fuel3D actually work? 4 Photometric imaging for high-resolution surface detail 4 Optical localization to track movement during
Point Clouds: Big Data, Simple Solutions. Mike Lane
Point Clouds: Big Data, Simple Solutions Mike Lane Light Detection and Ranging Point Cloud is the Third Type of Data Vector Point Measurements and Contours Sparse, highly irregularly spaced X,Y,Z values
Pallas Ludens. We inject human intelligence precisely where automation fails. Jonas Andrulis, Daniel Kondermann
Pallas Ludens We inject human intelligence precisely where automation fails Jonas Andrulis, Daniel Kondermann Chapter One: How it all started The Challenge of Reference and Training Data Generation Scientific
The X100. Safe and fully automatic. Fast and with survey accuracy. revolutionary mapping. create your own orthophotos and DSMs
The X100 revolutionary mapping Safe and fully automatic create your own orthophotos and DSMs Fast and with survey accuracy operates even in harsh weather conditions (up to 65 km/h wind & light rain) Image
AUTOMATIC MULTI-VIEW TEXTURE MAPPING OF 3D SURFACE PROJECTIONS
AUTOMATIC MULTI-VIEW TEXTURE MAPPING OF 3D SURFACE PROJECTIONS L. Grammatikopoulos 1,2, I. Kalisperakis 1,2, G. Karras 2, E. Petsa 1 1 Department of Surveying, Technological Educational Institute of Athens
High-Resolution Multiscale Panoramic Mosaics from Pan-Tilt-Zoom Cameras
High-Resolution Multiscale Panoramic Mosaics from Pan-Tilt-Zoom Cameras Sudipta N. Sinha Marc Pollefeys Seon Joo Kim Department of Computer Science, University of North Carolina at Chapel Hill. Abstract
COMPARISON OF OBJECT BASED AND PIXEL BASED CLASSIFICATION OF HIGH RESOLUTION SATELLITE IMAGES USING ARTIFICIAL NEURAL NETWORKS
COMPARISON OF OBJECT BASED AND PIXEL BASED CLASSIFICATION OF HIGH RESOLUTION SATELLITE IMAGES USING ARTIFICIAL NEURAL NETWORKS B.K. Mohan and S. N. Ladha Centre for Studies in Resources Engineering IIT
