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3-D Surface Geometry and Reconstruction

Book Description

The methods used to digitize and reconstruct complex 3-D objects have evolved in recent years due to increasing attention from industry and research. 3-D models have applications in various domains, including reverse engineering, collaborative design, inspection, entertainment, virtual museums, medicine, geology and home shopping. 
3-D Surface Geometry and Reconstruction: Developing Concepts and Applications provides developers and scholars with an extensive collection of research articles in the expanding field of 3-D reconstruction. This reference book investigates the concepts, methodologies, applications and recent developments in the field of 3-D reconstruction, making it a useful resource for students, researchers, academics, professionals and industry practitioners.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Editorial Advisory Board and List of Reviewers
    1. Editorial Advisory Board
    2. List of Reviewers
  5. Foreword
  6. Preface
  7. Acknowledgment
  8. Section 1: Introductory Chapters
    1. Chapter 1: Methods of 3D Object Shape Acquisition
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. 3D COORDINATES ACQUISITION FROM MULTIPLE VIEWS
      5. 3D COORDINATES ACQUISITION USING LIGHTS AND CAMERAS
      6. 3D RECONSTRUCTION FROM CT/MRI
      7. PROCESSING OF ACQUIRED 3D SURFACES
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
    2. Chapter 2: Projective Geometry for 3D Modeling of Objects
      1. ABSTRACT
      2. INTRODUCTION
      3. NOTATION
      4. SINGLE-VIEW GEOMETRY
      5. THE PERSPECTIVE PROJECTION MATRIX
      6. THE CALIBRATION MATRIX
      7. THE ROTATION TRANSLATION MATRIX
      8. THE ROTATION MATRIX
      9. TWO-VIEW GEOMETRY
      10. RANSAC: RANDOM SAMPLE CONSENSUS
      11. 3D RECONSTRUCTION
      12. 3D LINE RECONSTRUCTION
      13. INACCURACY CORRECTION
      14. CORRECTION ON IMAGE PLANE
      15. CORRECTION IN SPACE
      16. CONCLUSION
    3. Chapter 3: PDE-Based Image Processing
      1. ABSTRACT
      2. INTRODUCTION
      3. PDE-BASED IMAGE PROCESSING
      4. PERFORMANCE MEASUREMENT METRICS
      5. IMAGE RESTORATION USING PDES FORMALISM
      6. ADDITIVE NOISE REMOVAL FROM DIGITAL IMAGES
      7. RESULTS AND ANALYSIS
      8. MULTIPLICATIVE SPECKLE NOISE REDUCTION FROM DIGITAL IMAGES
      9. SPECKLE NOISE REDUCTION TECHNIQUES
      10. RESULTS AND PERFORMANCE COMPARISON
      11. FUTURE RESEARCH DIRECTIONS
  9. Section 2: 3D Reconstruction
    1. Chapter 4: Hybrid GPU Local Delaunay Triangulation through Points Consolidation
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. INTERPOLATING TECHNIQUES
      5. PARALLEL RECONSTRUCTION
      6. ISSUES, CONTROVERSIES, PROBLEMS
      7. SOLUTIONS AND RECOMMENDATIONS
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
    2. Chapter 5: 3D Reconstruction of Underwater Natural Scenes and Objects Using Stereo Vision
      1. ABSTRACT
      2. INTRODUCTION
      3. STEREO VISION PARADIGM
      4. 3D RECONSTRUCTION OF UNDERWATER NATURAL SCENES AND OBJECTS
      5. 3D RECONSTRUCTION OF UNDERWATER OBJECTS USING STEREO VISION
      6. WAVELET BASED IMAGE DENOISING
      7. FUTURE DIRECTIONS
      8. CONCLUSION
    3. Chapter 6: 3D Reconstruction of Graph Objects, Scenes, and Environments
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. 3D GEOMETRICAL CHARTS IN TECHNOLOGY AND EDUCATION
      5. THEORETICAL AND PRACTICAL VALUES OF 3D OBJECTS, SCENES AND ENVIRONMENTS IN CHARTS
      6. SOLUTIONS AND RECOMMENDATIONS FOR THE CHAPTER
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
    4. Chapter 7: Depth Estimation for HDR Images
      1. ABSTRACT
      2. INTRODUCTION
      3. STEPS INVOLVED IN GAUGING THE DEPTH FROM STEREO IMAGE PAIR
      4. EXPERIMENTAL RESULTS
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
    5. Chapter 8: Monocular-Cues Based 3-D Reconstruction
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. APPLICATIONS
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
    6. Chapter 9: Image Based 3D Modeling and Rendering from Single View Perspective Images
      1. ABSTRACT
      2. INTRODUCTION
      3. APPROACH FOR BUILDING THE 3D WIREFRAME USING EDGE LENGTH
      4. PROPOSED METHOD TO SIMPLIFY THE VIRTUAL TOURING
      5. THE REGIONS AND NAMING CONVENTIONS OF CUBOID MESH
      6. EXTRACTION AND RECTIFICATION OF REGIONS FROM CUBOID MESH
      7. WIREFRAME OF CUBOID
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
  10. Section 3: Real-World Applications
    1. Chapter 10: Surface Modelling Using Discrete Basis Functions for Real-Time Automatic Inspection
      1. ABSTRACT
      2. 1.1 SURFACE MEASUREMENT
      3. 1.2 FUNDAMENTALS OF DISCRETE BASIS FUNCTIONS
      4. 1.3 MODIFIED BASES
      5. 1.4 APPLICATION RELEVANT ISSUES
      6. 1.5 CASE STUDIES
      7. 1.6 DISCUSSION
    2. Chapter 11: Application of Red, Green, and Blue Color Channels in 3D Shape Measurement
      1. ABSTRACT
      2. INTRODUCTION
      3. APPLICATION OF RGB COLOR CHANNELS
      4. EXPERIMENTS AND RESULTS
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION AND DISCUSSION
    3. Chapter 12: Widely-Separated Stereo Views Turn into 3D Objects
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SCENE MODELING APPROACH
      5. DISCUSSION
      6. CONCLUSION
    4. Chapter 13: Complementary Part Detection and Reassembly of 3D Fragments
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SCANNING OF FRAGMENTS
      5. ROUGHNESS DETECTION DESCRIPTOR
      6. CLEAVAGE SITE DETECTION
      7. COMPLEMENTARY PART DETECTION
      8. REGISTRATION
      9. EXPERIMENTAL RESULTS
      10. FUTURE WORK
      11. CONCLUSION
    5. Chapter 14: 3D Surface Reconstruction from Multiviews for Prosthetic Design
      1. ABSTRACT
      2. INTRODUCTION
      3. ORTHOTIC AND PROSTHETIC
      4. 3D RECONSTRUCTION FROM MULTIVIEWS
      5. SURFACE DEFORMATION
      6. MULTIVIEWS RECONSTRUCTION OF LOWER AND UPPER LIMB
      7. CONCLUSION AND FUTURE WORK
  11. Compilation of References
  12. About the Contributors
  13. Index