Digitally Archiving Cultural Objects

By: Katsushi Ikeuchi (Editor), Daisuke Miyazaki (Editor)

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Hardcover | 16 January 2008

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540 Pages

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23.5 x 16.51 x 3.18

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A large number of cultural heritage objects around the world are deteriorating or being destroyed due to the work of natural disasters, such as earthquakes and floods, and human-inflicted destruction, such as war and vandalism. In the wake of these threats, 3D data becomes a critical component to permanently recording the shapes of these important objects so that they might be passed down to future generations.

Digitally Archiving Cultural Objects describes thorough research and methods for preserving cultural heritage objects through the use of 3D digital data. These methods were developed through using computer vision and computer graphics technologies. This data can also be used for simulation and restoration purposes as well as towards various multimedia applications.

This comprehensive book is organized into four parts. Part 1 describes various sensors designed to obtain data. Part 2 contains a collection of papers that describe the geometric pipeline, converting obtained data into a consistent geometric model, through determining relative relations among digital data and connecting those data into a uniform representation. Part 3 concerns photometric issues, including how to map color pictures on a geometric model and how to remove the effect of sunlight in the pictures obtained. Part 4 reports on the effort to establish a digital museum to restore and display the original appearance of heritage objects as well as conduct analyses of obtained data for heritage research.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Graphical & Digital Media Applications 3D Graphics & Modelling Reference, Information & Interdisciplinary Subjects Museology & Heritage Studies

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Paperback

Published: 4th November 2010

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Preface	p. v
List of Figures	p. xvii
List of Tables	p. xxxiii
Introduction	p. 1
Range Sensor	p. 2
Range Data Analysis	p. 3
Photometric Modelling	p. 6
Utilizing Digital Data for Archaeological Investigation	p. 7
Acknowledgments	p. 9
References	p. 9
Range Sensor
Shape Rectification of 3D Data Obtained by a Moving Range Sensor by using Image Sequences	p. 13
Introduction	p. 13
Full Perspective Factorization	p. 15
Refinement	p. 19
FLRS	p. 21
Experiments	p. 23
Conclusions	p. 26
Acknowledgments	p. 26
References	p. 26
The Climbing Sensor: 3D Modeling of Narrow Areas by Using Space-Time Analysis	p. 33
Introduction	p. 33
Spatiotemporal Range Image	p. 35
Localizing Algorithm for 3D Modeling	p. 38
System Configuration	p. 39
Experiment and Modeling Results	p. 41
Conclusion	p. 44
Acknowledgments	p. 45
References	p. 46
Inverse Polarization Raytracing: Estimating Surface Shapes of Transparent Objects	p. 49
Introduction	p. 49
Polarization Raytracing	p. 51
Inverse Polarization Raytracing	p. 56
Measurement Result	p. 58
Conclusion	p. 63
Acknowledgments	p. 64
References	p. 64
Range Data Analysis
Robust Simultaneous Registration of Multiple Range Images	p. 71
Introduction	p. 71
Overview	p. 72
Point Mate Search	p. 75
Least-square Minimization Strategy	p. 79
Results	p. 82
Conclusion and Future Work	p. 84
Acknowledgments	p. 85
References	p. 86
A Fast Simultaneous Alignment of Multiple Range Images	p. 89
Introduction	p. 89
Alignment Algorithm	p. 91
Experimental Results	p. 99
Conclusion	p. 104
Acknowledgments	p. 106
References	p. 106
Parallel Alignment of a Large Number of Range Images	p. 109
Introduction	p. 109
Simultaneous Alignment Algorithm	p. 110
Parallel Alignment Based on a PC Cluster	p. 112
Performance Evaluation	p. 118
Experimental Results	p. 121
Conclusion	p. 124
Acknowledgments	p. 124
References	p. 124
Simultaneous Determination of Registration and Deformation Parameters among 3D Range Images	p. 127
Introduction	p. 127
Related Work	p. 129
Robust Determination of Translation and Rotation Parameters	p. 130
Simultaneous Determination of Deformation Parameters	p. 132
Unknown Parameter Estimation of Mathematical Model	p. 134
Inter-and-Intra Scanning Registration	p. 138
Conclusion and Future Work	p. 143
Acknowledgments	p. 144
References	p. 144
Parallel Processing of Range Data Merging	p. 147
Introduction	p. 147
Data Merging	p. 148
Increase the computation and memory efficiency	p. 152
Parallel Computing of Signed Distances	p. 153
Performance Evaluation	p. 155
Conclusion	p. 157
Acknowledgments	p. 157
References	p. 158
Adaptively Merging Large-Scale Range Data with Reflectance Properties	p. 161
Introduction	p. 161
Consensus Surface Algorithm	p. 166
Adaptive Merging Algorithm	p. 168
Adaptive Merging with Reflectance Properties	p. 173
Adaptive Nearest Neighbor Search	p. 177
Experiments	p. 179
Conclusion	p. 183
Appendix: Algorithm of BOT test	p. 186
Acknowledgments	p. 187
References	p. 187
Iterative Refinement of Range Images with Anisotropic Error Distribution	p. 193
Introduction	p. 193
Proposed Method	p. 194
Experiment	p. 198
Summary	p. 203
Acknowledgments	p. 204
References	p. 205
Hole Filling of 3D Model by Flipping Signs of Signed Distance Field in Adaptive Resolution	p. 207
Introduction	p. 207
Hole Filling by Minimizing the Curvature of the Interpolating Surface	p. 209
Computing Initial State from Real Surfaces	p. 210
Hole Filling by Minimizing the Area of Interpolating Surface	p. 214
Experiments	p. 223
Conclusion	p. 231
Acknowledgments	p. 232
References	p. 232
Color Analysis
Simultaneous Registration of 2D Images onto 3D Models for Texture Mapping	p. 237
Introduction	p. 237
Preliminaries	p. 242
2D-3D Registration Algorithm	p. 246
Simultaneous Registration Algorithm	p. 258
Experiments and Results	p. 264
Conclusions	p. 267
Acknowledgments	p. 268
References	p. 268
Consistent Surface Color for Texturing Large Objects in Outdoor Scenes	p. 279
Introduction	p. 280
Reflection Model	p. 281
Estimating Surface Chromaticity	p. 282
Robust Framework for Outdoor Scenes	p. 285
Implementation and Experimental Results	p. 289
Conclusion	p. 291
Appendix	p. 293
Appendix 14.B	p. 294
Acknowledgments	p. 294
References	p. 294
Separating Illumination and Surface Spectral from Multiple Color Signals	p. 297
Introduction	p. 297
Theoretical Background	p. 299
Proposed Method: Separation using Multiple Color Signals	p. 301
Acquiring Scene Spectrums	p. 307
Implementation	p. 310
Experimental Results	p. 311
Conclusion	p. 319
Acknowledgments	p. 319
References	p. 319
Color Constancy through Inverse-Intensity Chromaticity Space	p. 323
Introduction	p. 323
Reflection Model	p. 326
Inverse-Intensity Chromaticity Space	p. 328
Computational Method to Estimate Illumination Chromaticity	p. 333
Discussion	p. 334
Experimental Results	p. 338
Conclusion	p. 348
Acknowledgments	p. 349
References	p. 349
Separating Reflection Components of Textured Surfaces using a Single Image	p. 353
Introduction	p. 353
Reflection Model	p. 358
Specular-to-diffuse mechanism	p. 360
Separation Method	p. 366
Implementation	p. 370
Discussion	p. 372
Experimental Results	p. 374
Conclusion	p. 375
	p. 378
	p. 378
Acknowledgments	p. 381
References	p. 382
Creating Photorealistic Virtual Model with Polarization-based Vision System	p. 385
Introduction	p. 385
Reflection Mechanism	p. 388
Polarization	p. 392
Data Acquisition System	p. 394
Separation of Reflection Components	p. 395
Parameter Estimation	p. 397
Synthesized Images	p. 398
Conclusion	p. 398
Acknowledgments	p. 399
References	p. 399
Digitizing Cultural Heritage
Classification of Bayon Faces	p. 405
Introduction	p. 405
Bayon face	p. 406
Classification technique	p. 408
Experiments	p. 413
Conclusion	p. 417
Acknowledgments	p. 417
References	p. 417
Illumination Simulation for Archaeological Investigation	p. 419
Introduction	p. 419
Related Work	p. 420
Acquisition of Geometric Information	p. 421
Acquisition of Photometric Information	p. 422
Fugoppe Cave	p. 422
Ozuka Tumulus	p. 427
Summary	p. 430
Acknowledgments	p. 430
References	p. 430
Editing, Retrieval, and Display System of Archeological Information on Large 3D Geometric Models	p. 441
Introduction	p. 442
Overview of Proposed System	p. 443
Browsing	p. 444
Associating Information	p. 446
Experimental Result	p. 450
Conclusion	p. 453
Acknowledgments	p. 453
References	p. 454
Virtual Asukakyo: Real-time Soft Shadows in Mixed Reality using Shadowing Planes	p. 457
Introduction	p. 457
Generation of Shadowing Planes and Basis Images	p. 458
Real-Time Shadowing Process	p. 463
Experimental Result	p. 464
Virtual Asukakyo Project	p. 466
Conclusion	p. 469
References	p. 470
Digital Restoration of the Nara Great Buddha	p. 473
Introduction	p. 473
Toudaiji and the Great Buddha	p. 474
Restoring the Buddha Statue	p. 475
Restoring the Buddha Palace	p. 476
Analysis	p. 477
Conclusion	p. 481
Acknowledgments	p. 483
References	p. 483
Gallery
References	p. 497
Index	p. 501
Table of Contents provided by Publisher. All Rights Reserved.

Digitally Archiving Cultural Objects

At a Glance

Hardcover

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How to return your order

Defective items

You Can Find This Book In

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