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Published byGary Jennings Modified over 9 years ago
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Modeling And Visualization Of Aboriginal Rock Art in The Baiame Cave
Sabry El-Hakim, Michel Picard Visual Information Technology, National Research Council Canada John Fryer School of Engineering, University of Newcastle, Australia
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Where is Newcastle?
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Outline Motivation and requirements. Proposed approach. Movie
Some Details Results of Modeling the Baiame cave. Conclusions.
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Why 3D Modeling / Digital Archiving for Cultural Heritage ?
Documentation in case of loss or damage Educational resource Visualization from new viewpoints Interaction without risk of damage Virtual tourism and virtual museums
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Australia’s Aboriginal Rock Art
World’s oldest art Unprotected - Fast deteriorating Inaccessible – Not enjoyed by most Why Baiame?
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The Baiame Cave Location
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Requirements High geometric accuracy Complete detail Photo-realism
Low cost Portability
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Automated Image-Based
Current Techniques Direct Tracing Photography Field Notes Traditional Rock Art Surveying Photogrammetry Standard Mapping Laser Scanning Automated Image-Based Emerging 2-D Only 3-D on selected points only Potential full 3-D with photo-realism
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Comments and Objective
The efficient integration of image-based modeling and laser scanning, each where best suited, for recording Aboriginal rock art is the objective of this research.
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Technology Selection Image-Based Methods Low cost sensor
Require features ** Difficult on fine details Object size independent Manageable data size Portable Laser Scanning High cost sensor ** No features required Give fine details Object size a factor Huge data size Bulky ** The problems for this application
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Error Sources : Image-based, Laser-scan and Geometric Configurations (see example)
Mainly B/D (base/depth) ratio B is the component parallel to the object. B/D Ratio Images 1-3 Good Images 3-2 Poor
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- Compression & editing
The Proposed Solution Laser Scanning 3D Geometry Capture Digital Imaging Texture Capture Surveying Reference Frame Scans Registration Noise filtering Bundle Adjustment Texture Registration With 3D Geometry Post Processing - Compression & editing - Texture matching Visualization
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Rock Art in Baiame Cave - The Movie
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Problems With Rock Art Modeling (Image-Based Techniques)
Difficult to find ideal locations to take the images (rocks, trees, water,..etc) Insufficient features in multiple images No geometric constraints to increase automation
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Problems With Art Rock (Laser Scanning)
Texture / color acquisition: most scanners do not provide good solution Registration of scans and scans with texture: require features Noise level, particularly for lower cost scanners: Noise level can be the same size as many geometric details (the rocks)
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Best Solution Geometry from laser scanner to get all geometric details
Texture from a separate high resolution digital camera
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But we must have accurate registration, even without common features or targets, otherwise:
Features spanning two images may not align Geometry and color do not match
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Texture Mapping Correct registration but texture color / lighting must be corrected Uncontrolled illumination
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The Baiame Cave , Data Collection
Riegl® Z210i Leica® Total Station + Nikon® Cool Pix digital camera
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Surveying Useful Points
Not useful: no detectable geometry in the 3D model
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Image Locations Top view Available image locations
Poor geometric configurations
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Commercial Software Tools
PolyWorks® D Modeling ShapeCapture® Bundle Adjustment 3ds max® Rendering Adobe Premier® Movie Editing
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Accuracy Numbers Laser scanning: +/- 30 mm Surveying: +/- 2-3 mm
Bundle Adjustment: X: +/- 13 mm, Y: +/- 9 mm, Z: +/- 11 mm
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Image-Based Model
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Scanner Model
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Comments on the Results
The results of the laser scanner were noisy and did not capture all fine geometric details. This caused problems with registration, particularly since the data had to be smoothed to reduce the noise. The image-based model was not detailed enough and resulted in unrealistic 3D experience.
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Conclusions Our approach uses some surveying, laser scanning, digital images with a bundle adjustment to register the texture with geometry without targeted points. The resulting model is realistic and was created in a short time at low cost. It is still not clear what accuracy is really needed. Although rocks do not need to be modeled with high accuracy, poor accuracy will result in visible registration errors.
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