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This research evaluates 3D data conversion and visualization software packages for preserving cultural heritage, engineering drawings, simulation results, and medical data. It addresses challenges in managing diverse file formats, comparing and relating 3D data, designing scalable appraisal approaches, and formulating basic archival appraisal questions. The study focuses on the impact of 3D data conversions, quality of conversion software, and decision support for target format selection. It proposes a methodological approach using graph models to optimize conversion paths and preserve information effectively.
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Appraisal of 3D Data Conversions and Visualization Software Packages Peter Bajcsy, PhD - Research Scientist, NCSA - Adjunct Assistant Professor ECE & CS at UIUC - Senior Associate Director Center for Humanities, Social Sciences and Arts (CHASS), Illinois Informatics Institute (I3), UIUC
Acknowledgement • This research was partially supported by a National Archive and Records Administration (NARA) supplement to NSF PACI cooperative agreement CA #SCI-9619019. • The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the National Archive and Records Administration, or the U.S. government. • Contributions by: Peter Bajcsy, Kenton McHenry, Rob Kooper, Michal Ondrejcek, William McFadden, Sang-Chul Lee, David Clutter and Alex Yahja Imaginations unbound
Outline • Introduction • Problem Formulation • Approach • Prototype Solution -Polyglot • Conclusions
Why Appraisal of 3D Digital Data? • Preservation of cultural heritage • Museums, Libraries • Preservation of engineering drawings • Companies: Boeing, John Deere, GM • Government agencies: NASA, DoD • Preservation of architectural designs • Construction and architecture firms • Preservation of simulation results • Companies: Caterpillar, Ford • Government agencies: EPA, FEMA, DoD • Preservation of medical data • Companies: GM • Government agencies: DoD Imaginations unbound
How To Share 3D Data? • Many File Formats • Complex & Proprietary • Standards (adoption & implementation) • Packaging • One file • Many files • Embedded in a container(e.g., PDF, HDF) Imaginations unbound
How to Compare and Relate 3D Data? • Example Data: Torpedo Weapon Retriever 841 • 784 existing 2D image drawings and 73 3D CAD models • How to establish relationships among the 3D CAD models and 2D image drawings during a product lifecycle? Hypothetical Distribution of 3D CAD models for TWR 841 Imaginations unbound
How to Design Scalable Appraisal Approaches? • Scalability of appraisals with increasing heterogeneity of information, dimensionality of data and volume of electronic records • How should appraisal process change as 3D data is added to file containers? • How should appraisal process change as 3D+time, 2D+spectrum, 3D+time+spectrum, nD, … • How should appraisal operations be designed to accommodate growing volume of electronic records? Imaginations unbound
Problem Formulation Imaginations unbound
Basic Archival Appraisal Questions • Are the 3D formats well formed? • Can we identify a minimal set of information to preserve? • Is there an optimal format to convert to? • Can we quantify 3D noise introduced during conversions? • Can we quantify differences in renderings?
Current Focus on 3D Data Conversions 3D file format conversions are inevitable since • (a) various software packages support importing and exporting different file formats, • (b) many file formats are retired or deprecated over time, • (c) the cost of preserving the existing large number of file formats is too high. There is a need to understand the impact of 3D data conversions and the quality of the used conversion and visualization software with respect to information preservation . Imaginations unbound
A Subset of Conversion Related Problems • Problem #1: Appraisal of conversion paths for a given pair of source and target file formats • Problem #2: Appraisal of conversion software • Problem #3: Decision support for a target file format selection • Problem #4: Decision support for information preservation metrics Imaginations unbound
Approach Imaginations unbound
Methodology • Design a graph model of the conversion space • Assign characteristics to nodes and edges of the graph • Find all paths that connect source and target nodes of the graph • Evaluate dissimilarity metrics and computational costs • Analyze and appraise accordingly • Optimally process for preservation Imaginations unbound
Graph Model of Conversion Space Imaginations unbound
Graph Nodes: 3D File Format Survey From www.turbosquid.com ~ 3D market place
Graph Oriented Edges: 3D Software Survey Adobe 3D Reviewer
Dissimilarity Metrics (Work in Progress) • 2D histograms, e.g., spin images, • 3D light fields, e.g., visual hull, • metadata, e.g., header information and material properties, • appearance, e.g., screen snapshots, ….. • . • . • . Spin Images [Johnson, PAMI ‘99] - Construct 2D histograms for each vertex: - a: distance to plane represented by vertex normal - b: distance to vertex on this plane -Cluster histograms for each model -Compare using Euclidean distance Imaginations unbound
Observations: Conversion of X3D to STEP to X3D Software: X3dToVrml97 X3D WRL Software: A3D Reviewer Software: A3D Reviewer Nothing! Software: Vrml97ToX3d WRL X3D STEP
Observations: STP to X3D to STP A3D Reviewer STP Vrml97ToX3d WRL X3dToVrml97 A3D Reviewer STP WRL X3D
Prototype System: Polyglot Imaginations unbound
Current Components of Polyglot • Input/Output Graph • Around 140 file formats (graph nodes) • Seven open source software packages (Blender 2.46, CyberwarePlyTool (iplytool-071024), K3D 0.6.7, VTK 5.2.1, Wings 3D 0.99.02, NIST's Vrm97ToX3d v1.0, NIST's x3dv2) • One commercial package (Adobe 3D Reviewer) • Conversion Service • Scripted execution • Visualization Service Imaginations unbound
Input/Output Graphs Adobe 3D Reviewer
Input/Output Graphs Several converters
Shortest Path From Input/Output Graphs Shortest Path
Conversion Service • Challenges with conversion software: • No application programming interfaces (API) for import and export functionality in software packages • Software packages are closed source • Software packages are user interface driven • Approach: The conversion is automated by using the Windows AutoHotKey scripting language • http://www.autohotkey.com/ • Limitations: Only one conversion can be executed at the same time with one software package due to license issues Imaginations unbound
Polyglot as a Web Service: Upload/Convert/Download View after downloading using a Desktop Tool Imaginations unbound
Polyglot as a Web Service: Find Mapping • Specify Source and Target File Format Imaginations unbound
Polyglot as a Web Service: Display/Interact/Visually Compare Imaginations unbound
Conclusions Imaginations unbound
Current Status • For us, Polyglot is a research prototype that serves as a foundation for addressing basic archival appraisal questions • Noise introduced by conversions • Quality control • Appraisal scalability • There is a value in our better understanding of computational and storage costs associated with preserving 3D data • Our current work also enables addressing the questions introduced at the beginning, for example, discovering relationships and 3D comparisons (work in progress) Imaginations unbound
Collaboration Areas with PRONOM/DROID/JHOVE Teams • 2D Image (JPEG) • 3D Data (IGS) Imaginations unbound
Questions • Project URL: http://isda.ncsa.uiuc.edu/NARA/index.html and http://isda.ncsa.uiuc.edu/CompTradeoffs/ • Publications – see our URL at http://isda.ncsa.uiuc.edu/publications • Peter Bajcsy; email: pbajcsy@ncsa.uiuc.edu