Automating Information Extraction from Three-Dimensional Scan Data

Abstract

This project determined the viability of using body-scanning technology for apparel order entry. The completed system is able to, three-dimensionally scan the human form, automatically derive tailoring measurements and compute clothing sizes. This report covers Automatic Information Extraction from 3D Scan Data (Phases I, II, and III), including: I. Measurement Extraction Software, II. Size Selection Software, III. Field Implementation Testing. Benefits from this project are; Cost reductions, Improved order responsiveness, Enhanced quality through error reduction, Apparel planning and design data. A whole body scanner acquired 3D images of the human form. Software was developed to derive tailoring measurements, utilizing artificial intelligence coding to automatically determine measurement locations and paths without operator intervention. The resultant measurement data was evaluated against sizing tables to perform garment size selection. It has been determined that it is feasible to acquire human form measurements automatically. This process has the potential to boost the effectiveness and efficiency of the apparel ordering process, as a key part of the overall optimization of the ARN clothing, planning, stocking, and issuance process.

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Document Details

Document Type
Technical Report
Publication Date
Nov 27, 1999
Accession Number
ADA375245

Entities

People

  • Bruce Koehler
  • Stephen Addleman

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Accuracy
  • Artificial Intelligence
  • Computer Programming
  • Computer Programs
  • Computers
  • Control Systems
  • Cost Reductions
  • Costs
  • Geometry
  • Image Processing
  • Management Personnel
  • Manufacturing
  • Measurement
  • Operating Systems
  • Personnel Management
  • Three Dimensional
  • User Interface

Readers

  • Computer Science.
  • Medical Imaging.
  • Software Engineering

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference