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Problem Statement

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Able to interpolate new views. Automatically adjust texture for lighting conditions. Have algorithm interpolate new points to make a dense wireframe model ... – PowerPoint PPT presentation

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Title: Problem Statement


1
Problem Statement
Future Work
  • Automatically adjust texture for lighting
    conditions
  • Have algorithm interpolate new points to make a
    dense wireframe model
  • Expand input set to arbitrary videos or pictures
  • Construct a 3-Dimensional Model of a subjects
    face from 2-D images or video
  • Could be useful for face recognition, e.g.
    identifying suspects from surveillance footage

4) Output
  • Apply texture to model
  • Render using OpenGL
  • Able to interpolate new views

Algorithm
  • Assumptions
  • Cameras may be uncalibrated
  • Certain views should be available
  • Favorable lighting conditions
  • No occlusions

3) Model Creation
1) User Input
2) Estimation
  • Automatically estimates 3D Coordinates using a
    pair of images
  • Based on algorithm proposed by Weng, Huang, and
    Ahuja, 1989
  • Estimates camera parameters to within a scaling
    factor
  • Merge 3 estimates by minimizing mean square error
    to get robust model
  • User loads various poses of subject
  • User marks several important points on each view

Special Thanks to Dr. Tsuhan Chen, Todd
Stephenson
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