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Last updated:

December 3, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

Machine Vision provides an intensive introduction to the process of generating a symbolic description of an environment from an image.

Lectures describe the physics of image formation, motion vision, and recovering shapes from shading. Binary image processing and filtering are presented as preprocessing steps. Further topics include photogrammetry, object representation alignment, analog VLSI and computational vision. Applications to robotics and intelligent machine interaction are discussed

Course Curriculum

  • General Introduction Unlimited
  • General Introduction (cont.) Unlimited
  • Constant Brightness Equation (cont.) Unlimited
  • Photometric Stereo Unlimited
  • Shape from Shading Unlimited
  • Shape from Shading (cont.) Unlimited
  • Shape from Gradient (cont.) Unlimited
  • Binary Image Processing Unlimited
  • Binary Image Processing (cont.) Unlimited
  • Binary Image Processing (cont.) Unlimited
  • Binary Image Processing (cont.) Unlimited
  • Binary Image Processing (cont.) Unlimited
  • The Euler Equations and their Applications Unlimited
  • Optical Flow Unlimited
  • Optical Flow (cont.) Unlimited
  • Optical Flow (cont.) Unlimited
  • Optical Flow (cont.) Unlimited
  • Optical Flow (cont.) Unlimited
  • Extended Gaussian Images Unlimited
  • Extended Gaussian Images (cont.) Unlimited
  • Extended Gaussian Images (cont.) Unlimited
  • Photogrammetry Unlimited

About the instructor

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Instructor Rating

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Courses

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Massachusetts Institute of Technology