Tuesday, March 26, 2013

Episode 26: Image Processing


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News
Tool of the Show
  • Jason: Moon Reader Pro+ (Android)
  • Patrick: Spaceteam (iOS)
Book of the Show


Image Processing

Overview
  • Image Processing: Image in -> image out
  • Image Analysis: Image in -> Measurements out
  • Image Understanding: Image in -> High level description out
Features & Methods
  • Matrices
  • Binary Images
  • Image Convolution
  • Histograms
  • Feature Vector
  • Artificial Intelligence
  • Singular Value Decomposition
  • Neural Networks
Challenges
  • Amount of Data to Process
  • Limited Bit Depth
  • Noise
  • Orientations
  • Occlusion
Tools
  • PIL
  • OpenCv
  • MatLab
  • Photoshop / Gimp