Computer Vision

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Introduction



Camera Calibration



Basic Computer Vision

  • Image Filters
    • Smoothing
    • Edge Detection
  • Hough Transformation
    • Detecting lines in images
    • Detecting Circles in images
    • Detecting generic parametric shapes
  • Stereo Vision
    • Disparity Maps



Advanced Computer Vision

  • Building Codebooks from Codewords
    • K-Means Clustering To Find Codewords
  • Deep Learning
    • Convolutional Neural Networks (CNN)
    • Recursive Convolutional Neural Networks (RCNN)



Software Tools



External Resources