Image Processing in OpenCV

• Changing Colorspaces

  Learn to change images between different color spaces. Plus learn to track a colored object in a video.

• Geometric Transformations of Images

  Learn to apply different geometric transformations to images like rotation, translation etc.

• Image Thresholding

  Learn to convert images to binary images using global thresholding, Adaptive thresholding, Otsu’s binarization etc

• Smoothing Images

  Learn to blur the images, filter the images with custom kernels etc.

• Morphological Transformations

  Learn about morphological transformations like Erosion, Dilation, Opening, Closing etc

• Image Gradients

  Learn to find image gradients, edges etc.

• Canny Edge Detection

  Learn to find edges with Canny Edge Detection

• Image Pyramids

  Learn about image pyramids and how to use them for image blending

• Contours in OpenCV

  All about Contours in OpenCV

• Histograms in OpenCV

  All about histograms in OpenCV

• Image Transforms in OpenCV

  Meet different Image Transforms in OpenCV like Fourier Transform, Cosine Transform etc.

• Template Matching

  Learn to search for an object in an image using Template Matching

• Hough Line Transform

  Learn to detect lines in an image

• Hough Circle Transform

  Learn to detect circles in an image

• Image Segmentation with Watershed Algorithm

  Learn to segment images with watershed segmentation

• Interactive Foreground Extraction using GrabCut Algorithm

  Learn to extract foreground with GrabCut algorithm