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Computer Vision techniques on Photmetric Stereoand Color, Neighborhood Processingand Filters, Harris Corner Detector and Optical Flow, Image Alignment and Stitching, Bag-of-Words and CNNs for Image Classification.

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Computer Vision

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Welcome to my Computer Vision reposetory! Here you will find various Computer Vision related projects on topics as Photmetric Stereoand Color, Neighborhood Processingand Filters, Harris Corner Detector and Optical Flow, Image Alignment and Stitching, Bag-of-Words and CNNs for Image Classification.

Image decomposition and reconstruction.

Image recoloring.

Three examples highlighting color correction failures in images with high focus on single colors.

Denoised Salt & Pepper image.

Kobi Gabor segmentation.

Original image with the corner points plotted on it (left), followed by the image derivatives Ix (center) and Iy (right).

Optical flow vectors for pairs of images.

Matching points between the two images.

A peaceful tram scene magically appeared from two separate pictures.

Examples of visual words per class which have meaningful interpretation for humans. Every row represents a different class. From the top to the bottom we illustrate airplane, bird, car, ship and horse classes.

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Computer Vision techniques on Photmetric Stereoand Color, Neighborhood Processingand Filters, Harris Corner Detector and Optical Flow, Image Alignment and Stitching, Bag-of-Words and CNNs for Image Classification.

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  • MATLAB 54.7%
  • HTML 12.2%
  • Python 10.9%
  • Makefile 6.1%
  • TeX 5.7%
  • C++ 3.5%
  • Other 6.9%