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Programming Computer Vision with Python

This porject is built by lhsxb8

What is the project?

  • My daily record of study

APItest.py Abstract

  • the instance of using PIL.Image

    • Read and Save images

    • Load the images in special file

    • Switch special images into the format of jpeg

    • Creat a thumbnail

    • Copy and paste to the specific reigion

    • Resize and rotate the image

    • Show a image

  • the instance of using pylab

    • Draw some poing

    • Show the picture contour

    • Draw a hist

  • the instance of using Numpy

    • np.array()

    • Convert into grayscale map

    • Handle the grayscale map(square, compress,...)

    • Use CDF(cumulative distribution function)

  • the instance of using Scipy

    • Guassian Filter -grayscale map

    • Guassian Filter -color map

    • Sobel Filter

    • Gauss derivative

    • Binary open

    • Morphology test

    • Measurements.label

    • center_of_mass()

    • Quotient image

Other .py Abstract

  • Harris.py

    the test of Harris Corner Detection

  • PCA.py

    Principal Component Analysis

  • SIFT.py Scale-Invariant Feature Transform(based on David Lowe.In International Conference on Computer Vision,pages 1150-1157,1999)

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Programmming Computer Vision with Python (which mainly refer to this book)

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