Computer Vision-Project 1 Python Image Library and Smoothing Operators Solved

To learn python image library and smoothing operators

Specifications:

1.    You need to install python with related packages so that you should be able display and edit every image.

2.    Filtering: Design 3x3 and 5x5 kernels with all 1s. Then, apply your filter to images, such as lena and cameraman.

3.    Convolution: Design a kernel, which is a matrix like [ 0.25 0.50 0.25 / 0.5 1

0.5 / 0.25 0.5 0.25]. Then apply your Kernel to images.

4.Gaussian Filter: Design 7x7 Gaussian filter. Then, apply your Kernel to images.

Discussions:

1.    Analyze result images from the previous three implementation

2.    What are effects of each kernel to images?