Image Processing, Image Smoothing, Edge Detection and Transforms

Last update: Aug 17, 2022

Related tags

Deep Learning cvdl-hw1

Overview

opevcvdl-hw1

This project uses openCV and Qt to achieve the requirements.

Version

Python 3.7
opencv-contrib-python 3.4.2.17
Matplotlib 3.1.1
pyqt5 5.15.1

Requirements

Image Processing

Load Image File : Open a new window to show the image and show the height and width of the image in console mode
Color Separation : Extract 3 channels of the image BGR to 3 separated channels and open 3 new windows to show result images
Image Flipping : Flip the image and open a new window to show the result
Blending : Combine two images and use trackbar to change the weights and show the result in the new window

Image Smoothing

Median Filter
Gaussian Blur
Bilateral Filter

Edge Detection

Gaussian Blur
Sobel X : Use Sobel edge detection to detect vertical edge by your own 3x3 Sobel X operator
Sobel Y : Use Sobel edge detection to detect horizontal edge by your own 3x3 Sobel Y operator
Magnitude

Transforms

Rotation
Scaling
Translation

Owner

Kenny Cheng

Master Student at NCKU Autonomous Vehicles Team

Kenny Cheng

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