This project is about edge detection using Sobel operator combined with smoothing (Averaging and Gaussian filters) and thresholding. The project has four main goals which are: Implementation of ...

Let's go through each step below. Edge detection is affected by noise, so first we smooth out the image. The selection of the size of the Gaussian kernel with affect the performance of the edge ...

In this project, Python and OpenCV will be used to detect lane lines ... Apply gray scaling to the images. Apply Gaussian smoothing. Perform Canny edge detection. Determine the region of interest.

More specifically, we show how we used image distance estimates in order to improve the performance of the ubiquitous Gaussian smoothing filter in its role as a preprocessor for various edge-detection ...

are tedious, costly and time-consuming whereas edge detection techniques are fast and non-destructive testing methods. In this paper hyper smoothing function-based edge detection technique is proposed ...