Web Reference: 2 days ago · This is done by convolving an image with a normalized box filter. It simply takes the average of all the pixels under the kernel area and replaces the central element. In this lecture, we will see how to apply Filters on Images using OpenCV. We will use low-pass filters to blur images and high-pass filters to sharpen them. By applying a low pass filter, we can remove any noise in the image. High pass filters help in detecting the edges. The OpenCV library provides cv2.filter2D () function. It performs convolution of the original image by a kernel of a square matrix of size 3X3 or 5X5 etc.
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