What type of image operation can convolution perform?1 pointEdge detection SharpeningBlurringAll of the above
Question
What type of image operation can convolution perform?1 pointEdge detection SharpeningBlurringAll of the above
Solution
Convolution can perform all of the above image operations. It can perform edge detection, sharpening, and blurring.
-
Edge Detection: Convolution is used in edge detection by applying an edge detection kernel (like the Sobel, Prewitt, or Roberts operator) to the image. This highlights areas of the image with rapid intensity change, which are typically edges.
-
Sharpening: Convolution can also be used to sharpen an image. This is done by applying a sharpening kernel to the image, which enhances the edges and fine details in the image.
-
Blurring: Convolution can be used to blur an image by applying a blurring or smoothing kernel to the image. This reduces the noise and detail in the image, making it appear blurred.
So, the answer is "All of the above".
Similar Questions
What can be achieved with convolution operations on Images?1 pointEdge DetectionImage SmoothingImage BlurringNoise FilteringAll of the above
In a convolutional neural network, the ______________ operation helps to detect edges and textures within an image.
In a Convolutional Neural Network, the operation helps detect spatial hierarchies in the input image.
What are Intensity Transformations? 1 pointUsed for blurringUsed for edge detection Changing an image one pixel at a time None of the above
1.Which library is used to demonstrate convolutions on a 2D grayscale image in the given example?
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.