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Fundamentals of Image Manipulation with Python
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Fundamentals of Image Manipulation with Python

Fundamentals of Image Manipulation with Python

IntroductionImport and Show the ImageSave ImagesArithmetic ProcessingImage ResizingErode ImagesSmoothingAdding Border to the ImageScaling, Rotating, Shifting and Edge DetectionDraw a LineDraw a Rectangle

bookArithmetic Processing

In OpenCV, arithmetical functions are a set of operations that can be performed on images, such as addition, subtraction, multiplication, and division. These functions are used to manipulate the pixel values of an image and can be used for image processing tasks such as image enhancement and thresholding.

Some examples of arithmetical functions in OpenCV include:

  • cv2.add(): Adds two images together element-wise.
  • cv2.subtract(): Subtracts one image from another element-wise.
  • cv2.multiply(): Multiplies two images together element-wise.
  • cv2.divide(): Divides one image by another element-wise.
  • cv2.addWeighted(): Performs a weighted sum of two images.
  • cv2.absdiff(): Computes the absolute difference between two images element-wise.

Note

Each of these functions perform element-wise operations.

Task

  1. Read two images: Store "image1.jpg" in the variable image1 and "image2.jpg" in the variable image2.
  2. Perform a weighted sum of these two images, with image1 as the first input.
  3. Display the resulting image.

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In OpenCV, arithmetical functions are a set of operations that can be performed on images, such as addition, subtraction, multiplication, and division. These functions are used to manipulate the pixel values of an image and can be used for image processing tasks such as image enhancement and thresholding.

Some examples of arithmetical functions in OpenCV include:

  • cv2.add(): Adds two images together element-wise.
  • cv2.subtract(): Subtracts one image from another element-wise.
  • cv2.multiply(): Multiplies two images together element-wise.
  • cv2.divide(): Divides one image by another element-wise.
  • cv2.addWeighted(): Performs a weighted sum of two images.
  • cv2.absdiff(): Computes the absolute difference between two images element-wise.

Note

Each of these functions perform element-wise operations.

Task

  1. Read two images: Store "image1.jpg" in the variable image1 and "image2.jpg" in the variable image2.
  2. Perform a weighted sum of these two images, with image1 as the first input.
  3. Display the resulting image.

Mark tasks as Completed
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Section 1. Chapter 4
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