Course Content
Fundamentals of Image Manipulation with Python
Arithmetic 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.
Swipe to show code editor
- Read two images: Store
"image1.jpg"
in the variableimage1
and"image2.jpg"
in the variableimage2
. - Perform a weighted sum of these two images, with
image1
as the first input. - 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.
Swipe to show code editor
- Read two images: Store
"image1.jpg"
in the variableimage1
and"image2.jpg"
in the variableimage2
. - Perform a weighted sum of these two images, with
image1
as the first input. - Display the resulting image.