processamento-imagens-matheus 0.1

Image processing package using Skimage

Image Processing Packages

Description. The package processamento-imagens-matheus is used for:

• Processing:
  • Transfer histogram between two images.
  • Find differences between two images based on structural similarity index (SSIM).
  • Resize images with specified proportions.
  • Apply Gaussian and Sobel filters for smoothing and edge detection.
  • Rotate images by a specified angle.
• Utilities:
  • Read and save images.
  • Plot images, comparison results, and histograms (grayscale or RGB).

Installation

Use the package manager pip to install processamento-imagens-matheus

pip install processamento-imagens-matheus

Usage

from processing.combination import transfer_histogram, find_difference
from processing.transformation import resize_image, apply_gaussian_filter, apply_sobel_filter, rotate_image
from utils.io import read_image, save_image
from utils.plot import plot_image, plot_result, plot_histogram

# Transfer histogram between two images
image1 = read_image('path_to_image1.jpg')
image2 = read_image('path_to_image2.jpg')

matched_image = transfer_histogram(image1, image2)
plot_result(image1, image2, matched_image)

# Resize an image
resized_image = resize_image(image1, 0.5)
plot_image(resized_image)

# Apply Sobel filter
edges_image = apply_sobel_filter(image1)
plot_image(edges_image)

Author

Matheus Pizani

License

MIT