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Image Processing

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This repository contains materials and projects developed during the Image Processing course at the Federal University of Alfenas. Credits to Professor Luiz Eduardo da Silva for the provided materials.



💻 Contents

The course covers the following topics:

  1. Fundamentals of Image Processing

    • Visual perception
    • Sampling and quantization
    • Binary image
  2. Image Transforms

    • Image enhancement
    • Image segmentation
  3. Image Compression

    • Compression techniques
  4. Representation and Description

    • Mathematical morphology
  5. Image Processing Libraries

    • OpenCV and Pillow
  6. Color Images

    • Color models and processing
  7. Segmentation

    • Image segmentation techniques
  8. Morphological Operations

    • Erosion, dilation, thinning, and reconstruction



📁 Developed Projects

The following projects were developed as part of this course:

  1. Beans Counting



📚 Bibliography

  • GONZALEZ, R.C. Processamento de Imagens Digitais, Edgard Blücher, São Paulo, 2000.