Image Analysis
(MO445/MC940A)

Prof. Alexandre Xavier Falcão

February 1, 2024

Datasets
Notebooks with PyIFT code
Overview of the course
Fundamentals of image processing (Part I)
Fundamentals of image processing (Part II)
Fundamentals of image processing (Part III)
Fundamentals of image processing (Part IV)
Image filtering by connected operators
Introduction to image representation
Region-based image representation
Shape-based image representation (Part I)
Shape-based image representation (Part II)
Introduction to image description
Histogram of gradients
Bag of visual words
Segmentation
Classification
Convolutional Neural Networks for Segmentation and Classification
Clustering and Classification by Optimum-Path Forest