Pattern Theory and Applications

This is the main page of a graduate-level course in pattern theory, machine learning, pattern formation, pattern recognition and computer vision being taught in 2013/1 at the Polytechnic Institute IPRJ/UERJ. It is generally useful for computer scientists, statisticians, and applied mathematicians.

General Info

• Instructor: prof. Ricardo Fabbri, Ph.D. Brown University
• Meeting times: Tues 6pm-7:40pm, Weds 5pm - 6:40pm
• Forum for file exchange and discussion: uerj.tk
• Evaluation criteria: Final grade = projects (60%), class participation (20%) and reading summaries (20%).

Pre-requisites

• Undergraduate-level mathematics and probability (will review as needed)

Main Resources

Lectures

Partial listing & Tentative Outline

1. Overview of pattern theory and classic pattern recognition

Keywords

Portuguese: Teoria dos Padrões, Reconhecimento de Padrões, Visão Computacional, Inteligência Artificial, Formação de Padrões