[AM10-4] Pattern recognition and matching

Pattern recognition is the process of classifying input data into objects or classes based on key features.

Introduction

Skills

• 16 - Differentiate among machine learning, data mining and pattern recognition
  Differentiate among machine learning, data mining and pattern recognition
• 17 - Explain the outcome of an artificial intelligence analysis e.g., edge recognition, including a discussion of what the human did not see that the computer identified and vice versa
  Explain the outcome of an artificial intelligence analysis e.g., edge recognition, including a discussion of what the human did not see that the computer identified and vice versa
• 18 - Explain the principles of pattern recognition
  Explain the principles of pattern recognition
• 19 - Apply a simple spatial mean filter to an image as a means of recognizing patterns
  Apply a simple spatial mean filter to an image as a means of recognizing patterns
• 20 - Construct an edge-recognition filter
  Construct an edge-recognition filter
• 21 - Design a simple spatial mean filter
  Design a simple spatial mean filter

Status

Contributors

• Rob Lemmens
  University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC)
  https://research.utwente.nl/en/persons/rob-lemmens