This is an intermediate tutorial on person re-identification methods. The expected audience for this tutorial can be categorized in the following groups:

• PhD candidates in computer vision beyond the second year of their studies.
• Experts of other computer science and pattern recognition fields that want to get an in-depth knowledge of what is currently the best-practice of a state-of-the-art re-identification system.
• Researchers (postdoc, faculty, engineers, etc.), familiar with face recognition, multi-person tracking, camera networks, biometric systems, are also a suitable audience.