Program Overview
This Computer Vision & Biometrics program equips students with advanced techniques to analyze biometric data and develop computer vision systems. Through hands-on experiments and collaborations with industry experts, graduates gain expertise in protecting biometric data, designing inclusive systems, and solving real-world challenges in healthcare, security, and agriculture. The program emphasizes responsible data use and fair treatment of individuals' data.
Program Outline
Outline:
Computer Vision & Biometrics
Objectives
- Contribute to more accurate healthcare diagnoses, secure identification, and sustainable agriculture practices through advanced computer vision systems.
- Enable computers to understand images and patterns through the analysis of biometric data like fingerprints, facial scans, or voiceprints.
- Solve key challenges when it comes to dealing with biometric data, such as securing data and designing inclusive and unbiased electronic systems.
Content
- System-level analysis of biometric data
- Advanced techniques to analyse biometric data, develop sensors, and process signals
- Computer vision techniques to extract meaningful information from images and detect image manipulations
- Pattern recognition and machine learning techniques to identify and categorise patterns within data
Course Schedule
- Advanced Computer Vision and Pattern Recognition: Object, place, and face recognition to automatically analyse and extract information from images or videos.
- Introduction to Biometrics: Various modalities of biometric recognition, including face, iris, fingerprint, and finger vein recognition.
- Advanced Topics in Biometrics: Performance and effectiveness of biometric systems with limited amounts of data.
Individual Modules
- Biometric Privacy Protection: Methods to protect biometric data, especially in facial recognition situations.
- Automated Facial Recognition Systems: Effectiveness at border control.
- Fingerprint Recognition System Selection: Best system for police use.
Teaching:
Methods
- Traditional lectures
- Hands-on experiments
- Real-life case studies in collaboration with government and police
Faculty
- Dr. Luuk Spreeuwers, Programme mentor Computer Vision & Biometrics
Unique Approaches
- Collaboration with the Netherlands Forensic Institute (NFI) on biometric data protection methods.
Careers:
Potential Career Paths
- Computer vision engineer
- Biometrics engineer
- Data scientist
- Software developer
- Researcher
Opportunities
- Work in industries such as healthcare, security, and agriculture.
- Develop innovative solutions to real-world challenges.
- Contribute to the advancement of computer vision and biometrics technology.
Outcomes
- Graduates with a solid foundation in computer vision and biometrics.
- Graduates with the skills to design, implement, and evaluate biometric and computer vision systems.
- Graduates with an understanding of the responsible use of data, privacy protection, and fair treatment of individuals' data.
University of Twente Summary
Overview:
University of Twente (UT) is a research university located in Enschede, Netherlands. It is known for its entrepreneurial spirit and strong focus on technology and innovation.
Student Life and Campus Experience:
The University of Twente offers a vibrant campus experience with opportunities to join student teams, associations, and participate in sports. Students can expect a diverse and international community.
Key Reasons to Study There:
Entrepreneurial Focus:
UT is known for its entrepreneurial spirit and encourages students to develop innovative ideas and solutions.Strong Research:
The university boasts state-of-the-art research institutes and lab facilities in various fields, including nanotechnology, biomedical technology, IT, and engineering.International Environment:
UT attracts students and researchers from around the world, fostering a diverse and global learning environment.Academic Programs:
UT offers a wide range of bachelor's and master's programs across various disciplines, including:
Business Studies and Public Policy
Engineering & Technology
Information Technology (IT)
Life Sciences & Medicine
Natural Sciences
Social Sciences
Other:
The university also provides education for professionals and prospective students through online courses (MOOCs), PhD and EngD programs, pre-university programs, and Studium Generale lectures.