Pascal Fua

EPFL IC IINFCOM CVLAB
BC 310 (Bâtiment BC)
Station 14
1015 Lausanne

Web site:  Web site:  https://cvlab.epfl.ch/

Web site:  Web site:  https://sin.epfl.ch

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Administrative data

Fields of expertise

Computer Vision, Biomedical Imaging, and Machine Learning

Publications

Infoscience publications

Selected publications

Teaching & PhD

Teaching

Computer Science

Communication Systems

Courses

Introduction to machine learning

Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.

Computer vision

Computer Vision aims at modeling the world from digital images acquired using video or infrared cameras, and other imaging sensors. We will focus on images acquired using digital cameras. We will introduce basic processing techniques and discuss their field of applicability.