Network of Excellence Peer-to-Peer Tagged Media

Component-based Face Detector

Facial occlusions, due for example to sunglasses, hats, scarf, beards etc., can significantly affect the performance of any face recognition system. Unfortunately, the presence of facial occlusions is quite common in real-world applications especially when the individuals are not cooperative with the system such as in video surveillance scenarios. While there has been an enormous amount of research on face recognition under pose/illumination changes and image degradations, problems caused by occlusions are mostly overlooked.

Contact: Pascal Kelm, [Last name]@nue.tu-berlin.de