Cognitec's research team uses and continually optimizes state-of-the-art face recognition methods, and concentrates development efforts on the invention of new techniques.
Internal research and participation in international research projects involve the following subjects:
- identification from photographs or video data using 3D facial images
- face recognition with low-resolution images and video material
- pose variation and partial occlusion in facial images
- tracking people in crowds, even when the face is not visible
Cognitec regularly sponsors international biometrics research conferences:
- IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems
- International Conference on Biometrics
Working with universities
University of Applied Sciences (Hochschule für Technik und Wirtschaft) Dresden
Since 2010, Cognitec has been working with the department of artificial intelligence at HTW Dresden on the development of intelligent service assistance systems/humanoid robots that will react naturally and intuitively to the human user. Face recognition can lend robots a multitude of capabilities: detecting faces, estimating a person's gender and age, following faces in space and sensing moods.
University of Surrey
Cognitec is working with the University of Surrey on face models and improved face recognition for facial information extracted from multiple frames in video sequences. This involves fitting a 2D or 3D morphable face model to input face images, without restriction to the subject’s pose.
Technical University Dresden
Cognitec supports research projects at the Institute of Mathematics at the TU Dresden that study support vector machines and numerical optimization.
International research projects
Cognitec is participating in the following research projects.
ABC4EU stands for Automated Border Control Gates for Europe. It is an EU wide project and involves a Consortium of 15 partners from 8 different countries, with a budget of 16,8 Million Euros, 70% EU funding. The aim is to make border control more flexible by enhancing the workflow and harmonizing the functionalities of Automated Border Control (ABC) gates, which are only one example of automation. Project started in January 2014 and will last for 3,5 years. The project is led by Indra Sistemas S.A. from Spain.
In the framework of the EmAsIn project, seven scientific and industrial partners recently joined forces to develop a new assistance system for people suffering from affective disorders or dementia. The assistance system is intended to receive a high degree of personalization, recognize habitual human communication patterns, deduce emotional and mental states from these patterns, and ultimately evolve from a technical tool into a competent assistant thanks to innovative interaction concepts. Read more.
Project website (in German)
The project aims to gain new insights about how assistance robots can be employed in the care of the elderly. Possible tasks carried out by such robots include night watch, helping with executing cognitive and motoric exercises, and providing support for therapists and carers. The two-year project started in April 2017 and is funded by the Free State of Saxony and by the European Union through EFRE (Europäischer Fonds für regionale Entwicklung; English: European Fund for Regional Development) with more than 800.000 Euro. Cognitec intends to contribute to the project with improvements of the existing face analysis technologies, both for person identification and for the estimation of person characteristics such as age and gender, taking into account the specific operating conditions of the assistance robots.