Detail of the student project

List
Topic:Kouzelné zrcadlo
Department:Katedra kybernetiky
Supervisor:Ing. Vojtěch Franc, Ph.D.
Announce as:Diplomová práce, Bakalářská práce, Semestrální projekt
Description:The goal of the project is to develop "magic mirror" displaying human subject along with information of his/her current biological state that will be estimated in real-time from his/her face. The estimated information will involve the subject's identity, chronological age, gender, race, emotions, body temperature and heart beat rate. The project will involve creation of a benchmark dataset and statistical evaluation of the performance of the developed system.
Bibliography:- R. Spetlik, V. Franc, J. Cech, J. Matas. Visual Heart Rate Estimation with Convolutional Neural Network. In Proc. of British Machine Vision Conference, 2018.
- V. Khryashchev, A. Priorov, and A. Ganin. Gender and age recognition for video analytics solution. InIEEE Applied Imagery Pattern Recognition Workshop (AIPR), 2014
- Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou. ArcFace: Additive Angular Margin Loss for Deep Face Recognition. CVPR 2019.
Responsible person: Petr Pošík