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Main research areas
- Machine learning (research of new algorithms for machine learning and artificial intelligence)
- Big data (parallel and distributed algorithms for processing of large volumes of data)
- Computer vision (image content analysis, object detection and classification, object tracing, segmentation)
- Biomedicine (applications for e-health and telemedicine)
- Biometrics and anonymization (identification and verification of persons based on face recognition, advanced anonymization of faces, extraction of secondary biometric and non-biometric features - age, gender, etc.)
- 3D audio
Laboratory equipment
- Supercomputer equipped with several high-performance computing cards for acceleration of artificial intelligence calculations
Research groups
- The areas of artificial intelligence, data processing and analysis are dealt with by: Signal Processing Laboratory (SPLab).
Partneři
- Companies: 2N, Audified, AŽD Praha s.r.o., ČEPS, Honeywell, JIMI CZ a.s., Konica-Minolta, Tokoz a.s., 3S s.r.o.
Main practical research results
- Method of detecting attempts to unauthorized entry into protected areas (patent)
- Surveillance system interface with automatic analysis of audiovisual content
- Intelligent access and attendance system
- Intelligent monitoring tool
Main research publications
- Novel Method for Localization of Common Carotid Artery Transverse Section in Ultrasound Images Using Modified Viola-Jones Detector
- Automatically designed machine vision system for the localization of CCA transverse section in ultrasound images
- Digital Ownership Tags Based on Biometric Features of Iris and Fingerprint for Content Protection and Ownership of Digital Images and Audio Signals
- Crowdsourcing the creation of image segmentation algorithms for connectomics
- Multivariate classification of echellograms: a new perspective in Laser-Induced Breakdown Spectroscopy analysis
- Towards Robust Voice Pathology Detection