Pristupačnost
Facial Age Estimation Models for Embedded Systems: A Comparative Study
Two-Model-Based Online Hand Gesture Recognition from Skeleton Data
TY-Net: Transforming YOLO for Hand Gesture Recognition
A Privacy Preservation Pipeline for Personally Identifiable Data in Images Using Convolutional and Transformer Architectures
Multiple Object Tracking for Football Game Analysis
System for Recognition and Evaluation of Handwritten Arithmetic Expressions
Experimental Evaluation of Deep Reinforcement Learning Algorithms
Implementation of Neural Network Using Programable Devices
Simulation and Analysis of Emotional Response of BDI Agents with Personality Modeling Support
Control of Physical System Computer Model Based on Artificial Intelligence Algorithms
I Know That Person: Generative Full Body and Face De-identification of People in Images
Face, hairstyle and clothing colour de- identification in video sequences
Multi-Class U-Net for Segmentation of Non-biometric Identifiers
Detection and Tracking of Players in Video Sequences of Sport Matches
Protecting the Privacy of Humans in Video Sequences using a Computer Vision-Based De- Identification Pipeline
Detection of Players in Video Recordings of Sports Matches
Detection and Localization of Persons in Images Using Convolutional Neural Networks
Product Recommendation System Based on Graph Database
Deep Learning Architectures for Tattoo Detection and De- identification
Towards Neural Art-based Face De-identification in Video Data
De-identifying people in videos using neural art
Parallel Implementation of Computer Vision Algorithms for Object Detection
Deep Metric Learning for Person Re-Identification and De-Identification
Controlable Virtual Human Model for De- identification in Video Sequences
Two-stage cascade model for unconstrained face detection
Tattoo Detection for Soft Biometric De-identification Based on Convolutional Neural Networks
Towards Reversible De-Identification in Video Sequences Using 3D Avatars and Steganography
Iterative Automated Foreground Segmentation in Video Sequences Using Graph Cuts
Person detection in images and video sequences based on machine learning
Detecting Humans in Videos by Combining Heterogeneous Detectors
Reversible de-identification in video sequences
Experimental Evaluation of Vehicle Detection Based on Background Modelling in Daytime and Night-Time Video
Application development using XPages technology
Automatic recognition of handwritten corrections for multiple-choice exam answer sheets
Detection and recognition of handwritten characters
Drum sound recognition in digital audio files
Agent-based simulation of group formations
Mobile application for user motion tracking
A model of fuzzy spatio-temporal knowledge representation and reasoning based on high-level Petri nets
Supporting automated grading of formative multiple choice exams by introducing student identifier matrices
Fuzzy spatio-temporal knowledge representation based on high-level Petri nets
TeMAS - a multi-agent system for temporally rich domains
A Knowledge Representation and Reasoning Based on Petri Nets with Spatio-Temporal Tokens
Infrared-Visual Image Registration Based on Corners and Hausdorff Distance
Corner-Based Infrared-Visual Image Registration.
Multiagent system simulator for temporally rich domains
Object-Oriented Simulator of Multi-Agent System for Temporally Rich Domains
Hierarchical Model of Multi-Agent System for Spatio-Temproal Rich Domains
Model of Multi-agent System for Temporally Rich Domains
Using neural nets for generating depth maps by stereo vision
Teaching
University undergraduate
- Computer Architecture 2 (Lecturer in charge, Lecturer in charge)
- Computer Architecture 2 (Lecturer in charge)
- Digital Logic (Lecturer in charge)
- Digital Logic (Lecturer in charge)
- Introduction to Pattern Recognition (Lecturer in charge)
- Introduction to Pattern Recognition (Lecturer in charge)
- Scripting Languages (Lecturer in charge, Lecturer in charge)
- Scripting Languages (Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Final BSc Project (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Project E (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Computer Vision (Lecturer in charge)
- Diploma thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (Lecturers)
Postgraduate doctoral study programme
- Models for representing images and video (Lecturer in charge)
- Multiprocessors and Parallel Systems (Lecturer in charge)
Competences
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Circuits and systems
Logic arrays Logic circuits Microprocessors Programmable circuits Logic devices -
Computers and information processing
Computer architecture Image processing Image analysis Image recognition Image registration Image segmentation Machine vision Pattern recognition -
Imaging
Stereo vision -
Computational and artificial intelligence
Learning (artificial intelligence) Backpropagation Semisupervised learning Supervised learning Unsupervised learning Machine learning Artificial neural networks Convolutional neural networks Multi-layer neural network -
Robotics and automation
Computer vision