Team


Staff

Prof.  Ing. Vanda Benešová, Ph.D.
vanda_benesova@stuba.sk
Research Interests: Computer vision (Object detection, Image segmentation, Medical imaging)
Teaching:  Computer vision, Digital processing of sound, image, and biosignals.


Ing. Peter Kapec, Ph.D.
peter.kapec@stuba.sk
Research Interests: Software visualization, Information and knowledge visualization, Graph visualization, Computer Graphics, Programming Languages
Teaching: Data Visualization, Principles of Computer Graphics and Image Processing, Introduction to Interactive Applications Development


Ing. Jakab Marek, Ph.D.
marek.jakab@stuba.sk
Research Interests: computer vision, object detection
Dissertation thesis: Object Detection and Recognition Using Methods of Computer Vision

Ing. Lukáš Hudec, Ph.D.
lukas.hudec@stuba.sk
Research Interests: computer vision, object segmentation detection and localization
Dissertation thesis: Texture analysis and synthesis using neural networks

Teaching: Neural networks


Ing. Miroslav Laco,Ph.D.
 miroslav.laco@stuba.sk
Research Interests: computer vision, visual attention
Dissertation thesis:
Modelling visual attention using applied principles of computer vision

Teaching: Human-computer interaction


Ph.D. Students


Ing. Igor Jánoš
igor.janos@stuba.sk
Research Interests: Deep learning, video compression, computer vision
Dissertation thesis:
Diploma thesis:
Production of Digital Television Data Stream
Bachelor thesis:
Real-time Image Processing 


Ing. Maroš Kollár
maros.kollar@stuba.sk
Research Interests: Deep learning, generative models, computer vision
Dissertation thesis:
Diploma thesis:
Multiclass texture synthesis using generative adversarial networks
Bachelor thesis:
Personalized recommendation on the Web


Ing. Martin Dubovský
martin.dubovsky@stuba.sk
Research Interests: AI in UX, Human – AI Interaction
Dissertation thesis:
Diploma thesis: 

Bachelor thesis: 

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Ing. Ahmed Lotfi Alqnatri
ahmed.alqnatri@stuba.sk
Research Interests: Deep learning, vision transformers, computer vision, LLM
Dissertation thesis:
Research of new methods of computer vision processing in medical applications using artificial intelligence
Diploma thesis:
Interpretability and explainability of deep learning systems in the domain of medical image data processing
Bachelor thesis:
Processing of medical image data by computer vision methods and deep neural networks

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Ing. Matej Halinkovic
matej.halinkovic@stuba.sk
Research Interests:
Computer vision, multimodal deep learning,  attention-based architectures, explainable deep learning
Dissertation thesis: Research methods of using deep neural networks in computer vision
Diploma thesis:
Interpretability and explainability of deep learning systems in the domain of microscopic medical imaging
Bachelor thesis: 
Music Analysis Using Artificial Neural Networks

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Ing. Tibor Sloboda
tibor.sloboda@stuba.sk
Research Interests: Computer Vision, Multimodal Deep Learning, Natural Language Processing, Large Language Models
Dissertation thesis:
Application of multimodal learning to the fusion of tabular and vision data
Diploma thesis:
Explainable transformation of histological stains in medical images using generative neural networks
Bachelor thesis:
Detection and classification of primary ciliary dyskinesia cells from microscopy images

 

Former Ph.D. Students

Ing. Miroslav Laco,Ph.D.

Dissertation thesis: Modelling visual attention using applied principles of computer vision


Ing. Jakab Marek, Ph.D.

Dissertation thesis: Object Detection and Recognition Using Methods of Computer Vision


Ing. Lukáš Hudec, Ph.D.

Dissertation thesis: Texture analysis and synthesis using neural networks


Ing. Patrik Polatsek, PhD.
Dissertation thesis: Human Visual Attention Modeling in Video Sequences Using Computer Vision Methods 


Ing. Andrej Fogelton, PhD.
Dissertation thesis: Object Class Recognition

Ing. Martin Tamajka
Research Interests: computer vision, medical image processing, segmentation and over-segmentation, ML and deep learning in medical imaging

Ing. Lukáš Samuel Marták (Currently at the Johannes Kepler University Linz)
Research Interests: Deep learning, Digital signal processing, Music information retrieval


Ing. Štefan Grivalský
Research Interests: computer vision, medical image processing, segmentation, ML, and deep learning in medical imaging

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Ing. Matej Kompánek
matej.kompanek@stuba.sk
Research Interests: computer vision, medical image processing, segmentation, ML, and deep learning in medical imaging

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Mgr. Kostiantyn Rudenko


Former  Master’s Students