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: Synthesis of annotated textures using neural networks
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, UX in medicine
Dissertation thesis: Research of new methods of computer vision processing
in medical applications using artificial intelligence
Diploma thesis: High speed network impact and optimalisation of HbbTV application
Bachelor thesis: Information portal for HbbTV
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
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
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
Ing. Erika Váczlavová
erika.vaczlavova@stuba.sk
Research Interests: AI in UX, Human – AI Interaction, UX in medicine
Dissertation thesis: Research of the Human-centered AI in computer vision applications
Diploma thesis: Expert-in-the-loop of artificial intelligence in the medical domain
Bachelor thesis: Generator of analytic geometry problems – Conic sections – Circle
Former Ph.D. Students
Dissertation thesis: Modelling visual attention using applied principles of computer vision
Dissertation thesis: Object Detection and Recognition Using Methods of Computer Vision
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
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