Pristupačnost
Context-Aware Fine-Grained Product Recognition on Grocery Shelves
Template Matching in Images Using Segmented Normalized Cross-Correlation
Scalable Hypersphere Embedding For Semantic Metric Learning
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data
Enhanced Out-of-Stock Detection in Retail Shelf Images Based on Deep Learning
Detection of Tea Box Orientations in Retail Shelves Images
Multi-Class Price Tag Detection in Images of Supermarket Shelves
Enhancing Retail Product Recognition: Fine-Grained Bottle Size Classification
Knowledge Graph Dataset for Semantic Enrichment of Picture Description in NAPS Database
TY-Net: Transforming YOLO for Hand Gesture Recognition
Two-Model-Based Online Hand Gesture Recognition from Skeleton Data
Facial Age Estimation Models for Embedded Systems: A Comparative Study
A Privacy Preservation Pipeline for Personally Identifiable Data in Images Using Convolutional and Transformer Architectures
Multiple Object Tracking for Football Game Analysis
Center of Excellence for Computer Vision
Face, hairstyle and clothing colour de- identification in video sequences
Multi-Class U-Net for Segmentation of Non-biometric Identifiers
I Know That Person: Generative Full Body and Face De-identification of People in Images
Protecting the Privacy of Humans in Video Sequences using a Computer Vision-Based De- Identification Pipeline
Tattoo Detection for Soft Biometric De-identification Based on Convolutional Neural Networks
Python for the curious
Robot arm teleoperation via RGBD sensor palm tracking
Wireless Sensor Node Modelling for Energy Effciency Analysis in Data-Intensive Periodic Monitoring
Energy consumption and data amount reduction using object detection on embedded platform
Evaluating the Effects of Convolutional Neural Network Committees
Deep Metric Learning for Person Re-Identification and De-Identification
De-identifying people in videos using neural art
Detecting Humans in Videos by Combining Heterogeneous Detectors
Multiple-dataset Traffic Sign Classification with OneCNN
Exploiting temporal and spatial constraints in traffic sign detection from a moving vehicle
Automatic recognition of handwritten corrections for multiple-choice exam answer sheets
Experimental Evaluation of Vehicle Detection Based on Background Modelling in Daytime and Night-Time Video
Recognizing 3D Objects from a Limited Number of Views using Temporal Ensembles of Shape Functions
Temporal Ensemble of Shape Functions
Combining Spatio-Temporal Appearance Descriptors and Optical Flow for Human Action Recognition in Video Data
Towards Space-Time Semantics in Two Frames
Application of Augmented Reality for Supporting Instrument Service Tasks
Sliding Window Object Detection without Spatial Clustering of Raw Detection Responses
Addressing false alarms and localization inaccuracy in traffic sign detection and recognition
Supporting automated grading of formative multiple choice exams by introducing student identifier matrices
Histogram-Based Description of Local Space-Time Appearance
Real-time Detection and Recognition of Traffic Signs
An Experiment with Saccadic Eye Movement Simulation
Generative modeling of spatio-temporal traffic sign trajectories
Streamlining collection of training samples for object detection and classification in video
A computer vision assisted geoinformation inventory for traffic infrastructure
Towards automatic assessment and mapping of traffic infrastructure by adding vision capabilities to a geoinformation inventory
Detecting Vulnerabilities in Web Applications by Clustering Web Pages
Computer aided learning in internal medicine based on digital image processing
Improved software development as a key to company businesss growth
Generic Approach to Computer Vision
Infrared-Visual Image Registration Based on Corners and Hausdorff Distance
Tracking Objects Using Particle Filters
Project Retrospectives Method in Telecom Software Development
Object Detection Based on Gray-scale Morphology
Architecture and Implementation of a Computer Vision Component
A Managed Approach to Computer Vision
Corner-Based Infrared-Visual Image Registration.
Generic Software Component as a Foundation for Computer Vision Systems
Model-based Tracking of Laboratory Animals
Volume Rendering with Least Squares Spline Reconstruction
A System for Tracking Laboratory Animals Based on Optical Flow and Active Contours
Extracting the Canonical Set of Closed Contours Using the Best-First Search Algorithm
A Software Architecture for Image Acquisition and Camera Control in an Active Vision System
Optical Flow Estimation over Extended Image Sequence
Real-Time Object Tracking Based on Optical Flow and Active Rays
Restoration of images blurred by circular motion
Object Tracking Based on Optical Flow
Establishing Motion Correspondence for Moving Non-rigid Objects
Real-Time System for Analyzing Animal Motion
A Module for Automated Generation of Planar Object Descriptions
A Module for Automated Generation of Planar Object Descriptions
Generating KRP Object Descriptions
Generating descriptions of compound two-dimensional objects by using models and local symmetries
An algorithm for finding circular arcs in linear contour approximation
A Model Based Approach to Shape Decomposition
Utilizing Local Symmetries for Shape Decomposition
A Program System for the Simulation of a Single Instruction Computer
Teaching
University undergraduate
- Digital Logic (Lecturer in charge)
- Digital Logic (Lecturer in charge)
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Scripting Languages (Lecturer in charge, Lecturer in charge)
- Scripting Languages (Lecturer in charge)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Computer Vision (Lecturer in charge)
- Deep Learning 1 (Lecturer in charge)
- Deep Learning 1 (Lecturer in charge)
- High-Level Abstraction Programming (Lecturer in charge)
- Pattern Recognition (Lecturer in charge)
- Diploma thesis (Lecturers)
- Master Project (Lecturers)
- Mentored Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
Postgraduate doctoral study programme
- Dynamic Scene Analysis (Lecturer in charge)
- Multiprocessors and Parallel Systems (Lecturer in charge)
- Research seminar in electronics and computer engineering 1 (Lecturer in charge)
- Research seminar in electronics and computer engineering 2 (Lecturer in charge)
- Research seminar in electronics and computer engineering 3 (Lecturer in charge)
- Research seminar in electronics and computer engineering 4 (Lecturer in charge)
- Research seminar in electronics and computer engineering 5 (Lecturer in charge)
- Research seminar in electronics and computer engineering 6 (Lecturer in charge)
Competences
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Computers and information processing
Image processing Active shape model Blob detection Corner detection Feature extraction Gray-scale Image analysis Image segmentation Image sequences Machine vision Morphological operations Multiprocessing systems Pattern recognition Active shape model Activity recognition Clustering methods Nearest neighbor methods Pattern matching -
Computational and artificial intelligence
Supervised learning Unsupervised learning Machine learning Pattern analysis Artificial neural networks Feedforward neural networks Multi-layer neural network