Pristupačnost
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
Face, hairstyle and clothing colour de- identification in video sequences
Protecting the Privacy of Humans in Video Sequences using a Computer Vision-Based De- Identification Pipeline
De-identifying people in videos using neural art
Energy consumption and data amount reduction using object detection on embedded platform
Tattoo Detection for Soft Biometric De-identification Based on Convolutional Neural Networks
Deep Metric Learning for Person Re-Identification and De-Identification
Wireless Sensor Node Modelling for Energy Effciency Analysis in Data-Intensive Periodic Monitoring
Python for the curious
Robot arm teleoperation via RGBD sensor palm tracking
Evaluating the Effects of Convolutional Neural Network Committees
Multiple-dataset Traffic Sign Classification with OneCNN
Detecting Humans in Videos by Combining Heterogeneous Detectors
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
Automatic recognition of handwritten corrections for multiple-choice exam answer sheets
Temporal Ensemble of Shape Functions
Exploiting temporal and spatial constraints in traffic sign detection from a moving vehicle
Combining Spatio-Temporal Appearance Descriptors and Optical Flow for Human Action Recognition in Video Data
Sliding Window Object Detection without Spatial Clustering of Raw Detection Responses
Application of Augmented Reality for Supporting Instrument Service Tasks
Towards Space-Time Semantics in Two Frames
Histogram-Based Description of Local Space-Time Appearance
Supporting automated grading of formative multiple choice exams by introducing student identifier matrices
Addressing false alarms and localization inaccuracy in traffic sign detection and recognition
Real-time Detection and Recognition of Traffic Signs
A computer vision assisted geoinformation inventory for traffic infrastructure
Generative modeling of spatio-temporal traffic sign trajectories
Streamlining collection of training samples for object detection and classification in video
An Experiment with Saccadic Eye Movement Simulation
Towards automatic assessment and mapping of traffic infrastructure by adding vision capabilities to a geoinformation inventory
Improved Software Development as a Key to Company Businesss Growth
Detecting Vulnerabilities in Web Applications by Clustering Web Pages
Tracking Objects Using Particle Filters
Project Retrospectives Method in Telecom Software Development
Generic Approach to Computer Vision
Infrared-Visual Image Registration Based on Corners and Hausdorff Distance
A Managed Approach to Computer Vision
Generic Software Component as a Foundation for Computer Vision Systems
Architecture and Implementation of a Computer Vision Component
Corner-Based Infrared-Visual Image Registration.
Object Detection Based on Gray-scale Morphology
Model-based Tracking of Laboratory Animals
Volume Rendering with Least Squares Spline Reconstruction
Extracting the Canonical Set of Closed Contours Using the Best-First Search Algorithm
A System for Tracking Laboratory Animals Based on Optical Flow and Active Contours
A Software Architecture for Image Acquisition and Camera Control in an Active Vision System
Restoration of images blurred by circular motion
Optical Flow Estimation over Extended Image Sequence
Real-Time Object Tracking Based on Optical Flow and Active Rays
Object Tracking Based on Optical Flow
Establishing Motion Correspondence for Moving Non-rigid Objects
Object tracking based on sparse optical flow
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 duties
University undergraduate
- Digital Logic (Lecturer in charge)
- Introduction to Theoretical Computer Science (Lecturer in charge)
- Scripting Languages (Lecturer in charge)
- BSc Thesis (Lectures)
- Project (Lectures)
- Project C (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
University graduate
- Deep Learning (Lecturer in charge)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
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