Pristupačnost
Single-input interpretation of a deep classification neural network
Efficient Method for Robust Backdoor Detection and Removal in Feature Space Using Clean Data
Automated Detection and Segmentation of Teeth and Dental Procedures from Orthopantomograms
Extensive evaluation of image classifiers’ interpretations
FRAnomaly: flow-based rapid anomaly detection from images
Enhanced Out-of-Stock Detection in Retail Shelf Images Based on Deep Learning
Scalable Hypersphere Embedding For Semantic Metric Learning
Using artificial intelligence to identify human teeth in mixed dentition from orthopantomograms
Artificial intelligence in forensic medicine and forensic dentistry
Artificial Intelligence in Medicine and Dentistry
Detection and Segmentation of Radiolucent Lesions in the Lower Jaw on Panoramic Radiographs Using Deep Neural Networks
Enhancing Retail Product Recognition: Fine-Grained Bottle Size Classification
Modern technologies and artificial intelligence in archaeology and bioarchaeology
Multi-Class Price Tag Detection in Images of Supermarket Shelves
Framework for Illumination Estimation and Segmentation in Multi- Illuminant Scenes
Color constancy for non-uniform illumination estimation with variable number of illuminants
Shadows & Lumination: Two-illuminant multiple cameras color constancy dataset
Testing of the accuracy and reliability of automated dental status registration based on convolutional neural networks
Automated age and sex estimation from OPGs using artificial intelligence
Deep learning-based defect detection from sequences of ultrasonic B-scans
DefectDet: a deep learning architecture for detection of defects with extreme aspect ratios in ultrasonic images
Deep learning-based anomaly detection from ultrasonic images
One-net: Convolutional color constancy simplified
Autoencoder-based training for multi-illuminant color constancy
A Comprehensive Exploration of Neural Networks for Forensic Analysis of Adult Single Tooth X-Ray Images
Illuminant segmentation for multi-illuminant scenes using latent illumination encoding
Information technologies and artificial intelligence in dentistry
Essentials of Dental Medicine
Detection of Defective Bolts from Rotational Ultrasonic Scans Using Convolutional Neural Networks
NTIRE 2022 Challenge on Night Photography Rendering
Automated estimation of chronological age from panoramic dental X-ray images using deep learning
Automated recording of dental status using convolutional neural networks
Iterative Convolutional Neural Network-Based Illumination Estimation
Illumination estimation challenge: The experience of the first 2 years
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans
Automated Defect Detection from Ultrasonic Images Using Deep Learning
Generating ultrasonic images indistinguishable from real images using Generative Adversarial Networks
Artificial intelligence implementation in tooth identification from X-ray images
HD-RACE: Spray-based Local Tone Mapping Operator
Automated Sex Assessment of Individual Adult Tooth X-Ray Images
Rapid Defect Detection by Merging Ultrasound B- scans from Different Scanning Angles
Synthetic 3D Ultrasonic Scan Generation Using Optical Flow and Generative Adversarial Networks
Automated Ultrasonic Testing of Materials based on C-scan Flaw Classification
Outdoor daytime multi-illuminant color constancy
Ultrasound Anomaly Detection Based on Variational Autoencoders
Automated Age Estimation of Adult Panoramic Dental X-Ray Images
Possibilities of application of artificial intelligence in forensic dentistry
Illuminant estimation error detection for outdoor scenes using transformers
Center of Excellence for Computer Vision
Implementation of artificial intelligence in chronological age estimation from orthopantomographic X-ray images of archaeological skull remains
Ultrasound image analysis using autoencoder networks
Guiding the Illumination Estimation Using the Attention Mechanism
On Some Desired Properties of Data Augmentation by Illumination Simulation for Color Constancy
CroP: Color Constancy Benchmark Dataset Generator
Deep Learning-Based Illumination Estimation Using Light Source Classification
The Cube++ Illumination Estimation Dataset
Attention-based Convolutional Neural Network for Computer Vision Color Constancy
2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA)
Flaw Detection from Ultrasonic Images using YOLO and SSD
The Past and the Present of the Color Checker Dataset Misuse
Estimating Biological Gender from Panoramic Dental X-Ray Images
Gender Estimation from Panoramic Dental X-ray Images using Deep Convolutional Networks
Detection of roadside vegetation using Fully Convolutional Networks
Automatic Visual Reading of Meters Using Deep Learning
Application of artificial intelligence in dental age estimation
Dental age estimation from panoramic X-ray images using statistical models
Automated Computer Vision-Based Reading of Residential Meters
Detection and Localization of Spherical Markers in Photographs
Computer vision-based advanced driver assistance systems
Motion Estimation Aided Detection of Roadside Vegetation
Detection of Roadside Vegetation Using Features from the Visible Spectrum
CWT-based Detection of Roadside Vegetation Aided by Motion Estimation
Diabetic Retinopathy Image Database(DRiDB): A new database for diabetic retinopathy screening programs research
Segmentation and labeling of face images for electronic documents
Using self-organizing maps in the visualization and analysis of forest inventory
The method for automatic classification of EEG signals to detect PTSD
Estimation of stands parameters from IKONOS satellite images using textural features
System for Multiple Projector-Based Tiled Video Playback
Detecting Forest Damage in CIR Arial Photographs Using a Neural Network
A method for projector brightness calibration for tiled displays
Expert System Segmentation of Face Images
Artificial Neural Networks in the Assessment of Stand Parameters from an IKONOS Satellite Image
Automatic image analysis for personal identification documents
Definition of the role and importance of the hydro-meteorological data in the functioning of the electric power utilities on the open market
Calculation of Local Thermal-Hydraulic Conditions for Qualification of Safety Class Electrical Equipment
Modeling of Intraoperative Brain Shift for Registration
Model-based quantitative AAA image analysis using a priori knowledge
Region-Based Deformable Model for Aortic Wall Segmentation
Segmentation of infrarenal aortic aneurysm based on spiral CT data: A new approach using active contour models
Level Set Methods and Fast Marching Methods by James A. Sethian
Geometric deformablemodels for medical image analysis
3-D image analysis of abdominal aortic aneurysm
Segmentation of Abdominal Aortic Aneurysm Using Deformable Models
Virtual Dissection of the Colon
Shape-specific adaptations for level-set deformable model-based segmentation
3-D deformable model segmentation of abdominal aortic aneurysm
3-D deformable model for abdominal aortic aneurysm segmentation from CT images
3-D image analysis of abdominal aortic aneurysm
3-D deformable model for aortic aneurysm segmentation from CT images
Stereo visualization using VTK program library
Teaching
University undergraduate
- Digital Image Processing and Analysis (Lecturer in charge, Lecturer in charge)
- Digital Image Processing and Analysis (Lecturer in charge, Lecturer in charge)
- Information Processing (Lecturer in charge)
- Information Processing (Lecturer in charge)
- Signals and Systems (Lecturer in charge)
- Signals and Systems (Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Biomedical Image Analysis (Lecturer in charge)
- Deep Learning 2 (Lecturer in charge)
- Laboratory of Electronic and Computer Engineering 1 (Lecturer in charge)
- Machine Vision Systems (Lecturer in charge)
- Neural Networks (Lecturer in charge)
- Neural Networks (Lecturer in charge)
- Video Processing and Analysis (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (Lecturers)
Postgraduate doctoral study programme
- Digital Image Analysis (Lecturer in charge)
- Research seminar in information processing 1 (Lecturer in charge)
- Research seminar in information processing 2 (Lecturer in charge)
- Research seminar in information processing 3 (Lecturer in charge)
- Research seminar in information processing 4 (Lecturer in charge)
- Research seminar in information processing 5 (Lecturer in charge)
- Research seminar in information processing 6 (Lecturer in charge)
- Selected Topics in Digital Image Processing (Lecturer in charge)
Competences
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Computers and information processing
Image processing Image analysis Image classification Image motion analysis Image sequence analysis Image texture analysis Image color analysis Image recognition Image registration Image restoration Image segmentation -
Computational and artificial intelligence
Learning (artificial intelligence) Semisupervised learning Supervised learning Unsupervised learning Machine learning Artificial neural networks Convolutional neural networks Feedforward neural networks Multi-layer neural network Recurrent neural networks -
Engineering in medicine and biology
Biomedical image processing