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Izabella Antoniuk
Izabella Antoniuk
Assistant Proffesor, Warsaw University of Life Sciences
Zweryfikowany adres z sggw.edu.pl
Tytuł
Cytowane przez
Cytowane przez
Rok
Deep learning methods for drill wear classification based on images of holes drilled in melamine faced chipboard
A Jegorowa, J Kurek, I Antoniuk, W Dołowa, M Bukowski, P Czarniak
Wood Science and Technology 55 (1), 271-293, 2021
152021
Data augmentation techniques for transfer learning improvement in drill wear classification using convolutional neural network
J Kurek, I Antoniuk, J Górski, A Jegorowa, B Świderski, M Kruk, ...
Machine Graphics and Vision 28, 2019
132019
Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes
J Kurek, I Antoniuk, B Świderski, A Jegorowa, M Bukowski
Sensors 20 (23), 6978, 2020
122020
Classifiers ensemble of transfer learning for improved drill wear classification using convolutional neural network
J Kurek, I Antoniuk, J Górski, A Jegorowa, B Świderski, M Kruk, ...
Machine Graphics & Vision 28 (1/4), 2019
122019
Prediction of Blueberry (Vaccinium corymbosum L.) Yield Based on Artificial Intelligence Methods
G Niedbała, J Kurek, B Świderski, T Wojciechowski, I Antoniuk, K Bobran
Agriculture 12 (12), 2089, 2022
112022
Generation of complex underground systems for application in computer games with schematic maps and L-systems
I Antoniuk, P Rokita
Computer Vision and Graphics: International Conference, ICCVG 2016, Warsaw …, 2016
112016
Decision Confidence Assessment in Multi-Class Classification
M Bukowski, J Kurek, I Antoniuk, A Jegorowa
Sensors 21 (11), 3834, 2021
102021
Procedural generation of adjustable terrain for application in computer games using 2D maps
I Antoniuk, P Rokita
Pattern Recognition and Machine Intelligence: 6th International Conference …, 2015
102015
Procedural generation of multilevel dungeons for application in computer games using schematic maps and L-system
I Antoniuk, P Rokita
Intelligent Methods and Big Data in Industrial Applications, 261-275, 2019
72019
Tool condition monitoring for the chipboard drilling process using automatic, signal-based tool state evaluation
B Świderski, I Antoniuk, J Kurek, M Bukowski, J Górski, A Jegorowa
BioResources 17 (3), 5349, 2022
62022
Time-efficient approach to drill condition monitoring based on images of holes drilled in melamine faced chipboard
A Jegorowa, I Antoniuk, J Kurek, M Bukowski, W Dołowa, P Czarniak
BioResources 15 (4), 9611, 2020
62020
Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process
A Przybyś-Małaczek, I Antoniuk, K Szymanowski, M Kruk, J Kurek
Sensors 23 (13), 5850, 2023
42023
Procedural generation of underground systems with terrain features using schematic maps and L-systems
I Antoniuk, P Rokita
Challenges of Modern Technology 7 (3), 8-15, 2016
42016
Automatic Estimation of Drill Wear Based on Images of Holes Drilled in Melamine Faced Chipboard with Machine Learning Algorithms
A Jegorowa, J Kurek, I Antoniuk, A Krupa, G Wieczorek, B Świderski, ...
Forests 14 (2), 205, 2023
32023
L-system application to procedural generation of room shapes for 3d dungeon creation in computer games
I Antoniuk, P Hoser, D Strzęciwilk
Advances in Soft and Hard Computing, 375-386, 2019
32019
Improved Drill State Recognition during Milling Process Using Artificial Intelligence
J Kurek, A Krupa, I Antoniuk, A Akhmet, U Abdiomar, M Bukowski, ...
Sensors 23 (1), 448, 2023
22023
Text area detection in handwritten documents scanned for further processing
JL Pach, A Krupa, I Antoniuk
Machine Graphics and Vision 29, 2020
22020
Prediction of Potato (Solanum tuberosum L.) Yield Based on Machine Learning Methods
J Kurek, G Niedbała, T Wojciechowski, B Świderski, I Antoniuk, ...
Agriculture 13 (12), 2259, 2023
12023
Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear
I Antoniuk, J Kurek, A Krupa, G Wieczorek, M Bukowski, M Kruk, ...
Sensors 23 (3), 1109, 2023
12023
Normal Patch Retinex robust algorithm for white balancing in digital microscopy
I Antoniuk, A Krupa, R Roszczyk
Machine Graphics and Vision 29 (1/4), 79-94, 2020
12020
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