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Michal Kawulok
Tytuł
Cytowane przez
Cytowane przez
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Selecting training sets for support vector machines: a review
J Nalepa, M Kawulok
Artificial Intelligence Review 52 (2), 857-900, 2019
3352019
Data augmentation for brain-tumor segmentation: a review
J Nalepa, M Marcinkiewicz, M Kawulok
Frontiers in computational neuroscience 13, 83, 2019
2812019
Particle swarm optimization for hyper-parameter selection in deep neural networks
PR Lorenzo, J Nalepa, M Kawulok, LS Ramos, JR Pastor
Proceedings of the genetic and evolutionary computation conference, 481-488, 2017
2792017
Spatial-based skin detection using discriminative skin-presence features
M Kawulok, J Kawulok, J Nalepa
Pattern Recognition Letters 41, 3-13, 2014
1332014
Advances in face detection and facial image analysis
M Kawulok, E Celebi, B Smolka
Springer, 2016
1272016
Training-and test-time data augmentation for hyperspectral image segmentation
J Nalepa, M Myller, M Kawulok
IEEE Geoscience and Remote Sensing Letters 17 (2), 292-296, 2019
972019
Deep Learning for Multiple-Image Super-Resolution
M Kawulok, P Benecki, S Piechaczek, K Hrynczenko, D Kostrzewa, ...
IEEE Geoscience and Remote Sensing Letters, 2019
952019
Self-adaptive algorithm for segmenting skin regions
M Kawulok, J Kawulok, J Nalepa, B Smolka
EURASIP Journal on Advances in Signal Processing 2014, 1-22, 2014
952014
Validating hyperspectral image segmentation
J Nalepa, M Myller, M Kawulok
IEEE Geoscience and Remote Sensing Letters 16 (8), 1264-1268, 2019
862019
Hand landmarks detection and localization in color images
T Grzejszczak, M Kawulok, A Galuszka
Multimedia Tools and Applications 75, 16363-16387, 2016
792016
Fast propagation-based skin regions segmentation in color images
M Kawulok
2013 10th IEEE International Conference and Workshops on Automatic Face and …, 2013
772013
Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks
PR Lorenzo, J Nalepa, B Bobek-Billewicz, P Wawrzyniak, G Mrukwa, ...
Computer methods and programs in biomedicine 176, 135-148, 2019
602019
Support vector machines training data selection using a genetic algorithm
M Kawulok, J Nalepa
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2012
592012
Adaptive memetic algorithm enhanced with data geometry analysis to select training data for SVMs
J Nalepa, M Kawulok
Neurocomputing 185, 113-132, 2016
562016
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors
J Nalepa, PR Lorenzo, M Marcinkiewicz, B Bobek-Billewicz, ...
Artificial intelligence in medicine 102, 101769, 2020
552020
Fast and accurate hand shape classification
J Nalepa, M Kawulok
Beyond Databases, Architectures, and Structures: 10th International …, 2014
542014
A memetic algorithm to select training data for support vector machines
J Nalepa, M Kawulok
Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014
532014
Wrist localization in color images for hand gesture recognition
J Nalepa, T Grzejszczak, M Kawulok
Man-Machine Interactions 3, 79-86, 2014
532014
Precise multi-level face detector for advanced analysis of facial images
M Kawulok, J Szymanek
IET image processing 6 (2), 95-103, 2012
532012
Towards on-board hyperspectral satellite image segmentation: Understanding robustness of deep learning through simulating acquisition conditions
J Nalepa, M Myller, M Cwiek, L Zak, T Lakota, L Tulczyjew, M Kawulok
Remote sensing 13 (8), 1532, 2021
372021
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