Wanda Benesova

According to our database, Wanda Benesova authored at least 48 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Attention-Enhanced Unpaired xAI-GANs for Transformation of Histological Stain Images.

Tibor Sloboda, Lukas Hudec, Matej Halinkovic, Wanda Benesova

J. Imaging, February, 2024

Improving radial lens distortion correction with multi-task learning.

Igor János, Wanda Benesova

Pattern Recognit. Lett., 2024

Intrinsically explainable deep learning architecture for semantic segmentation of histological structures in heart tissue.

Matej Halinkovic, Ondrej Fabian, Andrea Felsoova, Martin Kveton, Wanda Benesova

Comput. Biol. Medicine, 2024

2023

DeepLabV3+ Ensemble for Diagnosis of Cardiac Transplant Rejection.

Ivan Vykopal, Lukas Hudec, Martin Kveton, Ondrej Fabian, Andrea Felsoova, Wanda Benesova

Proceedings of the Computer Vision Systems: 14th International Conference, 2023

xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network.

Tibor Sloboda, Lukas Hudec, Wanda Benesova

Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Editable Stain Transformation of Histological Images Using Unpaired GANs.

Tibor Sloboda, Lukas Hudec, Wanda Benesova

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Multiclass Texture Synthesis Using Generative Adversarial Networks.

Maros Kollár, Lukas Hudec, Wanda Benesova

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

Interpretability of deep neural networks used for the diagnosis of Alzheimer's disease.

Tomás Pohl, Marek Jakab, Wanda Benesova

Int. J. Imaging Syst. Technol., 2022

SpringNet: A Novel Deep Neural Network Architecture for Histopathological Image Analysis.

Matej Halinkovic, Wanda Benesova

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

2021

Effects of individual's emotions on saliency and visual search.

Miroslav Laco, Patrik Polatsek, Simon Dekrét, Wanda Benesova, Martina Baránková, Bronislava Strnádelová, Jana Koróniová, Mária Gablíková

Vis. Comput., 2021

Single Image Automatic Radial Distortion Compensation Using Deep Convolutional Network.

Igor János, Wanda Benesova

CoRR, 2021

Improving a neural network model by explanation-guided training for glioma classification based on MRI data.

Frantisek Sefcik, Wanda Benesova

CoRR, 2021

Weighted multi-level deep learning analysis and framework for processing breast cancer WSIs.

Péter Bokor, Lukas Hudec, Ondrej Fabian, Wanda Benesova

CoRR, 2021

Unsupervised clustering-based analysis of the measured eye-tracking data.

Miroslav Laco, Wanda Benesova

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020

Partial disentanglement of hierarchical variational auto-encoder for texture synthesis.

Marek Jakab, Lukas Hudec, Wanda Benesova

IET Comput. Vis., 2020

Explaining Predictions of Deep Neural Classifier via Activation Analysis.

Martin Stano, Wanda Benesova, Lukas Samuel Martak

CoRR, 2020

Depth Perception Tendencies in the 3-D Environment of Virtual Reality.

Jana Polláková, Miroslav Laco, Wanda Benesova

Proceedings of the Computer Vision and Graphics - International Conference, 2020

2019

Segmentation of gliomas in magnetic resonance images using recurrent neural networks.

Stefan Grivalsky, Martin Tamajka, Wanda Benesova

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Transforming Convolutional Neural Network to an Interpretable Classifier.

Martin Tamajka, Wanda Benesova, Matej Kompanek

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Volumetrie Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network.

Matej Kompanek, Martin Tamajka, Wanda Benesova

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Explainable 3D convolutional neural network using GMM encoding.

Martin Stano, Wanda Benesova, Lukas S. Martak

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Depth perception tendencies on a widescreen display: an experimental study.

Miroslav Laco, Patrik Polatsek, Wanda Benesova

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Multi-modal brain tumor segmentation utilizing convolutional neural networks.

Marek Jakab, Marek Stevuliak, Wanda Benesova

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Interpretable diagnosis of breast cancer from histological images using Siamese neural networks.

Dominik Hradel, Lukas Hudec, Wanda Benesova

Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018

Eye blink completeness detection.

Andrej Fogelton, Wanda Benesova

Comput. Vis. Image Underst., 2018

Exploring visual attention and saliency modeling for task-based visual analysis.

Patrik Polatsek, Manuela Waldner, Ivan Viola, Peter Kapec, Wanda Benesova

Comput. Graph., 2018

Multimedia Retrieval that Works.

Ramazan Aygun, Wanda Benesova

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Polyphonic Note Transcription of Time-Domain Audio Signal with Deep WaveNet Architecture.

Lukas S. Martak, Márius Sajgalík, Wanda Benesova

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Texture Similarity Evaluation via Siamese Convolutional Neural Network.

Lukas Hudec, Wanda Benesova

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Computational models of shape saliency.

Patrik Polatsek, Marek Jakab, Wanda Benesova, Matej Kuzma

Proceedings of the Eleventh International Conference on Machine Vision, 2018

Depth in the visual attention modelling from the egocentric perspective of view.

Miroslav Laco, Wanda Benesova

Proceedings of the Eleventh International Conference on Machine Vision, 2018

Unsupervised similarity learning from compressed representations via Siamese autoencoders.

Marek Jakab, Wanda Benesova

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2016

Novelty-based Spatiotemporal Saliency Detection for Prediction of Gaze in Egocentric Video.

Patrik Polatsek, Wanda Benesova, Lucas Paletta, Roland Perko

IEEE Signal Process. Lett., 2016

Texture feature extraction using an orthogonal transform of arbitrarily shaped image regions.

Jaroslav Polec, Wanda Benesova, Radoslav Vargic, Ivana Ilcíková, Tibor Csóka

J. Electronic Imaging, 2016

Eye blink detection based on motion vectors analysis.

Andrej Fogelton, Wanda Benesova

Comput. Vis. Image Underst., 2016

Automatic brain segmentation method based on supervoxels.

Martin Tamajka, Wanda Benesova

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Texture aware image error concealment with fuzzy segmentation.

Ivana Ilcíková, Wanda Benesova, Jaroslav Polec, Tibor Csóka

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Visual attention in egocentric field-of-view using RGB-D data.

Veronika Olesova, Wanda Benesova, Patrik Polatsek

Proceedings of the Ninth International Conference on Machine Vision, 2016

2015

Augmented reality to promote collaborative and autonomous learning in higher education.

Jorge Martín-Gutiérrez, Peña Fabiani, Wanda Benesova, María Dolores Meneses Fernández, Carlos Efrén Mora Luis

Comput. Hum. Behav., 2015

Bottom-up saliency model generation using superpixels.

Patrik Polatsek, Wanda Benesova

Proceedings of the 31st Spring Conference on Computer Graphics, 2015

Texture aware image error concealment.

Ivana Uhlikova, Wanda Benesova, Jaroslav Polec, Tibor Csóka

Proceedings of the IEEE EUROCON 2015, 2015

3D object recognition based on local descriptors.

Marek Jakab, Wanda Benesova, Marek Racev

Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015

2012

Hazardous sign detection for safety applications in traffic monitoring.

Wanda Benesova, Michal Kottman, Oliver Sidla

Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012

2011

Real-time pose invariant logo and pattern detection.

Oliver Sidla, Michal Kottmann, Wanda Benesova

Proceedings of the Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques, 2011

2009

Towards complex visual surveillance algorithms on smart cameras.

Oliver Sidla, Norbert Brändle, Wanda Benesova, Marcin Rosner, Yuriy Lypetskyy

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2006

A multisensor system for texture-based high-speed hardwood lumber inspection.

Alfred Rinnhofer, Gerhard Jakob, Edwin Deutschl, Wanda Benesova, Jean-Philippe Andreu, Giuseppe Parziale, Albert Niel

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Feature Extraction from Micrographs of Forged Nickel Based Alloy.

Alfred Rinnhofer, Wanda Benesova, Gerhard Jakob, Manfred Stockinger

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Determining the Average Grain Size of Super-Alloy Micrographs.

Wanda Benesova, Alfred Rinnhofer, Gerhard Jakob

Proceedings of the International Conference on Image Processing, 2006