| Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 |
| Petr Hurtík, Vojtěch Molek, Jan Hůla, Marek Vajgl, Pavel Vlašánek, Tomáš Nejezchleba ... other authors |
| Year: 2021, |
journal article
|
| Continuous spatial pooling |
| Vojtěch Molek, Petr Hurtík, Pavel Vlašánek |
| Year: 2020 |
presentations (congresses, symposia, conferences, workshops)
|
| Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function |
| Petr Hurtík, Vojtěch Molek, Jan Hůla |
| Year: 2020, IEEE Transactions on Fuzzy Systems |
journal article
|
| F-Transform and Convolutional NN:Cross-Fertilization and Step Forward |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2020 |
abstract in proceedings
|
| Novel dimensionality reduction approach for unsupervised learning on small datasets |
| Petr Hurtík, Vojtěch Molek, Irina Perfiljeva |
| Year: 2020, PATTERN RECOGN |
journal article
|
| Poly-YOLO |
| Jan Hůla, Vojtěch Molek, Petr Hurtík, Marek Vajgl, Pavel Vlašánek |
| Year: 2020 |
software
|
| Training neural network over encrypted data |
| Vojtěch Molek, Petr Hurtík |
| Year: 2020 |
abstract in proceedings
|
| YOLO-ASC: You Only Look Once And See Contours |
| Petr Hurtík, Vojtěch Molek, Pavel Vlašánek |
| Year: 2020 |
abstract in proceedings
|
| Classification of dragonflies with computationally restricted deep neural network |
| Vojtěch Molek, Stanislav Ožana, Michal HYKEL |
| Year: 2019 |
abstract in proceedings
|
| Convolutional Neural Networks with Interpretable Kernels |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2019 |
abstract in proceedings
|
| Dragonflies classification with Convolutional Neural Networks |
| Vojtěch Molek, Stanislav Ožana, Michal HYKEL |
| Year: 2019 |
abstract in proceedings
|
| Fuzzy preprocessing for semi-supervised image classification in modern industry |
| Petr Hurtík, Vojtěch Molek |
| Year: 2019 |
abstract in proceedings
|
| How difficult is it to turn an amateur into an ?expert? in Odonata identification? |
| Stanislav Ožana, Vojtěch Molek, Michal Hykel, Michal Burda, Marek Malina, Martin Prášek, Aleš Dolný ... other authors |
| Year: 2019 |
presentations (congresses, symposia, conferences, workshops)
|
| Jak těžké je učinit amatéra odborníkem na determinaci organismů? |
| Stanislav Ožana, Vojtěch Molek, Michal HYKEL, Michal Burda, Marek Malina, Martin Prášek, Aleš Dolný ... other authors |
| Year: 2019 |
presentations (congresses, symposia, conferences, workshops)
|
| Refining boundaries of YOLO detector |
| Vojtěch Molek, Petr Hurtík |
| Year: 2019 |
presentations (congresses, symposia, conferences, workshops)
|
| Scale-Space Theory, F-transform kernels and CNN Realization |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2019 |
abstract in proceedings
|
| Universal preprocessing for Neural Networks given by Image Represented by a Fuzzy Function |
| Petr Hurtík, Vojtěch Molek, Jan HŮLA |
| Year: 2019 |
abstract in proceedings
|
| Discovering basic kernels in the first layer of a CNN |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2018 |
presentations (congresses, symposia, conferences, workshops)
|
| Discovering basic kernels in the first layer of a CNN |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2018 |
abstract in proceedings
|
| Dragonflies classification with CNN |
| Vojtěch Molek |
| Year: 2018 |
presentations (congresses, symposia, conferences, workshops)
|
| Image contours detection with deep features and SVM |
| Vojtěch Molek |
| Year: 2018 |
abstract in proceedings
|
| Implementing Ft kernels into Convolutional Neural Networks |
| Vojtěch Molek |
| Year: 2018 |
presentations (congresses, symposia, conferences, workshops)
|
| International Student Conference on Applied Mathematics and Informatics |
| Vojtěch Molek |
| Year: 2018 |
organizing conference, workshop
|
| Synthetic dataset for compositional learning |
| Vojtěch Molek, Jan HŮLA |
| Year: 2018 |
presentations (congresses, symposia, conferences, workshops)
|
| Synthetic dataset for compositional learning |
| Vojtěch Molek, Jan HŮLA |
| Year: 2018 |
abstract in proceedings
|
| Convolutional Neural Networks with the F-transform Kernels |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2017 |
presentations (congresses, symposia, conferences, workshops)
|
| Convolutional Neural Networks with the F-transform Kernels |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2017 |
abstract in proceedings
|
| Image contours detection with deep features |
| Vojtěch Molek |
| Year: 2017 |
presentations (congresses, symposia, conferences, workshops)
|
| Image contours detection with deep features and SVM |
| Vojtěch Molek |
| Year: 2017 |
presentations (congresses, symposia, conferences, workshops)
|
| International Student Conference on Applied Mathematics and Informatics |
| Vojtěch Molek |
| Year: 2017 |
organizing conference, workshop
|
| Computer graphics algorithms and structures - Workbook |
| Alexej Kolcun, Pavel Vlašánek, Vojtěch Molek |
| Year: 2016 |
learning texts, university textbooks, tutorials, handbooks
|
| Relationship between convolutional neural networks and F-transform |
| Vojtěch MOLEK, Irina Perfiljeva |
| Year: 2016 |
presentations (congresses, symposia, conferences, workshops)
|
| RELATIONSHIP BETWEEN CONVOLUTIONAL NEURAL NETWORKS AND F-TRANSFORM |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2016 |
presentations (congresses, symposia, conferences, workshops)
|
| RELATIONSHIP BETWEEN CONVOLUTIONAL NEURAL NETWORKS AND F-TRANSFORM |
| Vojtěch Molek, Irina Perfiljeva |
| Year: 2016 |
abstract in proceedings
|
| 2nd European Summer School on Fuzzy Logic and Applications |
| Petra Števuliáková, Martin Štěpnička, Antonín Dvořák, Petr Hurtík, Vojtěch Molek |
| Year: 2016 |
organizing conference, workshop
|
| Convolutional neural networks |
| Vojtěch Molek |
| Year: 2015 |
presentations (congresses, symposia, conferences, workshops)
|
| Paralelizace algoritmů pro kontextové zpracování rastrového obrazu |
| Vojtěch Molek |
| Year: 2015 |
presentations (congresses, symposia, conferences, workshops)
|
| Parallelization of the algorithms for the context processing of raster images |
| Vojtěch Molek |
| Year: 2015 |
abstract in proceedings
|
No record found.
