Concepedia

Jakub Nalepa

JN

61

Publications

2.4K

Citations

29

H-Index

2013

Active since

Affiliations

Silesian University of Technology(Current)

Medical University of Silesia

European Space Research Institute

Łukasiewicz Research Network - Institute of Welding

The Maria Sklodowska-Curie National Research Institute of Oncology

Jakub Nalepa is an author at Silesian University of Technology specializing in engineering, deep learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningImage AnalysisComputer VisionComputer SciencePattern RecognitionMachine VisionHyperspectral Imaging

Publications per year

2013–2024

61

Publications

61

Particle swarm optimization for hyper-parameter selection in deep neural networks

Pablo Ribalta Lorenzo, Jakub Nalepa, Michał Kawulok et al. · Proceedings of the Genetic and Evolutionary Computation Conference · 2017 · 255 citations · Full text

Artificial Intelligence, Model Optimization, Convolutional Neural Network +15

Deep Learning for Multiple-Image Super-Resolution

Michał Kawulok, Paweł Benecki, Szymon Piechaczek et al. · IEEE Geoscience and Remote Sensing Letters · 2019 · 120 citations · Full text

Super-resolution Imaging, High Resolution, Machine Vision +14

Spatial-based skin detection using discriminative skin-presence features

Michał Kawulok, Jolanta Kawulok, Jakub Nalepa · Pattern Recognition Letters · 2013 · 107 citations · Full text

Face Detection, Facial Recognition System, Machine Vision +14

Training- and Test-Time Data Augmentation for Hyperspectral Image Segmentation

Jakub Nalepa, Michał Myller, Michał Kawulok · IEEE Geoscience and Remote Sensing Letters · 2019 · 101 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Validating Hyperspectral Image Segmentation

Jakub Nalepa, Michał Myller, Michał Kawulok · IEEE Geoscience and Remote Sensing Letters · 2019 · 97 citations · Full text

Precise Segmentation, Machine Learning, Engineering +18

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