Search Results - "Vrskova, Roberta"

A New Deep-Learning Method for Human Activity Recognition by Vrskova, Roberta, Kamencay, Patrik, Hudec, Robert, Sykora, Peter

“…Currently, three-dimensional convolutional neural networks (3DCNNs) are a popular approach in the field of human activity recognition. However, due to the…”
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Human Activity Classification Using the 3DCNN Architecture by Vrskova, Roberta, Hudec, Robert, Kamencay, Patrik, Sykora, Peter

“…Interest in utilizing neural networks in a variety of scientific and academic studies and in industrial applications is increasing. In addition to the growing…”
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A New Approach for Abnormal Human Activities Recognition Based on ConvLSTM Architecture by Vrskova, Roberta, Hudec, Robert, Kamencay, Patrik, Sykora, Peter

“…Recognizing various abnormal human activities from video is very challenging. This problem is also greatly influenced by the lack of datasets containing…”
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Pressure mapping tool for the correct footprint learning in the home environment by Vrskova, Roberta, Hudec, Robert

“…In this paper, novel system for monitoring of foot surface is described. Firstly, the hardware part using Arduino Due and Velostat (Conductive material) was…”
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Hyperparameter Tuning of ConvLSTM Network Models by Vrskova, Roberta, Sykora, Peter, Kamencay, Patrik, Hudec, Robert, Radil, Roman

“…Deep learning algorithms have achieved amazing performance in computer vision area. However, a biggest problem deep learning has, is the high dependency on…”
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Recognition of Human Activity and Abnormal Behavior using Deep Neural Network by Vrskova, Roberta, Hudec, Robert, Kamencay, Patrik, Sykora, Peter

“…Recognizing various abnormal activities of human behavior from video is very challenging. The overall results are affected by the available data-sets. The…”
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Violent Behavioral Activity Classification Using Artificial Neural Network by Vrskova, Roberta, Hudec, Robert, Sykora, Peter, Kamencay, Patrik, Benco, Miroslav

“…Detection of video information is a great help in classifying non-standard / abnormal human behavior. It is more difficult to detect objects from videos when…”
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Education of Video Classification Based by Neural Networks by Vrskova, Roberta, Hudec, Robert, Sykora, Peter, Kamencay, Patrik, Radilova, Martina

“…In this paper an artificial neural network for video classification were presented. Artificial neural networks were essential part of the video classification…”
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Comparison of convolutional neural network in Python environment on CPU and GPU by Sykora, Peter, Sinko, Martin, Vrskova, Roberta, Kamencay, Patrik, Hudec, Robert

“…the comparison of the convolutional neural network in Python environment is presented in this paper. The Anaconda platform provides free and easy to use tools…”
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Innovative 3D Reconstruction Method based on Patch Based Technique using Neural Network by Kamencay, Patrik, Radilova, Martina, Radil, Roman, Benco, Miroslav, Hudec, Robert, Vrskova, Roberta

“…In this paper, the innovative 3D reconstruction method of human skull, based on the patch based technique using Convolutional Neural Network (CNN) is proposed…”
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