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New End-to-End Strategy Based on DeepLabv3+ Semantic Segmentation for Human Head Detection

Sensors (Basel, Switzerland), 2021-08, Vol.21 (17), p.5848

2021

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Sequence of U-Shaped Convolutional Networks for Assessment of Degree of Delamination Around Scribe

International journal of computational intelligence systems, 2022-09, Vol.15 (1), p.1-11, Article 76

2022

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Person Detection for an Orthogonally Placed Monocular Camera

Journal of advanced transportation, 2020-10, Vol.2020 (2020), p.1-13

2020

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Optimization of a Depiction Procedure for an Artificial Intelligence-Based Network Protection System Using a Genetic Algorithm

Applied sciences, 2021-03, Vol.11 (5), p.2012

2021

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Memory Efficient Grasping Point Detection of Nontrivial Objects

IEEE access, 2021, Vol.9, p.82130-82145

2021

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Memory Efficient Deep Learning-Based Grasping Point Detection of Nontrivial Objects for Robotic Bin Picking

Journal of intelligent & robotic systems, 2024-07, Vol.110 (3), p.110, Article 110

2024

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Genetic Algorithm-Based Task Assignment for Fleet of Unmanned Surface Vehicles in Dynamically Changing Environment

Cybernetics and systems, 2024-08, Vol.55 (6), p.1314-1331

2024

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DEVELOPMENT OF IMAGE PROCESING SYSTEM FOR PERSON DETECTION

MM Science Journal, 2020-10, Vol.2020 (3), p.4000-4006

2020

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Centroid based person detection using pixelwise prediction of the position

Journal of computational science, 2022-09, Vol.63, p.101760, Article 101760

2022

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Medical Catheters Grasping Point Detection with Quality Control

16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021), p.408-418

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Comparison of ReLU and linear saturated activation functions in neural network for universal approximation

2019 22nd International Conference on Process Control (PC19), 2019, p.146-151

2019

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Novel Approach for Person Detection Based on Image Segmentation Neural Network

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), p.166-175

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Basic Urinal Flow Curves Classification with Proposed Solutions

Intelligent Systems and Applications, 2020, Vol.1250, p.737-746

2020

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Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based Approach

16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021), p.187-197

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Predictive Controller Based on Feedforward Neural Network with Rectified Linear Units

Intelligent Systems Applications in Software Engineering, 2019, Vol.1046, p.1-12

2019

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Development of Artificial Intelligence Based Module to Industrial Network Protection System

Intelligent Systems and Applications, 2020, Vol.1252, p.229-240

2020

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On Possibilities of Human Head Detection for Person Flow Monitoring System

Advances in Computational Intelligence, p.402-413

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IMC Strategy Using Neural Networks for 3D Printer Bed Temperature Control

Software Engineering Perspectives in Intelligent Systems, 2020, Vol.1294, p.979-989

2020

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Counting Livestock with Image Segmentation Neural Network

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), p.237-244

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Suitable ASP U-Net training algorithms for grasping point detection of nontrivial objects

2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), 2022, Vol.1, p.1586-1591

2022

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Automated Dataset Enhancement Using GAN for Assessment of Degree of Degradation Around Scribe

2023 9th International Conference on Control, Decision and Information Technologies (CoDIT), 2023, p.1454-1458

2023

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Multiple Objects Localization Using Image Segmentation with U-Net

2021 23rd International Conference on Process Control (PC), 2021, p.180-185

2021

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Efficient 2D Detection and Positioning of Complex Objects for Robotic Manipulation Using Fully Convolutional Neural Network

Advances in Science, Technology and Engineering Systems Journal (ASTESJ), 2021-04, Vol.6 (2), p.915-920

2021

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Rapid 2D Positioning of Multiple Complex Objects for Pick and Place Application Using Convolutional Neural Network

2020 24th International Conference on System Theory, Control and Computing (ICSTCC), 2020, p.213-217

2020

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Convolutional Neural Network for Sound Processing - Study of Deployed Application

2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA), 2019, p.1-5

2019

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New End-to-End Strategy Based on DeepLabv3+ Semantic Segmentation for Human Head Detection

Sequence of U-Shaped Convolutional Networks for Assessment of Degree of Delamination Around Scribe

Person Detection for an Orthogonally Placed Monocular Camera

Optimization of a Depiction Procedure for an Artificial Intelligence-Based Network Protection System Using a Genetic Algorithm

Memory Efficient Grasping Point Detection of Nontrivial Objects

Memory Efficient Deep Learning-Based Grasping Point Detection of Nontrivial Objects for Robotic Bin Picking

Genetic Algorithm-Based Task Assignment for Fleet of Unmanned Surface Vehicles in Dynamically Changing Environment

DEVELOPMENT OF IMAGE PROCESING SYSTEM FOR PERSON DETECTION

Centroid based person detection using pixelwise prediction of the position

Medical Catheters Grasping Point Detection with Quality Control

Comparison of ReLU and linear saturated activation functions in neural network for universal approximation

Novel Approach for Person Detection Based on Image Segmentation Neural Network

Basic Urinal Flow Curves Classification with Proposed Solutions

Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based Approach

Predictive Controller Based on Feedforward Neural Network with Rectified Linear Units

Development of Artificial Intelligence Based Module to Industrial Network Protection System

On Possibilities of Human Head Detection for Person Flow Monitoring System

IMC Strategy Using Neural Networks for 3D Printer Bed Temperature Control

Counting Livestock with Image Segmentation Neural Network

Suitable ASP U-Net training algorithms for grasping point detection of nontrivial objects

Automated Dataset Enhancement Using GAN for Assessment of Degree of Degradation Around Scribe

Multiple Objects Localization Using Image Segmentation with U-Net

Efficient 2D Detection and Positioning of Complex Objects for Robotic Manipulation Using Fully Convolutional Neural Network

Rapid 2D Positioning of Multiple Complex Objects for Pick and Place Application Using Convolutional Neural Network

Convolutional Neural Network for Sound Processing - Study of Deployed Application

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