Music stimuli recognition from electroencephalogram signal with machine learning

Authors: Suto, Jozsef, Oniga, Stefan, Sitar, Petrica Pop

Source: 2018 7th International Conference on Computers Communications and Control (ICCCC) Computers Communications and Control (ICCCC), 2018 7th International Conference on. :260-264 May, 2018

Relation: 2018 7th International Conference on Computers Communications and Control (ICCCC)

Using Data Augmentation to Improve the Generalization Capability of an Object Detector on Remote-Sensed Insect Trap Images.

Authors: Suto, Jozsef^1,2 (AUTHOR) suto.jozsef@inf.unideb.hu

Source: Sensors (14248220). Jul2024, Vol. 24 Issue 14, p4502. 12p.

Subject Terms: *INSECT traps, *DATA augmentation, *INSECT pests, *DETECTORS, *INSECT populations

Recognition rate difference between real-time and offline human activity recognition

Authors: Suto, Jozsef, Oniga, Stefan, Lung, Claudiu, Orha, Ioan

Source: 2017 International Conference on Internet of Things for the Global Community (IoTGC) Internet of Things for the Global Community (IoTGC), 2017 International Conference on. :1-6 Jul, 2017

Relation: 2017 International Conference on Internet of Things for the Global Community (IoTGC)

Comparison of wrapper and filter feature selection algorithms on human activity recognition

Authors: Suto, Jozsef, Oniga, Stefan, Sitar, Petrica Pop

Source: 2016 6th International Conference on Computers Communications and Control (ICCCC) Computers Communications and Control (ICCCC), 2016 6th International Conference on. :124-129 May, 2016

Relation: 2016 6th International Conference on Computers Communications and Control (ICCCC)

Improving the generalization capability of YOLOv5 on remote sensed insect trap images with data augmentation.

Authors: Suto, Jozsef^1,2, suto.jozsef@inf.unideb.hu

Source: Multimedia Tools & Applications; Mar2024, Vol. 83 Issue 9, p27921-27934, 14p

A simple fast fourier transformation algorithm to microcontrollers and mini computers

Authors: Suto, Jozsef, Oniga, Stefan, Hegyesi, Gyula

Source: IEEE 18th International Conference on Intelligent Engineering Systems INES 2014 Intelligent Engineering Systems (INES), 2014 18th International Conference on. :61-65 Jul, 2014

Relation: 2014 18th International Conference on Intelligent Engineering Systems (INES)

Human activity recognition using neural networks

Authors: Oniga, Stefan, Suto, Jozsef

Source: Proceedings of the 2014 15th International Carpathian Control Conference (ICCC) Control Conference (ICCC), 2014 15th International Carpathian. :403-406 May, 2014

Relation: 2014 15th International Carpathian Control Conference (ICCC)

FPGA implemented reduced Ethernet MAC

Authors: Suto, Jozsef, Oniga, Stefan

Source: 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom) Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference on. :29-32 Dec, 2013

Relation: 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)

Developing a general purpose data collector framework for robots

Authors: Suto, Jozsef, Mate, Akos, Vegh, Janos, Oniga, Istvan

Source: Proceedings of the 13th International Carpathian Control Conference (ICCC) Carpathian Control Conference (ICCC), 2012 13th International. :690-693 May, 2012

Relation: 2012 13th International Carpathian Control Conference (ICCC)

Real-Time Lane Line Tracking Algorithm to Mini Vehicles

Authors: Suto Jozsef

Source: Transport and Telecommunication, Vol 22, Iss 4, Pp 461-470 (2021)

Subject Terms: autonomous vehicle, lane line detection, lane line tracking, hough transformation, Transportation and communication, K4011-4343

File Description: electronic resource

Relation: https://doaj.org/toc/1407-6179

Access URL: https://doaj.org/article/0cecf9d9d0fc4a31b1d6634b8f7b75db

The effect of hyperparameter search on artificial neural network in human activity recognition

Authors: Suto Jozsef

Source: Open Computer Science, Vol 11, Iss 1, Pp 411-422 (2021)

Subject Terms: human activity recognition, artificial neural network, deep learning, bayesian optimization, random hyperparameter search, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2299-1093

Access URL: https://doaj.org/article/0a3a16ae4ed440b3aed33c5bfd7cc117

Efficiency investigation from shallow to deep neural network techniques in human activity recognition

Authors: Suto, Jozsef, Oniga, Stefan

Source: In Cognitive Systems Research May 2019 54:37-49

Comparison of offline and real-time human activity recognition results using machine learning techniques

Authors: Suto, Jozsef, Oniga, Stefan, Lung, Claudiu, Orha, Ioan

Source: Neural computing & applications. 32(20):15673-15686

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100168129828.0x000001&indx=1&recIds=ETOCvdc_100168129828.0x000001

Efficiency investigation of artificial neural networks in human activity recognition

Authors: Suto, Jozsef, Oniga, Stefan

Source: Journal of ambient intelligence and humanized computing. 9(4):1049-1060

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100127122007.0x000001&indx=1&recIds=ETOCvdc_100127122007.0x000001

Plant leaf recognition with shallow and deep learning: A comprehensive study.

Authors: Suto, Jozsef^1,2 (AUTHOR) suto.jozsef@inf.unideb.hu

Source: Intelligent Data Analysis. 2020, Vol. 24 Issue 6, p1311-1328. 18p.

Subject Terms: *FOLIAGE plants, *PLANT classification, *COMPUTER vision, *PLANT species, *MACHINE learning, *DEEP learning, *HYPERACCUMULATOR plants

Music Stimuli Recognition in Electroencephalogram Signal.

Authors: Suto, Jozsef¹, suto.jozsef@inf.unideb.hu, Oniga, Stefan^1,2

Source: Electronics & Electrical Engineering; 2018, Vol. 24 Issue 4, p68-71, 4p

Codling Moth Monitoring with Camera-Equipped Automated Traps: A Review.

Authors: Suto, Jozsef

Source: Agriculture; Basel; Oct2022, Vol. 12 Issue 10, pN.PAG-N.PAG, 18p

Subject Terms: CODLING moth, COMPUTER vision, PEST control, APPLE orchards, INSECT trapping, CROP losses

Activity Recognition in Adaptive Assistive Systems Using Artificial Neural Networks.

Authors: Oniga, Stefan^1,2, oniga.istvan@inf.unideb.hu, Suto, Jozsef¹

Source: Electronics & Electrical Engineering; 2016, Vol. 22 Issue 1, p77-81, 5p

A New Relation between "Twiddle Factors" in the Fast Fourier Transformation.

Authors: Suto, Jozsef^1,2, suto.jozsef@inf.unideb.hu, Oniga, Stefan¹

Source: Electronics & Electrical Engineering; 2015, Vol. 21 Issue 4, p56-59, 4p

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