Young-Guk Ha

Orcid: 0000-0002-1336-9216

According to our database1, Young-Guk Ha authored at least 59 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
L-GAN: landmark-based generative adversarial network for efficient face de-identification.
J. Supercomput., May, 2023

Deep AI military staff: cooperative battlefield situation awareness for commander's decision making.
J. Supercomput., April, 2023

Battlefield Situation Awareness Model Using Convolutional LSTM.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022
End-to-end deep learning-based autonomous driving control for high-speed environment.
J. Supercomput., 2022

Space-Time Multilayer Model for Battlefields Recognition.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021
OpenCL-Darknet: implementation and optimization of OpenCL-based deep learning object detection framework.
World Wide Web, 2021

An Object Detection Model Robust to Out-of-Distribution Data.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

STFNet: Image Classification Model Based on Balanced Texture and Shape Features.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020
Probability machine-learning-based communication and operation optimization for cloud-based UAVs.
J. Supercomput., 2020

Real-Time Multiple Vehicle Turn Signal Detection System Based on Energy Representation.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

Autonomous Driving Control Using End-to-End Deep Learning.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

IDNet-A: Variant of DenseNet with Inception-Family.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

High Quality Training Set Collection using Generative Adversarial Network.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

A Befitting Image Data Crawling and Annotating System with CNN Based Transfer Learning.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

A Universal Control System for Self-Driving Car Towards Urban Challenges.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019
Roadway Image Preprocessing for Deep Learning-Based Driving Scene Understanding.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Driving Scene Understanding Using Hybrid Deep Neural Network.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Efficient Driving Scene Image Creation Using Deep Neural Network.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
Correlation Analysis Between Vehicular Traffic and PM Using Sensor Big Data.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Formal Modeling and Verification of Serial Communication for Autonomous Vehicles.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Image Preprocessing for Efficient Training of YOLO Deep Learning Networks.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
A stream-based method to detect differences between XML documents.
J. Inf. Sci., 2017

2016
Erratum to: Highway traffic accident prediction using VDS big data analysis.
J. Supercomput., 2016

Highway traffic accident prediction using VDS big data analysis.
J. Supercomput., 2016

Image processing acceleration for intelligent unmanned aerial vehicle on mobile GPU.
Soft Comput., 2016

Vision Based Displacement Detection for Stabilized UAV Control on Cloud Server.
Mob. Inf. Syst., 2016

Design and implementation of service-oriented meta-knowledge base for collaboration of distributes smart devices.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Automated discovery of small business domain knowledge using web crawling and data mining.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015
Scalable visualization for DBpedia ontology analysis using Hadoop.
Softw. Pract. Exp., 2015

Efficient TVA metadata encoding for mobile and ubiquitous content services.
Pervasive Mob. Comput., 2015

The Enhanced Encapsulation Architecture to Improve TV Metadata Encoding Performance by Schema Optimizing Mechanism.
IEICE Trans. Inf. Syst., 2015

2014
Mathematical Modeling of a Multilayered Drift-Stabilization Method for Micro-UAVs Using Inertial Navigation Unit Sensor.
J. Appl. Math., 2014

Fast Multi-line Detection and Tracking with CUDA for Vision-Based UAV Autopilot.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014

Large Imbalance Data Classification Based on MapReduce for Traffic Accident Prediction.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014

A New Method of Measuring Document Similarity for Movie Recommendation.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014

2013
Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality Patterns.
Int. J. Distributed Sens. Networks, 2013

Visualization of Resource Description Framework Ontology Using Hadoop.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

Transitivity Reasoning for RDF Ontology with Iterative MapReduce.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

Scalable Visualization of DBpedia Ontology Using Hadoop.
Proceedings of the Active Media Technology - 9th International Conference, 2013

2012
Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

Efficient Sensor Localization Method with Classifying Environmental Sensor Data.
Int. J. Distributed Sens. Networks, 2012

A Ubiquitous Homecare Service System Using a Wearable User Interface Device.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Control of unmanned flying vehicle based on MPEG-V international standard.
Proceedings of the 8th International Conference on Ubiquitous Robots and Ambient Intelligence, 2011

Energy-efficient Fire Monitoring using ubiquitous sensor network.
Proceedings of the 8th International Conference on Ubiquitous Robots and Ambient Intelligence, 2011

Energy-Efficient Fire Monitoring Protocol for Ubiquitous Sensor Networks.
Proceedings of the Communication and Networking, 2011

2010
An error messages clustering-based fault management framework for adaptive home network middleware.
IEEE Trans. Consumer Electron., 2010

Design and implementation of an adaptive middleware based on the universal middleware bridge for heterogeneous home networks.
IEEE Trans. Consumer Electron., 2010

Vehicle Movement Tracking Using Online Map with Real-Time Live Video in 3G Network.
Proceedings of the IEEE International Conference on Sensor Networks, 2010

2009
Dynamic integration of zigbee home networks into home gateways using OSGI service registry.
IEEE Trans. Consumer Electron., 2009

Design and Implementation of a Ubiquitous Robotic Space.
IEEE Trans Autom. Sci. Eng., 2009

Dynamic Integration of Zigbee Devices into Residential Gateways for Ubiquitous Home Services.
Proceedings of the Ubiquitous Intelligence and Computing, 6th International Conference, 2009

Establishment and traffic measurement of overlay multicast testbed in KOREN, THaiREN and TEIN2.
Proceedings of the 6th International Conference on Mobile Technology, 2009

LBS system using online map in 3G networks environment.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

2008
Experiments on Building Ubiquitous Robotic Space for Mobile Robot Using Wireless Sensor Networks.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007
A robotic service framework supporting automated integration of ubiquitous sensors and devices.
Inf. Sci., 2007

2005
Service-oriented integration of networked robots with ubiquitous sensors and devices using the semantic Web services technology.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

MoA: OWL Ontology Merging and Alignment Tool for the Semantic Web.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Automated Teleoperation of Web-Based Devices Using Semantic Web Services.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

1998
Home Network Management Using Internet Management Protocol.
Proceedings of WebNet 98, 1998


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