Byung-Gyu Kim

Orcid: 0000-0001-6555-3464

Affiliations:
  • Sookmyung Women's University, Seoul, South Korea
  • Sun Moon University, Department of Computer Engineering, Asan, South Korea
  • Korea Advanced Institute of Science and Technology (KAIST), Department of Electrical Engineering and Computer Science, Daejeon, South Korea (PhD 2004)


According to our database1, Byung-Gyu Kim authored at least 143 papers between 2001 and 2025.

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

Timeline

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Bibliography

2025
Large model-driven hyperscale healthcare data fusion analysis in complex multi-sensors.
Inf. Fusion, 2025

2024
Augmented Intelligence of Things for Priority-Aware Task Offloading in Vehicular Edge Computing.
IEEE Internet Things J., November, 2024

Analysis of Inverter Efficiency Using Photovoltaic Power Generation Element Parameters.
Sensors, October, 2024

Interactions with 3D virtual objects in augmented reality using natural gestures.
Vis. Comput., September, 2024

Privacy-Preserving AI Framework for 6G-Enabled Consumer Electronics.
IEEE Trans. Consumer Electron., February, 2024

Deep Inter Prediction for Versatile Video Coding (VVC).
J. Multim. Inf. Syst., 2024

EMOVA: Emotion-driven neural volumetric avatar.
Image Vis. Comput., 2024

Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation.
CoRR, 2024

Artificial Intelligence Blockchain Based Fake News Discrimination.
IEEE Access, 2024

Channel Selective Relation Network for Efficient Few-shot Facial Expression Recognition.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023
Proposal of a Token-Based Node Selection Mechanism for Node Distribution of Mobility IoT Blockchain Nodes.
Sensors, October, 2023

Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System.
ACM Trans. Sens. Networks, August, 2023

Deep Learning-based Sequence Labeling Tools for Nepali.
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023

Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning.
Big Data, August, 2023

HiRN: Hierarchical recurrent neural network for video super-resolution (VSR) using two-stage feature evolution.
Appl. Soft Comput., August, 2023

Few-shot learning for facial expression recognition: a comprehensive survey.
J. Real Time Image Process., June, 2023

DeepFake detection algorithm based on improved vision transformer.
Appl. Intell., April, 2023

Attention-Based Bi-Prediction Network for Versatile Video Coding (VVC) over 5G Network.
Sensors, March, 2023

Handwriting Recognition Using Wasserstein Metric in Adversarial Learning.
SN Comput. Sci., 2023

ssFPN: Scale Sequence (S2) Feature-Based Feature Pyramid Network for Object Detection.
Sensors, 2023

A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and Applications.
CoRR, 2023

Breast cancer classification using Deep Q Learning (DQL) and gorilla troops optimization (GTO).
Appl. Soft Comput., 2023

2022
Reinforced Palmprint Reconstruction Attacks in Biometric Systems.
Sensors, 2022

Group-based bi-directional recurrent wavelet neural network for efficient video super-resolution (VSR).
Pattern Recognit. Lett., 2022

Video based exercise recognition and correct pose detection.
Multim. Tools Appl., 2022

A Survey for 3D Object Detection Algorithms from Images.
J. Multim. Inf. Syst., 2022

Throughput optimization of interference limited cognitive radio-based Internet of Things (CR-IoT) network.
J. King Saud Univ. Comput. Inf. Sci., 2022

ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for Object Detection.
CoRR, 2022

2021
An Efficient Sign Language Recognition (SLR) System Using Camshift Tracker and Hidden Markov Model (HMM).
SN Comput. Sci., 2021

A Robust Facial Expression Recognition Algorithm Based on Multi-Rate Feature Fusion Scheme.
Sensors, 2021

Enhanced Single Image Super Resolution Method Using Lightweight Multi-Scale Channel Dense Network.
Sensors, 2021

Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning.
Sensors, 2021

CNN-based Fast Split Mode Decision Algorithm for Versatile Video Coding (VVC) Inter Prediction.
J. Multim. Inf. Syst., 2021

Frontal Face Generation Algorithm from Multi-view Images Based on Generative Adversarial Network.
J. Multim. Inf. Syst., 2021

Group-based Bi-Directional Recurrent Wavelet Neural Networks for Video Super-Resolution.
CoRR, 2021

Deepfake Detection Scheme Based on Vision Transformer and Distillation.
CoRR, 2021

Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things.
Big Data, 2021

Efficient Depth Data Coding Method Based on Plane Modeling for Intra Prediction.
IEEE Access, 2021

Scene Classification Algorithm Based on Semantic Segmented Objects.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

Open-CL based Multi GPU Acceleration for Video Object Detection.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2020
Deep Joint Spatiotemporal Network (DJSTN) for Efficient Facial Expression Recognition.
Sensors, 2020

Deep BLSTM-GRU Model for Monthly Rainfall Prediction: A Case Study of Simtokha, Bhutan.
Remote. Sens., 2020

Retrieval of colour and texture images using local directional peak valley binary pattern.
Pattern Anal. Appl., 2020

Development of Low-Cost Vision-based Eye Tracking Algorithm for Information Augmented Interactive System.
J. Multim. Inf. Syst., 2020

Framework for assessing responsiveness to personal data breaches based on Capture-the-Flag.
J. Multim. Inf. Syst., 2020

A scale-adaptive object-tracking algorithm with occlusion detection.
EURASIP J. Image Video Process., 2020

Efficient Color Artifact Removal Algorithm Based on High-Efficiency Video Coding (HEVC) for High-Dynamic Range Video Sequences.
IEEE Access, 2020

Wavelet Attention Embedding Networks for Video Super-Resolution.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC).
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
Design of Efficient Key Video Frame Protection Scheme for Multimedia Internet of Things (IoT) in Converged 5G Network.
Mob. Networks Appl., 2019

Editorial: Recent Advances in Mining Intelligence and Context-Awareness on IoT-Based Platforms.
Mob. Networks Appl., 2019

Virtual Prototyping of Area-Based Fast Image Stitching Algorithm.
J. Multim. Inf. Syst., 2019

Computer vision-guided intelligent traffic signaling for isolated intersections.
Expert Syst. Appl., 2019

Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure.
IEEE Access, 2019

Structure of Deep Learning Inference Engines for Embedded Systems.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2018
A Design of Fast High-Efficiency Video Coding Scheme Based on Markov Chain Monte Carlo Model and Bayesian Classifier.
IEEE Trans. Ind. Electron., 2018

Context-aware block-based motion estimation algorithm for multimedia internet of things (IoT) platform.
Pers. Ubiquitous Comput., 2018

An efficient hybrid delivery technology for a broadcast TV service.
Pers. Ubiquitous Comput., 2018

Secure medical images based on data hiding using a hybrid scheme with the Hamming code, LSB, and OPAP.
J. Real Time Image Process., 2018

Binary Image Based Fast DoG Filter Using Zero-Dimensional Convolution and State Machine LUTs.
J. Multim. Inf. Syst., 2018

A Survey of Real-time Road Detection Techniques Using Visual Color Sensor.
J. Multim. Inf. Syst., 2018

Algorithms for Efficient Digital Media Transmission over IoT and Cloud Networking.
J. Multim. Inf. Syst., 2018

Special collection on recent advances in sensor-based smart car technology.
Int. J. Distributed Sens. Networks, 2018

Secure integration of IoT and Cloud Computing.
Future Gener. Comput. Syst., 2018

An Efficient Algorithm for Media-based Surveillance System (EAMSuS) in IoT Smart City Framework.
Future Gener. Comput. Syst., 2018

Advances in Smart Content-Oriented Display Technology.
Displays, 2018

deepGesture: Deep learning-based gesture recognition scheme using motion sensors.
Displays, 2018

Summarization of videos by analyzing affective state of the user through crowdsource.
Cogn. Syst. Res., 2018

Quality Improvement Algorithm for HDR Video Compression Based on HEVC.
Proceedings of the TENCON 2018, 2018

Robust Weighted Keypoint Matching Algorithm for Image Retrieval.
Proceedings of the 2nd International Conference on Video and Image Processing, 2018

CNN-based approach for visual quality improvement on HEVC.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

2017
Fast coding unit (CU) determination algorithm for high-efficiency video coding (HEVC) in smart surveillance application.
J. Supercomput., 2017

Design of efficient shape feature for object-based watermarking technology.
Multim. Tools Appl., 2017

Localization of region of interest in surveillance scene.
Multim. Tools Appl., 2017

Fight Detection in Hockey Videos using Deep Network.
J. Multim. Inf. Syst., 2017

Plant Disease Identification using Deep Neural Networks.
J. Multim. Inf. Syst., 2017

An Efficient Vision-based Object Detection and Tracking using Online Learning.
J. Multim. Inf. Syst., 2017

New Vehicle Verification Scheme for Blind Spot Area Based on Imaging Sensor System.
J. Multim. Inf. Syst., 2017

Two-Step Rate Distortion Optimization Algorithm for High Efficiency Video Coding.
J. Multim. Inf. Syst., 2017

Performance Analysis of Future Video Coding (FVC) Standard Technology.
J. Multim. Inf. Syst., 2017

A local stereo matching algorithm based on weighted guided image filtering for improving the generation of depth range images.
Displays, 2017

Efficient Large-scale Medical Data (eHealth Big Data) Analytics in Internet of Things.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017

Solutions for inter-connectivity and security in a smart hospital building.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

2016
Fast multi-feature pedestrian detection algorithm based on histogram of oriented gradient using discrete wavelet transform.
Multim. Tools Appl., 2016

Fast encoding algorithm for high-efficiency video coding (HEVC) system based on spatio-temporal correlation.
J. Real Time Image Process., 2016

Special issue on architectures and algorithms of high-efficiency video coding (HEVC) standard for real-time video applications.
J. Real Time Image Process., 2016

An efficient delay-constrained ARQ scheme for MMT packet-based real-time video streaming over IP networks.
J. Real Time Image Process., 2016

Entropy difference-based early skip detection technique for high-efficiency video coding.
J. Real Time Image Process., 2016

Fast algorithm for the High Efficiency Video Coding (HEVC) encoder using texture analysis.
Inf. Sci., 2016

Complexity reduction algorithm for prediction unit decision process in high efficiency video coding.
IET Image Process., 2016

Performance analysis of inter-layer prediction in scalable extension of HEVC (SHVC) for adaptive media service.
Displays, 2016

IoT-based surveillance system for ubiquitous healthcare.
Proceedings of the IECON 2016, 2016

Efficient local stereo matching technique using weighted guided image filtering (WGIF).
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Near real-time local stereo matching algorithm based on fast guided image filtering.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

2015
Fast video encoding algorithm for efficient social media service.
Multim. Tools Appl., 2015

Fast Video Encoding Algorithm for the Internet of Things Environment Based on High Efficiency Video Coding.
Int. J. Distributed Sens. Networks, 2015

Reducing Security Overhead to Enhance Service Delivery in Jini IoT.
Int. J. Distributed Sens. Networks, 2015

Content-Aware Fast Motion Estimation Algorithm for IoT Based Multimedia Service.
Int. J. Distributed Sens. Networks, 2015

A novel hybrid 3D video service algorithm based on scalable video coding (SVC) technology.
Displays, 2015

Implementation of 21: 9 cinema mode function using two ICs supporting full HD resolution.
Displays, 2015

A Robust Real-Time Road Detection Algorithm Using Color and Edge Information.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Fast intra mode decision algorithm based on local binary patterns in High Efficiency Video Coding (HEVC).
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Robust Feature Design for Object Detection.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

2014
Efficient Wireless Vibration Data Sensing and Signal Processing Technique Based on the Android Platform.
Int. J. Distributed Sens. Networks, 2014

Intrusion-Tolerant Jini Service Architecture for Integrating Security and Survivability Support in DSN.
Int. J. Distributed Sens. Networks, 2014

Efficient Depth Map Estimation Method Based on Gradient Weight Cost Aggregation Strategy for Distributed Video Sensor Networks.
Int. J. Distributed Sens. Networks, 2014

Fast mode decision scheme using sum of the absolute difference-based Bayesian model for the H.264/AVC video standard.
IET Signal Process., 2014

Novel Intermode Prediction Algorithm for High Efficiency Video Coding Encoder.
Adv. Multim., 2014

Novel Real-Time Automobile Detection Algorithm for Blind Spot Area.
Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

A New Fast Encoding Algorithm Based on Motion Activity for High Efficiency Video Coding (HEVC).
Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

Exclusive Region Based Scheduling for MB-OFDM UWB Using Hidden Pilot Sequences.
Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

Macro Modeling Approach for Semi-digital Smart Integrated Circuits.
Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

2013
Adaptive layer selection technique for low-power scalable video coding (SVC) system.
New Rev. Hypermedia Multim., 2013

Efficient depth map estimation method based on gradient weight cost aggregation strategy.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Intrusion-Tolerant Jini Service Architecture for Ensuring Survivability of U-Services Based on WSN.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Novel fast PU decision algorithm for the HEVC video standard.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Zoom Motion Estimation Using Block-Based Fast Local Area Scaling.
IEEE Trans. Circuits Syst. Video Technol., 2012

Fast inter-mode decision algorithm for H.264/AVC using macroblock correlation and motion complexity analysis.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Fast coding algorithm based on adaptive coding depth range selection for HEVC.
Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012

Hybrid color space based road sign detection technique.
Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012

2010
Fast block mode decision scheme for B-picture coding in H.264/AVC.
Proceedings of the International Conference on Image Processing, 2010

2009
Fast Mode Decision Algorithm for Inter-frame Coding in H.264 Extended Scalable Video Coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Dynamic search range control algorithm for inter-frame coding in scalable video coding.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Novel Inter-Mode Decision Algorithm Based on Macroblock (MB) Tracking for the P-Slice in H.264/AVC Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2008

Fast Selective Intra-Mode Search Algorithm Based on Adaptive Thresholding Scheme for H.264/AVC Encoding.
IEEE Trans. Circuits Syst. Video Technol., 2008

Fast block mode decision algorithm in H.264/AVC video coding.
J. Vis. Commun. Image Represent., 2008

Fast selective-intra mode search algorithm based on macro-block tracking for inter-frames in the H.264/AVC video standard.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

An efficient intra mode selection scheme for inter frame coding in H.264|AVC video coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007
Fast Intra-Mode Prediction Algorithm in H.264/AVC Video Coding.
IEICE Trans. Inf. Syst., 2007

Distortion-Based Partial Distortion Search for Fast Motion Estimation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Fast Inter-Mode Decision Algorithm Based on Macro-Block Tracking for P Slices in the H.264/AVC Video Standard.
Proceedings of the International Conference on Image Processing, 2007

2006
Enhanced block motion estimation based on distortion-directional search patterns.
Pattern Recognit. Lett., 2006

Novel target segmentation and tracking based on fuzzy membership distribution for vision-based target tracking system.
Image Vis. Comput., 2006

Novel Block Motion Estimation Based on Adaptive Search Patterns.
IEICE Trans. Inf. Syst., 2006

Efficient Inter-Mode Decision Based on Contextual Prediction for the P-Slice in H.264/AVC Video Coding.
Proceedings of the International Conference on Image Processing, 2006

A Directional & Adaptive Diamond Search by Adaptive Pattern Switching with a Predicted Motion Vector.
Proceedings of the International Conference on Image Processing, 2006

2004
Unsupervised video object segmentation and tracking based on new edge features.
Pattern Recognit. Lett., 2004

Robust Profile Verification Scheme Based On Ear Reference Coordinate System.
Int. J. Pattern Recognit. Artif. Intell., 2004

Novel Thresholding Algorithm for Change Detection in Video Sequence.
IEICE Trans. Inf. Syst., 2004

Non-contrast Based Edge Descriptor for Image Segmentation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Fast image segmentation based on multi-resolution analysis and wavelets.
Pattern Recognit. Lett., 2003

2002
New Enhancement Algorithm for Fingerprint Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Novel precision target detection with adaptive thresholding for dynamic image segmentation.
Mach. Vis. Appl., 2001


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