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Byung-Gyu Kim

Bryan (Byung-Gyu) Kim

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

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2026
[j118]
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Fei Chen, Shalli Rani, Byung-Gyu Kim, Shakila Basheer, Huamao Jiang:
Hierarchical Stackelberg game-based collaborative learning for ultrasound intelligence in wireless edge healthcare networks. Comput. Commun. 247: 108377 (2026)
2025
[j117]
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Jianhui Lv, Byung-Gyu Kim, B. D. Parameshachari, Adam Slowik, Keqin Li:
Large model-driven hyperscale healthcare data fusion analysis in complex multi-sensors. Inf. Fusion 115: 102780 (2025)
[j116]
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Xin Ning, Xiao Bai, Prayag Tiwari, Jun Zhou, Byung-Gyu Kim, Yang Xiao:
Editorial: Transformer models for multi-source visual fusion and understanding. Inf. Fusion 120: 103112 (2025)
[j115]
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Jianhui Lv, Byung-Gyu Kim, Zulin Xiao:
AIoT-Enhanced Blockchain Framework for Hierarchical Access Control in Green Medical Supply Chain Systems. IEEE Internet Things J. 12(22): 48405-48415 (2025)
[j114]
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Wenzhu Zhang, Byung-Gyu Kim:
Machine learning-based efficient audio production separation method. Int. J. Mach. Learn. Cybern. 16(11): 8603-8616 (2025)
[j113]
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Hai Zhu, Xingsi Xue, Mengmeng Xu, Byung-Gyu Kim:
Zero Trust Consumer IoT With Robust Federated Learning Over Main-Side Blockchain. IEEE Trans. Consumer Electron. 71(1): 1180-1189 (2025)
[j112]
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Hai Zhu, Linxing Jia, Xingsi Xue, Byung-Gyu Kim:
Leveraging Generative AI for Essential Predictive Maintenance in Industrial Consumer Electronics. IEEE Trans. Consumer Electron. 71(2): 4317-4327 (2025)
[j111]
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Xin Wang, Byung-Gyu Kim, Mohammed Amoon, Sachin Kumar, Zhonghua Liu:
Federated Learning With Local Differential Privacy for Autonomous Electronic Vehicles: Enhancing Security and Performance. IEEE Trans. Consumer Electron. 71(2): 6147-6157 (2025)
[j110]
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Xin Wang, Jianhui Lyu, J. Dinesh Peter, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li, Wei Wei:
Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations. IEEE Trans. Comput. Soc. Syst. 12(3): 1390-1403 (2025)
[j109]
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Xin Wang, Jianhui Lyu, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Qing Li:
Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning. IEEE Trans. Fuzzy Syst. 33(1): 28-42 (2025)
[j108]
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Xin Wang, Jianhui Lv, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Dongsheng Yang, Achyut Shankar:
Optimizing Deep Neuro-Fuzzy Network for ECG Medical Big Data Through Integration of Multiscale Features. IEEE Trans. Fuzzy Syst. 33(7): 2027-2037 (2025)
[j107]
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Xin Wang, Jianhui Lv, Adam Slowik, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li:
Low-Complexity Beamforming Design for Green Near-Field Communications in 6G Ultra-Massive Multiple-Input-Multiple-Output. IEEE Trans. Green Commun. Netw. 9(1): 317-326 (2025)
[j106]
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Wei Liu, Feng Zhao, Achyut Shankar, Carsten Maple, James Dinesh Peter, Byung-Gyu Kim, Adam Slowik, Parameshachari Bidare Divakarachari, Jianhui Lv:
Explainable AI for Medical Image Analysis in Medical Cyber-Physical Systems: Enhancing Transparency and Trustworthiness of IoMT. IEEE J. Biomed. Health Informatics 29(4): 2365-2376 (2025)
[j105]
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Hai Zhu, Hengzhou Xu, Xingsi Xue, Byung-Gyu Kim, Mengmeng Xu:
Temporal Behavior Analysis and Synthesis for Safety-Critical Transportation Cyber-Physical Systems: A Compositional Approach. IEEE Trans. Intell. Transp. Syst. 26(9): 14132-14143 (2025)
[j104]
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Hai Zhu, Xingsi Xue, Mengmeng Xu, Byung-Gyu Kim, Xiaohong Lyu, Shalli Rani:
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network. IEEE Trans. Netw. Serv. Manag. 22(4): 3201-3212 (2025)
[j103]
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Xin Wang, Jianhui Lyu, Adam Slowik, J. Dinesh Peter, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li:
Large Models for Cooperative Control of Connected and Autonomous Vehicles. IEEE Trans. Veh. Technol. 74(2): 1935-1948 (2025)
2024
[j102]
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Seong-Kyu Kim, Jun-Ho Huh, Byung-Gyu Kim:
Artificial Intelligence Blockchain Based Fake News Discrimination. IEEE Access 12: 53838-53854 (2024)
[j101]
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Xin Wang, Jianhui Lv, Adam Slowik, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Gang Feng:
Augmented Intelligence of Things for Priority-Aware Task Offloading in Vehicular Edge Computing. IEEE Internet Things J. 11(22): 36002-36013 (2024)
[j100]
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  - journals/ir/ZhaoKSP24
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Hongxin Zhao, Byung-Gyu Kim, Adam Slowik, Daohua Pan:
Temporal-spatial correlation and graph attention-guided network for micro-expression recognition in English learning livestreams. Discov. Comput. 27(1): 47 (2024)
[j99]
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Juheon Hwang, Byung-Gyu Kim, Taewan Kim, Heeseok Oh, Jiwoo Kang:
EMOVA: Emotion-driven neural volumetric avatar. Image Vis. Comput. 146: 105043 (2024)
[j98]
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  - journals/jmmis/AishaCKLCK24
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Qurat Ul Ain Aisha, Young-Ju Choi, Jongho Kim, Sung-Chang Lim, Jin Soo Choi, Byung-Gyu Kim:
Deep Inter Prediction for Versatile Video Coding (VVC). J. Multim. Inf. Syst. 11(3): 175-184 (2024)
[j97]
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  - journals/sensors/LimKK24
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Su-Chang Lim, Byung-Gyu Kim, Jong-Chan Kim:
Analysis of Inverter Efficiency Using Photovoltaic Power Generation Element Parameters. Sensors 24(19): 6390 (2024)
[j96]
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  - journals/swevo/LvKSPKCL24
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Jianhui Lv, Byung-Gyu Kim, Adam Slowik, B. D. Parameshachari, Saru Kumari, Chien-Ming Chen, Keqin Li:
ERLNEIL-MDP: Evolutionary reinforcement learning with novelty-driven exploration for medical data processing. Swarm Evol. Comput. 91: 101769 (2024)
[j95]
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Xin Wang, Jianhui Lv, Byung-Gyu Kim, Carsten Maple, Parameshachari Bidare Divakarachari, Adam Slowik, Keqin Li:
Generative Adversarial Privacy for Multimedia Analytics Across the IoT-Edge Continuum. IEEE Trans. Cloud Comput. 12(4): 1260-1272 (2024)
[j94]
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Xin Wang, Jianhui Lyu, J. Dinesh Peter, Byung-Gyu Kim:
Privacy-Preserving AI Framework for 6G-Enabled Consumer Electronics. IEEE Trans. Consumer Electron. 70(1): 3940-3950 (2024)
[j93]
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  - journals/vc/DashBDK24
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Ajaya Kumar Dash, Koniki Venkata Balaji, Debi Prosad Dogra, Byung-Gyu Kim:
Interactions with 3D virtual objects in augmented reality using natural gestures. Vis. Comput. 40(9): 6449-6462 (2024)
2023
[j92]
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Young-Jin Heo, Woon-Ha Yeo, Byung-Gyu Kim:
DeepFake detection algorithm based on improved vision transformer. Appl. Intell. 53(7): 7512-7527 (2023)
[j91]
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  - journals/asc/AlmutairiSKAN23
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Saad Almutairi, Manimurugan Shanmuganathan, Byung-Gyu Kim, Majed Mohammed Aborokbah, C. Narmatha:
Breast cancer classification using Deep Q Learning (DQL) and gorilla troops optimization (GTO). Appl. Soft Comput. 142: 110292 (2023)
[j90]
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Young-Ju Choi, Byung-Gyu Kim:
HiRN: Hierarchical recurrent neural network for video super-resolution (VSR) using two-stage feature evolution. Appl. Soft Comput. 143: 110422 (2023)
[j89]
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  - journals/bigdata/GuptaDRRCK23
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Anmol Gupta, Ronnie Daniel, Akash K. Rao, Partha Pratim Roy, Sushil Chandra, Byung-Gyu Kim:
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning. Big Data 11(4): 307-319 (2023)
[j88]
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  - journals/jrtip/KimK23
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Chae-Lin Kim, Byung-Gyu Kim:
Few-shot learning for facial expression recognition: a comprehensive survey. J. Real Time Image Process. 20(3): 52 (2023)
[j87]
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  - journals/sensors/ChoiLKJCK23
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Young-Ju Choi, Young-Woon Lee, Jongho Kim, Seyoon Jeong, Jin Soo Choi, Byung-Gyu Kim:
Attention-Based Bi-Prediction Network for Versatile Video Coding (VVC) over 5G Network. Sensors 23(5): 2631 (2023)
[j86]
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  - journals/sensors/ParkKK23a
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Hye-Jin Park, Ji-Woo Kang, Byung-Gyu Kim:
ssFPN: Scale Sequence (S2) Feature-Based Feature Pyramid Network for Object Detection. Sensors 23(9): 4432 (2023)
[j85]
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Jinsu Kim, Eunsun Choi, Byung-Gyu Kim, Namje Park:
Proposal of a Token-Based Node Selection Mechanism for Node Distribution of Mobility IoT Blockchain Nodes. Sensors 23(19): 8259 (2023)
[j84]
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Monica Jangpangi, Sudhanshu Kumar, Diwakar Bhardwaj, Byung-Gyu Kim, Partha Pratim Roy:
Handwriting Recognition Using Wasserstein Metric in Adversarial Learning. SN Comput. Sci. 4(1): 43 (2023)
[j83]
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  - journals/talip/RaiCK23
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Pooja Rai, Sanjay Chatterji, Byung-Gyu Kim:
Deep Learning-based Sequence Labeling Tools for Nepali. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(8): 211:1-211:23 (2023)
[j82]
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  - journals/tosn/SharmaNCKC23
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Pratima Sharma, Suyel Namasudra, Naveen K. Chilamkurti, Byung-Gyu Kim, Rubén González Crespo:
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System. ACM Trans. Sens. Networks 19(3): 56:1-56:17 (2023)
2022
[j81]
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Indu Bala, Ashutosh Sharma, Alexey A. Tselykh, Byung-Gyu Kim:
Throughput optimization of interference limited cognitive radio-based Internet of Things (CR-IoT) network. J. King Saud Univ. Comput. Inf. Sci. 34(7): 4233-4243 (2022)
[j80]
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Han-Lim Lee, Ye-ji Kim, Byung-Gyu Kim:
A Survey for 3D Object Detection Algorithms from Images. J. Multim. Inf. Syst. 9(3): 183-190 (2022)
[j79]
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Tushar Rangari, Sudhanshu Kumar, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
Video based exercise recognition and correct pose detection. Multim. Tools Appl. 81(21): 30267-30282 (2022)
[j78]
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Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Group-based bi-directional recurrent wavelet neural network for efficient video super-resolution (VSR). Pattern Recognit. Lett. 164: 246-253 (2022)
[j77]
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Yue Sun, Lu Leng, Zhe Jin, Byung-Gyu Kim:
Reinforced Palmprint Reconstruction Attacks in Biometric Systems. Sensors 22(2): 591 (2022)
2021
[j76]
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Dong-Seok Lee, Byung-Gyu Kim, Soon-kak Kwon:
Efficient Depth Data Coding Method Based on Plane Modeling for Intra Prediction. IEEE Access 9: 29153-29164 (2021)
[j75]
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Young Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things. Big Data 9(4): 279-288 (2021)
[j74]
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Young-Jin Heo, Byung-Gyu Kim, Partha Pratim Roy:
Frontal Face Generation Algorithm from Multi-view Images Based on Generative Adversarial Network. J. Multim. Inf. Syst. 8(2): 85-92 (2021)
[j73]
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Woon-Ha Yeo, Byung-Gyu Kim:
CNN-based Fast Split Mode Decision Algorithm for Versatile Video Coding (VVC) Inter Prediction. J. Multim. Inf. Syst. 8(3): 147-158 (2021)
[j72]
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Yooho Lee, Dongsan Jun, Byung-Gyu Kim, Hunjoo Lee:
Enhanced Single Image Super Resolution Method Using Lightweight Multi-Scale Channel Dense Network. Sensors 21(10): 3351 (2021)
[j71]
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Anmol Gupta, Gourav Siddhad, Vishal Pandey, Partha Pratim Roy, Byung-Gyu Kim:
Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning. Sensors 21(20): 6710 (2021)
[j70]
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Seo-Jeon Park, Byung-Gyu Kim, Naveen K. Chilamkurti:
A Robust Facial Expression Recognition Algorithm Based on Multi-Rate Feature Fusion Scheme. Sensors 21(21): 6954 (2021)
[j69]
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Partha Pratim Roy, Pradeep Kumar, Byung-Gyu Kim:
An Efficient Sign Language Recognition (SLR) System Using Camshift Tracker and Hidden Markov Model (HMM). SN Comput. Sci. 2(2): 79 (2021)
2020
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Jong-Hyeok Lee, Young-Woon Lee, Dong-San Jun, Byung-Gyu Kim:
Efficient Color Artifact Removal Algorithm Based on High-Efficiency Video Coding (HEVC) for High-Dynamic Range Video Sequences. IEEE Access 8: 64099-64111 (2020)
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Yue Yuan, Jun Chu, Lu Leng, Jun Miao, Byung-Gyu Kim:
A scale-adaptive object-tracking algorithm with occlusion detection. EURASIP J. Image Video Process. 2020(1): 7 (2020)
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Seo-Jeon Park, Byung-Gyu Kim:
Development of Low-Cost Vision-based Eye Tracking Algorithm for Information Augmented Interactive System. J. Multim. Inf. Syst. 7(1): 11-16 (2020)
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Sangik Oh, Byung-Gyu Kim, Namje Park:
Framework for assessing responsiveness to personal data breaches based on Capture-the-Flag. J. Multim. Inf. Syst. 7(3): 215-220 (2020)
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Srishti Gupta, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
Retrieval of colour and texture images using local directional peak valley binary pattern. Pattern Anal. Appl. 23(4): 1569-1585 (2020)
[j63]
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Manoj Chhetri, Sudhanshu Kumar, Partha Pratim Roy, Byung-Gyu Kim:
Deep BLSTM-GRU Model for Monthly Rainfall Prediction: A Case Study of Simtokha, Bhutan. Remote. Sens. 12(19): 3174 (2020)
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Dami Jeong, Byung-Gyu Kim, Suh-Yeon Dong:
Deep Joint Spatiotemporal Network (DJSTN) for Efficient Facial Expression Recognition. Sensors 20(7): 1936 (2020)
2019
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Ji-Hae Kim, Byung-Gyu Kim, Partha Pratim Roy, Da-Mi Jeong:
Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure. IEEE Access 7: 41273-41285 (2019)
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Santhosh Kelathodi Kumaran, Shrohan Mohapatra, Debi Prosad Dogra, Partha Pratim Roy, Byung-Gyu Kim:
Computer vision-guided intelligent traffic signaling for isolated intersections. Expert Syst. Appl. 134: 267-278 (2019)
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Lakshmi Kalyani Mudragada, Kye-Shin Lee, Byung-Gyu Kim:
Virtual Prototyping of Area-Based Fast Image Stitching Algorithm. J. Multim. Inf. Syst. 6(1): 7-14 (2019)
[j58]
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Cheonshik Kim, Byung-Gyu Kim, Joel J. P. C. Rodrigues:
Editorial: Recent Advances in Mining Intelligence and Context-Awareness on IoT-Based Platforms. Mob. Networks Appl. 24(1): 160-162 (2019)
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Jong-Hyeok Lee, Gwang-Soo Hong, Young-Woon Lee, Chang-Ki Kim, Noik Park, Byung-Gyu Kim:
Design of Efficient Key Video Frame Protection Scheme for Multimedia Internet of Things (IoT) in Converged 5G Network. Mob. Networks Appl. 24(1): 208-220 (2019)
2018
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Ashish Singhal, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
Summarization of videos by analyzing affective state of the user through crowdsource. Cogn. Syst. Res. 52: 917-930 (2018)
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Bryan (Byung-Gyu) Kim, Kye-Shin Lee, Kostas E. Psannis:
Advances in Smart Content-Oriented Display Technology. Displays 55: 1-2 (2018)
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Ji-Hae Kim, Gwang-Soo Hong, Byung-Gyu Kim, Debi Prosad Dogra:
deepGesture: Deep learning-based gesture recognition scheme using motion sensors. Displays 55: 38-45 (2018)
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Christos Stergiou, Kostas E. Psannis, Byung-Gyu Kim, Brij B. Gupta:
Secure integration of IoT and Cloud Computing. Future Gener. Comput. Syst. 78: 964-975 (2018)
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Vasileios A. Memos, Kostas E. Psannis, Yutaka Ishibashi, Byung-Gyu Kim, Brij B. Gupta:
An Efficient Algorithm for Media-based Surveillance System (EAMSuS) in IoT Smart City Framework. Future Gener. Comput. Syst. 83: 619-628 (2018)
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Bryan (Byung-Gyu) Kim, Kye-Shin Lee, Lyudmila Mihaylova, Rajendra Prasath:
Special collection on recent advances in sensor-based smart car technology. Int. J. Distributed Sens. Networks 14(6) (2018)
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Gwang-Soo Hong, Byung-Gyu Kim, Debi Prosad Dogra, Partha Pratim Roy:
A Survey of Real-time Road Detection Techniques Using Visual Color Sensor. J. Multim. Inf. Syst. 5(1): 9-14 (2018)
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Christos Stergiou, Kostas E. Psannis, Andreas P. Plageras, Yutaka Ishibashi, Byung-Gyu Kim:
Algorithms for Efficient Digital Media Transmission over IoT and Cloud Networking. J. Multim. Inf. Syst. 5(1): 27-34 (2018)
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Seung-Jun Lee, Kye-Shin Lee, Byung-Gyu Kim:
Binary Image Based Fast DoG Filter Using Zero-Dimensional Convolution and State Machine LUTs. J. Multim. Inf. Syst. 5(2): 131-138 (2018)
[j47]
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Cheonshik Kim, Dongkyoo Shin, Byung-Gyu Kim, Ching-Nung Yang:
Secure medical images based on data hiding using a hybrid scheme with the Hamming code, LSB, and OPAP. J. Real Time Image Process. 14(1): 115-126 (2018)
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Tae-Jung Kim, Chang-Ki Kim, Byung-Gyu Kim:
An efficient hybrid delivery technology for a broadcast TV service. Pers. Ubiquitous Comput. 22(1): 135-141 (2018)
[j45]
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Avishek Saha, Young-Woon Lee, Young-Sup Hwang, Kostas E. Psannis, Byung-Gyu Kim:
Context-aware block-based motion estimation algorithm for multimedia internet of things (IoT) platform. Pers. Ubiquitous Comput. 22(1): 163-172 (2018)
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Kalyan Goswami, Byung-Gyu Kim:
A Design of Fast High-Efficiency Video Coding Scheme Based on Markov Chain Monte Carlo Model and Bayesian Classifier. IEEE Trans. Ind. Electron. 65(11): 8861-8871 (2018)
2017
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Gwang-Soo Hong, Byung-Gyu Kim:
A local stereo matching algorithm based on weighted guided image filtering for improving the generation of depth range images. Displays 49: 80-87 (2017)
[j42]
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Gwang-Soo Hong, Jong-Hyeok Lee, Young-Woon Lee, Byung-Gyu Kim:
New Vehicle Verification Scheme for Blind Spot Area Based on Imaging Sensor System. J. Multim. Inf. Syst. 4(1): 9-18 (2017)
[j41]
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Young Ju Choi, Ji-Hae Kim, Jong-Hyeok Lee, Byung-Gyu Kim:
Performance Analysis of Future Video Coding (FVC) Standard Technology. J. Multim. Inf. Syst. 4(2): 73-78 (2017)
[j40]
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Subham Mukherjee, Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
Fight Detection in Hockey Videos using Deep Network. J. Multim. Inf. Syst. 4(4): 225-232 (2017)
[j39]
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Subham Mukherjee, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
Plant Disease Identification using Deep Neural Networks. J. Multim. Inf. Syst. 4(4): 233-238 (2017)
[j38]
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Byung-Gyu Kim, Gwang-Soo Hong, Ji-Hae Kim, Young-Ju Choi:
An Efficient Vision-based Object Detection and Tracking using Online Learning. J. Multim. Inf. Syst. 4(4): 285-288 (2017)
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Kalyan Goswami, Dae Yeol Lee, Jongho Kim, Seyoon Jeong, Hui Yong Kim, Byung-Gyu Kim:
Two-Step Rate Distortion Optimization Algorithm for High Efficiency Video Coding. J. Multim. Inf. Syst. 4(4): 311-316 (2017)
[j36]
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Sk. Arif Ahmed, Debi Prosad Dogra, Samarjit Kar, Byung-Gyu Kim, Paul R. Hill, Harish Bhaskar:
Localization of region of interest in surveillance scene. Multim. Tools Appl. 76(11): 13651-13680 (2017)
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Byung-Gyu Kim, Gwang-Soo Hong, Kostas E. Psannis:
Design of efficient shape feature for object-based watermarking technology. Multim. Tools Appl. 76(21): 22741-22759 (2017)
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Byung-Gyu Kim:
Fast coding unit (CU) determination algorithm for high-efficiency video coding (HEVC) in smart surveillance application. J. Supercomput. 73(3): 1063-1084 (2017)
2016
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Chan-seob Park, Byung-Gyu Kim:
Performance analysis of inter-layer prediction in scalable extension of HEVC (SHVC) for adaptive media service. Displays 44: 27-36 (2016)
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Jong-Hyeok Lee, Byung-Gyu Kim, Dong-San Jun, Soon-Heung Jung, Jin Soo Choi:
Complexity reduction algorithm for prediction unit decision process in high efficiency video coding. IET Image Process. 10(1): 53-60 (2016)
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Kalyan Goswami, Jong-Hyeok Lee, Byung-Gyu Kim:
Fast algorithm for the High Efficiency Video Coding (HEVC) encoder using texture analysis. Inf. Sci. 364-365: 72-90 (2016)
[j30]
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Byung-Gyu Kim, Kostas E. Psannis, Dong-San Jun:
Special issue on architectures and algorithms of high-efficiency video coding (HEVC) standard for real-time video applications. J. Real Time Image Process. 12(2): 215-218 (2016)
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Kalyan Goswami, Jong-Hyeok Lee, Kyung-Soon Jang, Byung-Gyu Kim, Kee-Koo Kwon:
Entropy difference-based early skip detection technique for high-efficiency video coding. J. Real Time Image Process. 12(2): 237-245 (2016)
[j28]
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Chang-Ki Kim, Hong-Rae Lee, Tae-jun Jung, Byung-Gyu Kim, Kwang-deok Seo:
An efficient delay-constrained ARQ scheme for MMT packet-based real-time video streaming over IP networks. J. Real Time Image Process. 12(2): 257-271 (2016)
[j27]
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Jong-Hyeok Lee, Kalyan Goswami, Byung-Gyu Kim, Seyoon Jeong, Jin Soo Choi:
Fast encoding algorithm for high-efficiency video coding (HEVC) system based on spatio-temporal correlation. J. Real Time Image Process. 12(2): 407-418 (2016)
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Gwang-Soo Hong, Byung-Gyu Kim, Young-Sup Hwang, Kee-Koo Kwon:
Fast multi-feature pedestrian detection algorithm based on histogram of oriented gradient using discrete wavelet transform. Multim. Tools Appl. 75(23): 15229-15245 (2016)
2015
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Byung-Gyu Kim, Gwang-Soo Hong, Chan-seob Park, Kyung-Soon Jang:
A novel hybrid 3D video service algorithm based on scalable video coding (SVC) technology. Displays 40: 45-52 (2015)
[j24]
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Jae-Geun Hong, Hae Chung, Byung-Gyu Kim, Kye-Shin Lee:
Implementation of 21: 9 cinema mode function using two ICs supporting full HD resolution. Displays 40: 53-61 (2015)
[j23]
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Jong-Hyeok Lee, Kyung-Soon Jang, Byung-Gyu Kim, Seyoon Jeong, Jin Soo Choi:
Fast Video Encoding Algorithm for the Internet of Things Environment Based on High Efficiency Video Coding. Int. J. Distributed Sens. Networks 11: 146067:1-146067:10 (2015)
[j22]
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Sung Ki Kim, Byung-Gyu Kim, Byoung-Joon Min:
Reducing Security Overhead to Enhance Service Delivery in Jini IoT. Int. J. Distributed Sens. Networks 11: 205793:1-205793:7 (2015)
[j21]
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Ryong Baek, Kyung-Soon Jang, Jae-Hyun Nam, Byung-Gyu Kim:
Content-Aware Fast Motion Estimation Algorithm for IoT Based Multimedia Service. Int. J. Distributed Sens. Networks 11: 715651:1-715651:13 (2015)
[j20]
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Kalyan Goswami, Byung-Gyu Kim, Jeong-Bae Lee, Dong-San Jun, Jin Soo Choi:
Fast video encoding algorithm for efficient social media service. Multim. Tools Appl. 74(14): 5157-5171 (2015)
2014
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Chan-seob Park, Gwang-Soo Hong, Byung-Gyu Kim:
Novel Intermode Prediction Algorithm for High Efficiency Video Coding Encoder. Adv. Multim. 2014: 196035:1-196035:8 (2014)
[j18]
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Jongho Kim, Jong-Hyeok Lee, Byung-Gyu Kim, Jin Soo Choi:
Fast mode decision scheme using sum of the absolute difference-based Bayesian model for the H.264/AVC video standard. IET Signal Process. 8(5): 530-539 (2014)
[j17]
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Gwang-Soo Hong, Byung-Gyu Kim, Kee-Koo Kwon:
Efficient Depth Map Estimation Method Based on Gradient Weight Cost Aggregation Strategy for Distributed Video Sensor Networks. Int. J. Distributed Sens. Networks 10 (2014)
[j16]
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Sung Ki Kim, Byung-Gyu Kim, Byoung-Joon Min:
Intrusion-Tolerant Jini Service Architecture for Integrating Security and Survivability Support in DSN. Int. J. Distributed Sens. Networks 10 (2014)
[j15]
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Chan-seob Park, Ryong Baek, Woong Hoe, Byung-Gyu Kim, Hyun-Jun Lee:
Efficient Wireless Vibration Data Sensing and Signal Processing Technique Based on the Android Platform. Int. J. Distributed Sens. Networks 10 (2014)
2013
[j14]
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Gwang-Soo Hong, Byung-Gyu Kim, Jeong-Bae Lee:
Adaptive layer selection technique for low-power scalable video coding (SVC) system. New Rev. Hypermedia Multim. 19(3-4): 273-285 (2013)
2012
[j13]
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Hyo-Sung Kim, Jong-Hyeok Lee, Chang-Ki Kim, Byung-Gyu Kim:
Zoom Motion Estimation Using Block-Based Fast Local Area Scaling. IEEE Trans. Circuits Syst. Video Technol. 22(9): 1280-1291 (2012)
2008
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Jong-Ho Kim, Byung-Gyu Kim:
Fast block mode decision algorithm in H.264/AVC video coding. J. Vis. Commun. Image Represent. 19(3): 175-183 (2008)
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Byung-Gyu Kim:
Fast Selective Intra-Mode Search Algorithm Based on Adaptive Thresholding Scheme for H.264/AVC Encoding. IEEE Trans. Circuits Syst. Video Technol. 18(1): 127-133 (2008)
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Byung-Gyu Kim:
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. 18(2): 273-279 (2008)
2007
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Jong-Ho Kim, Byung-Gyu Kim, Chang-Sik Cho:
Fast Intra-Mode Prediction Algorithm in H.264/AVC Video Coding. IEICE Trans. Inf. Syst. 90-D(8): 1320-1323 (2007)
2006
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Byung-Gyu Kim, Seon-Tae Kim, Seok-Kyu Song, Pyeong-Soo Mah:
Novel Block Motion Estimation Based on Adaptive Search Patterns. IEICE Trans. Inf. Syst. 89-D(4): 1586-1591 (2006)
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Byung-Gyu Kim, Dong-Jo Park:
Novel target segmentation and tracking based on fuzzy membership distribution for vision-based target tracking system. Image Vis. Comput. 24(12): 1319-1331 (2006)
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Byung-Gyu Kim, Suk-Kyu Song, Pyoung-Soo Mah:
Enhanced block motion estimation based on distortion-directional search patterns. Pattern Recognit. Lett. 27(12): 1325-1335 (2006)
2004
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Byung-Gyu Kim, Dong-Jo Park:
Novel Thresholding Algorithm for Change Detection in Video Sequence. IEICE Trans. Inf. Syst. 87-D(5): 1271-1275 (2004)
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Byung-Gyu Kim, Sung-Yun Jung, Dong-Jo Park:
Robust Profile Verification Scheme Based On Ear Reference Coordinate System. Int. J. Pattern Recognit. Artif. Intell. 18(4): 685-700 (2004)
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Byung-Gyu Kim, Dong-Jo Park:
Unsupervised video object segmentation and tracking based on new edge features. Pattern Recognit. Lett. 25(15): 1731-1742 (2004)
2003
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Byung-Gyu Kim, Jae-Ick Shim, Dong-Jo Park:
Fast image segmentation based on multi-resolution analysis and wavelets. Pattern Recognit. Lett. 24(16): 2995-3006 (2003)
2001
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Byung-Gyu Kim, Do-Jong Kim, Dong-Jo Park:
Novel precision target detection with adaptive thresholding for dynamic image segmentation. Mach. Vis. Appl. 12(5): 259-270 (2001)

Conference and Workshop Papers

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2024
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Chae-Lin Kim, Ga-Eun Lee, Young-Ju Choi, Jiwoo Kang, Byung-Gyu Kim:
Channel Selective Relation Network for Efficient Few-shot Facial Expression Recognition. ICCE 2024: 1-3
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Young-Woon Lee, Qurat Ul Ain Aisha, Byung-Gyu Kim:
Pixel Embedding for Fractional Interpolation in Video Coding. ICPR (32) 2024: 1-16
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Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim:
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation. ICPR (11) 2024: 325-339
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Anitha Rani Inturi, Vazhora Malayil Manikandan, Partha Pratim Roy, Byung-Gyu Kim:
Multi-Level Feature Exploration Using LSTM-Based Variational Autoencoder Network for Fall Detection. ICPR (16) 2024: 399-414
2021
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Young-Woon Lee, Young Jin Heo, Chang-Sik Cho, Byung-Gyu Kim:
Open-CL based Multi GPU Acceleration for Video Object Detection. ICCE 2021: 1-3
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Woon-Ha Yeo, Young Jin Heo, Young Ju Choi, Seo-Jeon Park, Byung-Gyu Kim:
Scene Classification Algorithm Based on Semantic Segmented Objects. ICCE 2021: 1-4
2020
[c35]
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Young Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC). ACIVS 2020: 384-395
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Young Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Wavelet Attention Embedding Networks for Video Super-Resolution. ICPR 2020: 7314-7320
2019
[c33]
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Seung-mok Yoo, Chang-Sik Cho, KyungHee Lee, Jaebok Park, Seok Jin, Young-Woon Lee, Byung-Gyu Kim:
Structure of Deep Learning Inference Engines for Embedded Systems. ICTC 2019: 920-922
2018
[c32]
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Young-Woon Lee, Ji-Hae Kim, Young Ju Choi, Byung-Gyu Kim:
CNN-based approach for visual quality improvement on HEVC. ICCE 2018: 1-3
[c31]
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Da-Mi Jeong, Ji-Hae Kim, Young-Woon Lee, Byung-Gyu Kim:
Robust Weighted Keypoint Matching Algorithm for Image Retrieval. ICVIP 2018: 145-149
[c30]
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Jong-Hyeok Lee, Jin-Sung Kim, Young Ju Choi, Ji-Yeon Lee, Byung-Gyu Kim:
Quality Improvement Algorithm for HDR Video Compression Based on HEVC. TENCON 2018: 1258-1262
2017
[c29]
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Andreas P. Plageras, Kostas E. Psannis, Brij B. Gupta, Christos Stergiou, Byung-Gyu Kim, Yutaka Ishibashi:
Solutions for inter-connectivity and security in a smart hospital building. INDIN 2017: 174-179
[c28]
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Andreas P. Plageras, Christos Stergiou, George Kokkonis, Kostas E. Psannis, Yutaka Ishibashi, Byung-Gyu Kim, Brij B. Gupta:
Efficient Large-scale Medical Data (eHealth Big Data) Analytics in Internet of Things. CBI (2) 2017: 21-27
2016
[c27]
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Gwang-Soo Hong, Jong-Kweon Park, Byung-Gyu Kim:
Near real-time local stereo matching algorithm based on fast guided image filtering. EUVIP 2016: 1-5
[c26]
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Gwang-Soo Hong, Min-Su Koo, Avishek Saha, Byung-Gyu Kim:
Efficient local stereo matching technique using weighted guided image filtering (WGIF). ICCE 2016: 484-485
[c25]
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Andreas P. Plageras, Kostas E. Psannis, Yutaka Ishibashi, Byung-Gyu Kim:
IoT-based surveillance system for ubiquitous healthcare. IECON 2016: 6226-6230
2015
[c24]
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Woong Hu, Min-Su Koo, Jae-Hyun Nam, Byung-Gyu Kim, Sung Ki Kim:
Robust Feature Design for Object Detection. CSA/CUTE 2015: 117-123
[c23]
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Jong-Hyeok Lee, Kyung-Soon Jang, Byung-Gyu Kim, Seyoon Jeong, Jin Soo Choi:
Fast intra mode decision algorithm based on local binary patterns in High Efficiency Video Coding (HEVC). ICCE 2015: 270-272
[c22]
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Jae-Hyun Nam, Seung-Hoon Yang, Woong Hu, Byung-Gyu Kim:
A Robust Real-Time Road Detection Algorithm Using Color and Edge Information. ISVC (2) 2015: 532-541
2014
[c21]
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Byung Wook Kim, Byung-Gyu Kim:
Exclusive Region Based Scheduling for MB-OFDM UWB Using Hidden Pilot Sequences. FCC 2014: 29-35
[c20]
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Jong-Hyeok Lee, Kalyan Goswami, Byung-Gyu Kim:
A New Fast Encoding Algorithm Based on Motion Activity for High Efficiency Video Coding (HEVC). FCC 2014: 271-278
[c19]
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Zaniar Hoseini, Kye-Shin Lee, Byung-Gyu Kim:
Macro Modeling Approach for Semi-digital Smart Integrated Circuits. FCC 2014: 289-296
[c18]
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Seung-Hun Yang, Gwang-Soo Hong, Beak Ryong, Byung-Gyu Kim:
Novel Real-Time Automobile Detection Algorithm for Blind Spot Area. FCC 2014: 821-832
2013
[c17]
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Jong-Hyeok Lee, Chan-seob Park, Byung-Gyu Kim, Dong-San Jun, Soon-Heung Jung, Jin Soo Choi:
Novel fast PU decision algorithm for the HEVC video standard. ICIP 2013: 1982-1985
[c16]
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  - conf/music/KimCKM13
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Sung Ki Kim, Jae-Yeong Choi, Byung-Gyu Kim, Byoung-Joon Min:
Intrusion-Tolerant Jini Service Architecture for Ensuring Survivability of U-Services Based on WSN. MUSIC 2013: 117-124
[c15]
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Gwang-Soo Hong, Byung-Gyu Kim, Tae-Jung Kim, Jeong-Ju Yu:
Efficient depth map estimation method based on gradient weight cost aggregation strategy. VCIP 2013: 1-5
2012
[c14]
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  - conf/icce-berlin/LeePK12
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Jong-Hyeok Lee, Chan-seob Park, Byung-Gyu Kim:
Fast coding algorithm based on adaptive coding depth range selection for HEVC. ICCE-Berlin 2012: 31-33
[c13]
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Tae-Jung Eom, Kalyan Goswami, Byung-Gyu Kim, Jeong Lee:
Hybrid color space based road sign detection technique. ICCE-Berlin 2012: 81-83
[c12]
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  - conf/iccel/HilmiGLK12
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Badrul Hilmi, Kalyan Goswami, Jong-Hyuk Lee, Byung-Gyu Kim:
Fast inter-mode decision algorithm for H.264/AVC using macroblock correlation and motion complexity analysis. ICCE 2012: 90-91
2010
[c11]
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Jong-Ho Kim, Hyo-Sung Kim, Byung-Gyu Kim, Hui Yong Kim, Seyoon Jeong, Jin Soo Choi:
Fast block mode decision scheme for B-picture coding in H.264/AVC. ICIP 2010: 2873-2876
2009
[c10]
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  - conf/icmcs/KimRL09
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Byung-Gyu Kim, Krishna Reddy, Kee-Wook Lim:
Dynamic search range control algorithm for inter-frame coding in scalable video coding. ICME 2009: 225-228
[c9]
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  - conf/iscas/KimRP09
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Byung-Gyu Kim, Krishna Reddy, Yoon-Young Park:
Fast Mode Decision Algorithm for Inter-frame Coding in H.264 Extended Scalable Video Coding. ISCAS 2009: 2345-2348
2008
[c8]
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Jong-Ho Kim, Byung-Gyu Kim, Munchurl Kim:
An efficient intra mode selection scheme for inter frame coding in H.264|AVC video coding. ICME 2008: 693-696
[c7]
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Byung-Gyu Kim, Chang-Sik Cho, Tae-Jeong Kim:
Fast selective-intra mode search algorithm based on macro-block tracking for inter-frames in the H.264/AVC video standard. ISCAS 2008: 3502-3505
2007
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  - conf/icip/KimC07
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Byung-Gyu Kim, Chang-Sik Cho:
A Fast Inter-Mode Decision Algorithm Based on Macro-Block Tracking for P Slices in the H.264/AVC Video Standard. ICIP (5) 2007: 301-304
[c5]
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Jong-Ho Kim, Byung-Gyu Kim, Chang-Sik Cho:
Distortion-Based Partial Distortion Search for Fast Motion Estimation. ICME 2007: 1599-1602
2006
[c4]
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Byung-Gyu Kim, Suk-Kyu Song, Chang-Sik Cho:
Efficient Inter-Mode Decision Based on Contextual Prediction for the P-Slice in H.264/AVC Video Coding. ICIP 2006: 1333-1336
[c3]
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Jong-Ho Kim, Byung-Gyu Kim, Suk-Kyu Song, Chang-Sik Cho:
A Directional & Adaptive Diamond Search by Adaptive Pattern Switching with a Predicted Motion Vector. ICIP 2006: 2357-2360
2004
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Byung-Gyu Kim, Pyeong-Soo Mah, Dong-Jo Park, Jik-Han Jung, Ju-Seok Park:
Non-contrast Based Edge Descriptor for Image Segmentation. ICPR (1) 2004: 572-575
2002
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  - https://dblp.org/rec/conf/icpr/KimKP02
Byung-Gyu Kim, Han-Ju Kim, Dong-Jo Park:
New Enhancement Algorithm for Fingerprint Images. ICPR (3) 2002: 879-882

Informal and Other Publications

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2024
[i5]
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  - journals/corr/abs-2408-13930
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  - https://dblp.org/rec/journals/corr/abs-2408-13930
Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim:
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation. CoRR abs/2408.13930 (2024)
2023
[i4]
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  - journals/corr/abs-2311-11250
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  - https://dblp.org/rec/journals/corr/abs-2311-11250
Sudhanshu Kumar, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim:
A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and Applications. CoRR abs/2311.11250 (2023)
2022
[i3]
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  - journals/corr/abs-2208-11533
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  - https://dblp.org/rec/journals/corr/abs-2208-11533
Hye-Jin Park, Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for Object Detection. CoRR abs/2208.11533 (2022)
2021
[i2]
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  dblp key:
  - journals/corr/abs-2104-01353
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  - https://dblp.org/rec/journals/corr/abs-2104-01353
Young Jin Heo, Young Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Deepfake Detection Scheme Based on Vision Transformer and Distillation. CoRR abs/2104.01353 (2021)
[i1]
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  dblp key:
  - journals/corr/abs-2106-07190
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  - https://dblp.org/rec/journals/corr/abs-2106-07190
Young Ju Choi, Young-Woon Lee, Byung-Gyu Kim:
Group-based Bi-Directional Recurrent Wavelet Neural Networks for Video Super-Resolution. CoRR abs/2106.07190 (2021)

Coauthor Index

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