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Gwanghyun Yu · SciRah

Researcher profile · Semantic Scholar

Gwanghyun Yu

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Gwanghyun Yu — researcher profile on SciRah

h-index: 7
Works: 46
Citations: 238

Most-cited papers

Late fusion of multimodal deep neural networks for weeds classification
Trong Hoang Vo, Gwanghyun Yu, Dang Thanh Vu, Jin-Young Kim
2020Computers and Electronics in Agriculture97 citations
Semantic Scholar
Superpixel Image Classification with Graph Convolutional Neural Networks Based on Learnable Positional Embedding
Ji-Hun Bae, Gwanghyun Yu, Ju-Hwan Lee, D. Vu +3 more
2022Applied Sciences20 citations Open access
Semantic Scholar
Defective Product Classification System for Smart Factory Based on Deep Learning
H. Nguyen, Gwanghyun Yu, Nu-ri Shin, Gyeong-Ju Kwon +2 more
2021Electronics20 citations Open access
Semantic Scholar
VL-PAW: A Vision–Language Dataset for Pear, Apple and Weed
Gwanghyun Yu, L. Anh, D. Vu, Jin Lee +4 more
2025Electronics15 citations Open access
Semantic Scholar
Text Data Augmentation for the Korean Language
D. Vu, Gwanghyun Yu, Chilwoo Lee, Jinyoung Kim
2022Applied Sciences15 citations Open access
Semantic Scholar
Pavement Crack Detection and Segmentation Based on Deep Neural Network
H. Nguyen, Gwanghyun Yu, You-Na Seung, J. Y. Kim +1 more
2019The Journal of Korean Institute of Information Technology8 citations
Semantic Scholar
Deep learning-based defective product classification system for smart factory
H. Nguyen, Nu-ri Shin, Gwanghyun Yu, Gyeong-Ju Kwon +2 more
2020International Conference on Smart Media and Applications7 citations
Semantic Scholar
Towards Feasible Capsule Network for Vision Tasks
D. Vu, Le An, Jin Young Kim, Gwanghyun Yu
2023Applied Sciences6 citations Open access
Semantic Scholar
Stride-TCN for Energy Consumption Forecasting and Its Optimization
L. Anh, Gwanghyun Yu, D. Vu, Jin Kim +3 more
2022Applied Sciences6 citations Open access
Semantic Scholar
Revisiting Low-Resolution Images Retrieval with Attention Mechanism and Contrastive Learning
Thanh-Vu Dang, Gwanghyun Yu, Jin-young Kim
2021Applied Sciences6 citations Open access
Semantic Scholar
Partial Transfer Learning from Patch Transformer to Variate-Based Linear Forecasting Model
L. Anh, D. Vu, Seungmin Oh, Gwanghyun Yu +4 more
2024Energies5 citations Open access
Semantic Scholar
Real-Time Implementation of Human Detection in Thermal Imagery Based on CNN
Nazeer Shahid, Gwanghyun Yu, T. Trinh, Do-Seong Sin +1 more
2019The Journal of Korean Institute of Information Technology5 citations
Semantic Scholar
Selective Layer Tuning and Performance Study of Pre-Trained Models Using Genetic Algorithm
Jae-Cheol Jeong, Gwanghyun Yu, M. Song, D. Vu +5 more
2022Electronics4 citations Open access
Semantic Scholar
SDSL: Spectral Distance Scaling Loss Pretraining SwinUNETR for 3D Medical Image Segmentation
Jin Lee, D. Vu, Gwanghyun Yu, Jinsul Kim +2 more
2024IEEE Access3 citations Open access
Semantic Scholar
EffShuffNet: An Efficient Neural Architecture for Adopting a Multi-Model
Jong-In Kim, Gwanghyun Yu, Jin Lee, D. Vu +4 more
2023Applied Sciences3 citations Open access
Semantic Scholar
Capsule Network with Shortcut Routing
Thanh-Vu Dang, Hoang-Trong Vo, Gwanghyun Yu, Jin Young Kim
2021IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences3 citations Open access
Semantic Scholar
Inception-Residual Block based Neural Network for Thermal Image Denoising
Seong-Min Hwang, Gwanghyun Yu, H. Nguyen, Nazeer Shahid +3 more
2018arXiv.org3 citations
Semantic Scholar
Patch-Wise-Based Self-Supervised Learning for Anomaly Detection on Multivariate Time Series Data
Seungmin Oh, L. Anh, D. Vu, Gwanghyun Yu +2 more
2024Mathematics2 citations Open access
Semantic Scholar
DelayNet: Enhancing Temporal Feature Extraction for Electronic Consumption Forecasting with Delayed Dilated Convolution
L. Anh, Gwanghyun Yu, D. Vu, Hyoung-Gook Kim +1 more
2023Energies2 citations Open access
Semantic Scholar
An efficient transmission method based on HEVC multi-view adaptive video streaming over P2P network in NFV
L. Ma, Gwanghyun Yu, Jin-Young Kim, Yonggwan Won +1 more
2018Journal of Supercomputing2 citations
Semantic Scholar
Contrastive Learning with Feature Space Interpolation for Retrieval-Based Chest X-Ray Report Generation
Zahid Ur Rahman, Gwanghyun Yu, Lee Jin, Jin Young Kim
2026Applied Sciences1 citations Open access
Semantic Scholar
Aligning Textual Information with Time Series via Cross-Modal Attention for Time Series Forecasting
L. Anh, D. Vu, Gwanghyun Yu, Seungmin Oh +2 more
2026Electronics1 citations Open access
Semantic Scholar
HU-based Foreground Masking for 3D Medical Masked Image Modeling
Jin Lee, V. Dang, Gwanghyun Yu, Anh Le +6 more
2025AMAI@MICCAI1 citations
Semantic Scholar
Smart Farm Sensor Data and Deep Learning Prediction Models for Strawberry Growth in All Seasons
C. Park, Soo-Chang Lee, Mi-Jeong Lee, Jin-young Kim +1 more
2024Journal of Digital Contents Society1 citations Open access
Semantic Scholar
Korean Text to Gloss: Self-Supervised Learning approach
Thanh-Vu Dang, Jinyoung Kim, Gwanghyun Yu, Ji Yong Kim +2 more
2023Korean Institute of Smart Media1 citations
Semantic Scholar
Convolutional Neural Network-based image retrieval with degraded sample
Thanh-Vu Dang, Gwanghyun Yu, H. Nguyen, Hoang-Trong Vo +2 more
2020International Conference on Smart Media and Applications1 citations
Semantic Scholar
Real-time Moving Object Detection Based on RPCA via GD for FMCW Radar
Huy T. Nguyen, Gwanghyun Yu, You-Na Seung, J. Y. Kim +1 more
2019The Journal of Korean Institute of Information Technology1 citations
Semantic Scholar
Benchmarking Microscopy Super-Resolution (×4) Deep Learning Models With Point Spread Degradation
D. Vu, Chihoon Kim, L. Anh, SangYun Kim +1 more
2026IEEE Access0 citations Open access
Semantic Scholar
ITR: Iterative Transductive Refinement with a Graph-Reliability Gate for Zero-Shot Agricultural CLIP Classification
Soo-Chang Lee, Jin Lee, Hoang Anh Le, Thanh-Vu Dang +4 more
2026Electronics0 citations Open access
Semantic Scholar
Multi-stage Deep Learning Model-Based Plant Leaf Disease Diagnosis for Sustainable Crop Health Monitoring
Mehdi Hassan, Safdar Ali, Jin Young Kim, Gwanghyun Yu +1 more
2025Applied Fruit Science0 citations
Semantic Scholar
Optimal Fine-Tuning Strategy for Deep Learning Models in Manufacturer-Specific Biliary Stent Classification
Jin Lee, Gwanghyun Yu, June Lee, Byeong-Kwon Shin +5 more
2025Journal of Digital Contents Society0 citations
Semantic Scholar
Prompt Self-Correction for SAM2 Zero-Shot Video Object Segmentation
Jin Lee, Ji-Hun Bae, D. Vu, L. Anh +4 more
2025Electronics0 citations Open access
Semantic Scholar
An efficient approach to detecting and locating abnormal regions on coronary artery image by directional vectors
Tang Thi Phuong Linh, Le Nhi Lam Thuy, Gwanghyun Yu, Jin Young Kim +1 more
2025International Journal of Computational Vision and Robotics0 citations
Semantic Scholar
Study on Selecting the Optimal Deep Learning Model for Classifying Pear Pest Images
Jin Lee, L. Anh, Jin-young Kim, D. Vu +1 more
2024Journal of Digital Contents Society0 citations Open access
Semantic Scholar
ChronoPatternNet: Revolutionizing Electricity Consumption Forecasting with Advanced Temporal Pattern Recognition and Efficient Computational Design
L. Anh, Soo-Chang Lee, Gwanghyun Yu, Jin-young Kim
2024Journal of Digital Contents Society0 citations Open access
Semantic Scholar
A Study about Learning Graph Representation on Farmhouse Apple Quality Images with Graph Transformer
Ji-Hoon Bae, Jinyoung Kim, Ju-Hwan Lee, Gwanghyun Yu +1 more
2023Korean Institute of Smart Media0 citations
Semantic Scholar
Distribution Analysis of Feature Map and Gradients in Mobilenet and Resnet Model Layers using Glorot and He`s initialization
Trong Hoang Vo, Ji-Hoon Bae, Gwanghyun Yu, Jin-young Kim
2021Journal of Digital Contents Society0 citations
Semantic Scholar
A Study on Weeds Retrieval based on Deep Neural Network Classification Model
Trong Hoang Vo, Gwanghyun Yu, D. Vu, Ju-Hwan Lee +2 more
20200 citations
Semantic Scholar
Removing Out – Of – Distribution Samples on Classification Task
Thanh-Vu Dang, Hoang-Trong Vo, Gwanghyun Yu, Ju-Hwan Lee +2 more
20200 citations
Semantic Scholar
A study on applying homomorphic filter and Deep Neural Network for apple trees diseases classification
Hoang-Trong Vo, Gwanghyun Yu, H. Nguyen, Ju-Hwan Lee +2 more
2020International Conference on Smart Media and Applications0 citations
Semantic Scholar
A Study on Applying the SRCNN Model and Bicubic Interpolation to Enhance Low-Resolution Weeds Images for Weeds Classification
Hoang-Trong Vo, Gwanghyun Yu, Thanh-Vu Dang, Ju-Hwan Lee +2 more
2020Korean Institute of Smart Media0 citations
Semantic Scholar
Denoising Efficient Block Based Neural Network for Thermal Image Deonising
Gwanghyun Yu, Seong-Min Hwang, Trong Hoang Vo, D. Vu +4 more
2019The Journal of Korean Institute of Information Technology0 citations
Semantic Scholar
Exotic Weeds Classification : Hierarchical Approach with Convolutional Neural Network
Gwanghyun Yu, Jaewon Lee, Trong Hoang Vo, D. Vu +4 more
20190 citations
Semantic Scholar
Analyze weeds classification with visual explanation based on Convolutional Neural Networks
Hoang-Trong Vo, Gwanghyun Yu, H. Nguyen, Ju-Hwan Lee +2 more
2019Korean Institute of Smart Media0 citations
Semantic Scholar
Linear Depthwise Convolution for Single Image Super-Resolution
Seong-Min Hwang, Gwanghyun Yu, Jinyoung Kim
2019arXiv.org0 citations
Semantic Scholar
An efficient transmission method based on HEVC multi-view adaptive video streaming over P2P network in NFV
Linh Van Ma, Gwanghyun Yu, Jin-Young Kim, Yonggwan Won +1 more
2018Journal of Supercomputing0 citations
Semantic Scholar

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D. Vu×18
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Jin-young Kim×17
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L. Anh×12
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Jinyoung Kim×11
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Thanh-Vu Dang×9

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Ju-Hwan Lee — researcher profile on SciRah

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Jin Young Kim×7

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Hoang-Trong Vo×6

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Trong Hoang Vo×5

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Zahid Ur Rahman×4

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Zahid Ur Rahman — researcher profile on SciRah