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GWANGHYUN YU
GWANGHYUN YU
Electronic engineering
jnu.ac.kr의 이메일 확인됨 - 홈페이지
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Superpixel image classification with graph convolutional neural networks based on learnable positional embedding
JH Bae, GH Yu, JH Lee, DT Vu, LH Anh, HG Kim, JY Kim
Applied Sciences 12 (18), 9176, 2022
162022
Text data augmentation for the korean language
DT Vu, G Yu, C Lee, J Kim
Applied Sciences 12 (7), 3425, 2022
142022
Yielding multi-fold training strategy for image classification of imbalanced weeds
VH Trong, YG Hyun, KJ Young, PT Bao
Applied Sciences 11 (8), 3331, 2021
132021
Real-time implementation of human detection in thermal imagery based on CNN
N Shahid, GH Yu, TD Trinh, DS Sin, JY Kim
한국정보기술학회논문지 17 (1), 107-121, 2019
112019
Pavement crack detection and segmentation based on deep neural network
HT Nguyen, GH Yu, SY Na, JY Kim, KS Seo
Journal of Korean Institute of Information Technology 17 (9), 99-112, 2019
92019
Deep learning-based defective product classification system for smart factory
HT Nguyen, N Shin, GH Yu, GJ Kwon, WY Kwak, JY Kim
The 9th International Conference on Smart Media and Applications, 80-85, 2020
82020
Revisiting low-resolution images retrieval with attention mechanism and contrastive learning
TV Dang, GH Yu, JY Kim
Applied Sciences 11 (15), 6783, 2021
52021
Stride-TCN for Energy Consumption Forecasting and Its Optimization
LH Anh, GH Yu, DT Vu, JS Kim, JI Lee, JC Yoon, JY Kim
Applied Sciences 12 (19), 9422, 2022
42022
Analyze weeds classification with visual explanation based on Convolutional Neural Networks
HT Vo, GH Yu, HT Nguyen, JH Lee, TV Dang, JY Kim
Smart Media Journal 8 (3), 31-40, 2019
42019
Selective layer tuning and performance study of pre-trained models using genetic algorithm
JC Jeong, GH Yu, MG Song, DT Vu, LH Anh, YA Jung, YA Choi, TW Um, ...
Electronics 11 (19), 2985, 2022
32022
Capsule network with shortcut routing
TV Dang, HT Vo, GH Yu, JY Kim
IEICE Transactions on Fundamentals of Electronics, Communications and …, 2021
32021
A study on weeds retrieval based on deep neural network classification model
VH Trong, GH Yu, DT Vu, JH Lee, NH Toan, JY Kim
J Korean Inst Inf Technol 18 (8), 19-30, 2020
32020
Real-time Moving Object Detection Based on RPCA via GD for FMCW Radar
HT Nguyen, GH Yu, SY Na, JY Kim, KS Seo
한국정보기술학회논문지 17 (6), 103-114, 2019
32019
DelayNet: Enhancing Temporal Feature Extraction for Electronic Consumption Forecasting with Delayed Dilated Convolution
LH Anh, GH Yu, DT Vu, HG Kim, JY Kim
Energies 16 (22), 7662, 2023
22023
EffShuffNet: An Efficient Neural Architecture for Adopting a Multi-Model
JI Kim, GH Yu, J Lee, DT Vu, JH Kim, HS Park, JY Kim, SH Hong
Applied Sciences 13 (6), 3505, 2023
22023
A study on applying homomorphic filter and Deep Neural Network for apple trees diseases classification
HT Vo, GH Yu, HT Nguyen, JH Lee, TV Dang, JY Kim
The 9th International Conference on Smart Media and Applications, 92-96, 2020
22020
SDSL: Spectral Distance Scaling Loss Pretraining SwinUNETR for 3D Medical Image Segmentation
J Lee, DT Vu, G Yu, JS Kim, K Kim, JY Kim
IEEE Access, 2024
12024
Towards feasible capsule network for vision tasks
DT Vu, LBT An, JY Kim, GH Yu
Applied Sciences 13 (18), 10339, 2023
12023
A Study about Learning Graph Representation on Farmhouse Apple Quality Images with Graph Transformer
JH Bae, JH Lee, GH Yu, GJ Kwon, JY Kim
Smart Media Journal 12 (1), 9-16, 2023
12023
Convolutional Neural Network-based image retrieval with degraded sample
TV Dang, GH Yu, HT Nguyen, HT Vo, JH Lee, JY Kim
The 9th International Conference on Smart Media and Applications, 86-91, 2020
12020
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