Scholarworks@UNIST: Browsing Repository

3DMesh-GAR: 3D Human Body Mesh-Based Method for Group Activity Recognition File File

Saqlain, Muhammad , Kim, Donguk , Cha, Junuk , Lee, Changhwa , Lee, Seongyeong , Baek, Seungryul

Article Issue Date2022-02 View118

A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-01 View176

A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver File

Lee, Hoon , Quek, Tony Q. S. , Lee, Sang Hyun

Article Issue Date2020-02 View144

A Deep Learning-based Cryptocurrency Price Prediction Model That Uses On-chain Data File File

Kim, Gyeongho , Shin, Dong-Hyun , Choi, Jae Gyeong , Lim, Sunghoon

Article Issue Date2022-06 View123

A MATHEMATICAL FRAMEWORK FOR DEEP LEARNING IN ELASTIC SOURCE IMAGING File

Yoo, Jaejun , Wahab, Abdul , Ye, Jong Chul

Article Issue Date2018-10 View113

A multi-domain mixture density network for tool wear prediction under multiple machining conditions File File

Kim, Gyeongho , Yang, Sang Min , Kim, Sinwon , Kim, Do Young , Choi, Jae Gyeong , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2023-12 View168

A new statistical downscaling approach for short-term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation File

Cho, Dongjin , Im, Jungho , Jung, Sihun

Article Issue Date2024-04 View242

Advanced thermal monitoring in scaled reactors using deep learning-enhanced drone IR imaging File

Lim, Doyeong , Jin, Ik Jae , Bang, In Cheol

Article Issue Date2025-07 View121

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery File File

Pyo, JongCheol , Duan, Hongtao , Ligaray, Mayzonee , Kim, Minjeong , Baek, Sangsoo , Kwon, Yong Sung , Lee, Hyuk , Kang, Taegu , Kim, Kyunghyun , Cha, YoonKyung , et al

Article Issue Date2020-03 View115

Application of YOLO and ResNet in Heat Staking Process Inspection File File

Jung, Hail , Rhee, Jeongjin

Article Issue Date2022-12 View90

Applying Multistep Classification Techniques With Pre-Classification to Recognize Static and Dynamic Hand Gestures Using a Soft Sensor-Embedded Glove File

Jeon, Sujin , Park, Soyeon , Bae, Joonbum , Lim, Sunghoon

Article Issue Date2024-10 View129

Automated peak picking using region-based convolutional neural network for operational modal analysis File

Kim, Hyunjun , Sim, Sung-Han

Article Issue Date2019-11 View181

Automated Synthetic Contrast-Enhanced MRI Improves Choroid Plexus Segmentation in Parkinsonian Syndromes File File

Ambaye, Dagnachew Tessema , Jo, Sungyang , Candan, Huseyin Enes , Tessema, Abel Worku , Myratgeldiyev, Nepes , Suh, Chong Hyun , Ryu, Jihong , Chung, Sun Ju , Lee, Hansol , Lee, Jae-Hyeok , et al

Article Issue Date2025-12 View16

Automated wireless monitoring system for cable tension forces using deep learning File

Jeong, Seunghoo , Kim, Hyunjun , Lee, Junhwa , Sim, Sung-Han

Article Issue Date2021-07 View133

Computational approach for plasma process optimization combined with deep learning model File

Ko, Jungmin , Bae, Jinkyu , Park, Minho , Jo, Younghyun , Lee, Hyunjae , Kim, Kyunghyun , Yoo, Suyoung , Nam, Sang Ki , Sung, Dougyong , Kim, Byungjo

Article Issue Date2023-08 View135

Contrast Transfer Function-Based Exit-Wave Reconstruction and Denoising of Atomic-Resolution Transmission Electron Microscopy Images of Graphene and Cu Single Atom Substitutions by Deep Learning Framework File File

Lee, Jongyeong , Lee, Yeongdong , Kim, Jaemin , Lee, Zonghoon

Article Issue Date2020-10 View121

Conversion of single-energy CT to parametric maps of dual-energy CT using convolutional neural network File

Kim, Sangwook , Lee, Jimin , Kim, Jungye , Kim, Bitbyeol , Choi, Chang Heon , Jung, Seongmoon

Article Issue Date2024-06 View118

Cross-Section Bead Image Prediction in Laser Keyhole Welding of AISI 1020 Steel Using Deep Learning Architectures File File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2020-04 View130

Deep Learning Approach for Outage-Constrained Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2022-03 View95

Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model File File

Baek, Sang-Soo , Pyo, JongCheol , Kwon, Yong Sung , Chun, Seong-Jun , Baek, Seung Ho , Ahn, Chi-Yong , Oh, Hee-Mock , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-10 View131

Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks File

Yu, Daesung , Lee, Hoon , Park, Seok-Hwan , Hong, Seung-Eun

Article Issue Date2021-10 View117

Deep Learning Methods for Universal MISO Beamforming File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2020-11 View151

Deep learning with domain adaptation for accelerated projection-reconstruction MR File

Han, Yoseob , Yoo, Jaejun , Kim, Hak Hee , Shin, Hee Jung , Sung, Kyunghyun , Ye, Jong Chul

Article Issue Date2018-09 View95

Deep Learning-Based Limited Feedback Designs for MIMO Systems File

Jang, Jeonghyeon , Lee, Hoon , Hwang, Sangwon , Ren, Haibao , Lee, Inkyu

Article Issue Date2020-04 View79

Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data File

Kim, Miae , Lee, Junghye , Im, Jungho

Article Issue Date2018-04 View124

Deep Learning-Based Power Control for Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2019-11 View101

Deep Learning-based Restoration of Noise-corrupted and Saturated Beam Profiles for Real-time Proton Beam Monitoring and Quality Assurance File

Jung, Gwang-il

Thesis Issue Date2025-02 View87

Deep neural network-based reduced-order modeling of ion-surface interactions combined with molecular dynamics simulation File

Kim, Byungjo , Bae, Jinkyu , Jeong, Hyunhak , Hahn, Seung Ho , Yoo, Suyoung , Nam, Sang Ki

Article Issue Date2023-09 View152

Deep Residual Learning for Accelerated MRI Using Magnitude and Phase Networks File

Lee, Dongwook , Yoo, Jaejun , Tak, Sungho , Ye, Jong Chul

Article Issue Date2018-09 View124

Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image Processing File File

Gulenko, Oleksandra , Yang, Hyunmo , Kim, KiSik , Youm, Jin Young , Kim , Minjae , Kim, Yunho , Jung, Woonggyu , Yang, Joon-Mo

Article Issue Date2022-05 View196

Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms File

Lee, Jimin , Kim, Hyejin , Cho, Hyungjoo , Jo, Youngju , Song, Yujin , Ahn, Daewoong , Lee, Kangwon , Park, Yongkeun , Ye, Sung-Joon

Article Issue Date2019-06 View103

Deep-Learning-Based Predictive Architectures for Self-Piercing Riveting Process File File

Oh, Sehyeok , Kim, Hyun Kyung , Jeong, Taek-Eon , Kam, Dong-Hyuck , Ki, Hyungson

Article Issue Date2020-06 View167

DeepVehicleSense: An Energy-Efficient Transportation Mode Recognition Leveraging Staged Deep Learning Over Sound Samples File

Lee, Sungyong , Lee, Jinsung , Lee, Kyunghan

Article Issue Date2023-06 View78

Development of a Privacy-Preserving UAV System With Deep Learning-Based Face Anonymization File File

Lee, Harim , Kim, Myeung Un , Kim, Yeongjun , Lyu, Hyeonsu , Yang, Hyun Jong

Article Issue Date2021-10 View73

Energy Consumption Forecasting in Korea Using Machine Learning Algorithms File

Shin, Sun-Youn , Woo, Han-Gyun

Article Issue Date2022-07 View199

Explaining deep learning-based representations of resting state functional connectivity data: focusing on interpreting nonlinear patterns in autism spectrum disorder File File

Kim, Young-geun , Ravid, Orren , Zheng, Xinyuan , Kim, Yoojean , Neria, Yuval , Lee, Seonjoo , He, Xiaofu , Zhu, Xi

Article Issue Date2024-05 View16

From Vision to Motion: Translating Large-Scale Knowledge for Data-Scarce IMU Applications File

Yoon, Hyungjun , Cha, Hyeongheon , Nguyen, Hoang C. , Gong, Taesik , Lee, Sung-Ju

Article Issue Date2025-09 View58

Hybrid Deep Learning Crystallographic Mapping of Polymorphic Phases in Polycrystalline Hf0.5Zr0.5O2 Thin Films File

Kim, Young-Hoon , Yang, Sang-Hyeok , Jeong, Myoungho , Jung, Min-Hyoung , Yang, Daehee , Lee, Hyangsook , Moon, Taehwan , Heo, Jinseong , Jeong, Hu Young , Lee, Eunha , et al

Article Issue Date2022-05 View112

Improving Energy Efficiency Fairness of Wireless Networks: A Deep Learning Approach File File

Lee, Hoon , Jang, Han Seung , Jung, Bang Chul

Article Issue Date2019-11 View101

In-situ monitoring of the membrane fouling using image sensing File File

Park, Sanghun

Thesis Issue Date2021-02 View80

ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising File File

Lee, Kanggeun , Jeong, Won-Ki

Article Issue Date2021-11 View106

Learning Decentralized Power Control in Cell-Free Massive MIMO Networks File

Yu, Daesung , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-07 View100

Learning Robust Beamforming for MISO Downlink Systems File

Kim, Junbeom , Lee, Hoon , Park, Seok-Hwan

Article Issue Date2021-06 View95

Multimodal deep learning for enhanced temperature prediction with uncertainty quantification in directed energy deposition (DED) process File File

Baek, Adrian Matias Chung , Kim, Taehwan , Seong, Minkyu , Lee, Seungjae , Kang, Hogyeong , Park, Eunju , Jung, Im Doo , Kim, Namhun

Article Issue Date2025-03 View95

Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge File File

Li, Jiepan , Huang, He , Xia, Yu , Xu, Xian , Wu, Yingxin , Guo, Qi , Liu, Yinhe , Zhong, Yanfei , Min, Jeongho , Son, Sungbin , et al

Article Issue Date2025-08 View64

Multistage Net: Learning Continuous Multistage Manufacturing Processes of Liquid Products Without Intermediate Output and Lead-Time Labels File File

Cho, Hojin , Lim, Chiehyeon

Article Issue Date2024-12 View196

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles File File

Kim, Jaeho , Kang, Hyewon , Yang, Jaewan , Jung, Haneul , Lee, Seulki , Lee, Junghye

Article Issue Date2023-09 View164

Neural decoding of Aristotle tactile illusion using deep learning-based fMRI classification File

Lee, Eunji , Kim, Ji-Hyun , Park, Jaeseok , Kim, Sung-Phil , Shin, Taehoon

Article Issue Date2025-06 View66

Online Safety Zone Estimation and Violation Detection for Nonstationary Objects in Workplaces File File

Cho, Hyunjoong , Lee, Kyuiyong , Choi, Nakkwan , Kim, Seok , Lee, Jinhwi , Yang, Seungjoon

Article Issue Date2022-04 View125

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View203

Prediction of Alzheimer's disease-specific phospholipase c gamma-1 SNV by deep learning-based approach for high-throughput screening File

Kim, Sung-Hyun , Yang, Sumin , Lim, Key-Hwan , Ko, Euiseng , Jang, Hyun-Jun , Kang, Mingon , Suh, Pann-Ghill , Joo, Jae-Yeol

Article Issue Date2021-01 View83

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach File File

Baek, Sang-Soo , Pyo, Jongcheol , Chun, Jong Ahn

Article Issue Date2020-12 View119

Probabilistic machine learning-based phytoplankton abundance using hyperspectral remote sensing File

Kwon, Do Hyuck , Ahn, Jung Min , Pyo, Jong Cheol , Lee, Jiye , Abbas, Ather , Park, Sanghyun , Kim, Kyunghyun , Lee, Hyuk , Cho, Kyung Hwa

Article Issue Date2025-12 View13731

Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions File File

Vania, Malinda , Tama, Bayu Adhi , Maulahela, Hasan , Lim, Sunghoon

Article Issue Date2023-06 View113

SAR remote sensing for monitoring harmful algal blooms using deep learning models File File

Phetanan, Kritnipit , Kwon, Do Hyuck , Lee, Jinmyeong , Jeong, Heewon , Nam, Gibeom , Hwang, Euiho , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2025-12 View7446

Single image reflection removal using non-linearly synthesized glass images and semantic context File File

Han, Byeong-Ju , Sim, Jae-Young

Article Issue Date2019-11 View104

The physical logic of protein machines File

Mcbride, John M. , Tlusty, Tsvi

Article Issue Date2024-02 View159

Towards Single 2D Image-Level Self-Supervision for 3D Human Pose and Shape Estimation File File

Cha, Junuk , Saqlain, Muhammad , Lee, Changhwa , Lee, Seongyeong , Lee, Seungeun , Kim, Donguk , Park, Won-Hee , Baek, Seungryul

Article Issue Date2021-10 View131

Transformer-based reranking for improving Korean morphological analysis systems File File

Ryu, Jihee , Lim, Soojong , Kwon, Oh-Woog , Na, Seung-Hoon

Article Issue Date2024-02 View104

TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model using MRI File File

Jun, Yunkyoung , Jin ,Seokha , Myung, Noehyun , Jeong, Jiwoo , Lee, Jimin , Cho, Hyungjoon

Article Issue Date2023-06 View154

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