Subjects : deep learning (DL)

Articles (452)
Patents (45)
R&D Reports (0)

논문 검색결과
Type	Year	Title	Cited
Journal	2025	Towards Precise Synchronization under Phase Distortion: Signal Design and Deep Learning Chang Kapseok IEEE Transactions on Vehicular Technology, v.74, no.4, pp.6715-6720	0
Journal	2025	Multigas Identification by Temperature-Modulated Operation of a Single Anodic Aluminum Oxide Gas Sensor Platform and Deep Learning Algorithm Lee Byeongju ACS SENSORS, v.10, no.2, pp.954-964	0
Conference	2024	Deep Learning-Based 5G SINR Prediction using Urban DEM data Hahm Gyeong-June International Conference on Sensing, Communication, and Networking (SECON) 2024, pp.1-2
Journal	2024	Series‐arc‐fault diagnosis using feature fusion‐based deep learning model Choi Won Kyu ETRI Journal, v.46, no.6, pp.1061-1074	1
Journal	2024	Deep Learning-Based Emergency Rescue Positioning Technology Using Matching-Map Images Jeon Ju Il Remote Sensing, v.16, no.21, pp.1-22	1
Conference	2024	Distributed Deep Learning for Real-World Implicit Mapping in Multi-Robot Systems Jeong Eun-Ju International Conference on Control, Automation and Systems (ICCAS) 2024, pp.1-7	0
Conference	2024	Evaluating Deep Learning Models for Prediction of Climate Conditions in Greenhouse Jaeyoung Kim International Conference on Consumer Electronics (ICCE) 2024 : Asia, pp.657-660	0
Conference	2024	A deep learning model for classification of uncontrolled diabetics based on microwave resonator measurements of urine Hyeonsung Cho International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1707-1709	0
Journal	2024	Few-Shot PPG Signal Generation via Guided Diffusion Models 강진호 IEEE Sensors Journal, v.24, no.20, pp.32792-32800	0
Journal	2024	ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT 안현호 IEEE Transactions on Industrial Informatics, v.20, no.10, pp.11950-11960	1
Conference	2024	RGB-D Surface Reconstruction using 3D Gaussian Splatting Kim Hye-Sun International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2222-2223	0
Conference	2024	A Study on the Distributed Acoustic Sensing Technology for Deep Learning-based Environmental Monitoring and Failure Classification of Underground Facilities Kim Daegil International Conference on Condition Monitoring and Diagnosis (CMD) 2024, pp.482-484	0
Journal	2024	NEST-C: A deep learning compiler framework for heterogeneous computing systems with artificial intelligence accelerators Jeman Park ETRI Journal, v.46, no.5, pp.851-864	1
Journal	2024	Optimizing Multi-Level Checkpointing for Distributed Deep Learning Workloads on Cloud Spot VM Clusters 조용현 IEEE Access, v.12, pp.116891-116904	1
Conference	2024	Extended LTE Based Fingerprinting Positioning for Emergency Applications by utilizing Seq2seq Model with Beam-Search Inference Chun Sun Sim International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+) 2024, pp.1-6
Journal	2024	Deep learning-based 3D reconstruction from multiple images: A survey Chuhua Wang Neurocomputing, v.597, pp.1-23	4
Journal	2024	A Training/Inference Strategy based on Restart: Improvement of Performance of Koopman Autoencoder for Future Estimation Park Sangjun 전기학회논문지, v.73, no.8, pp.1376-1383	0
Conference	2024	A Case Study on the Generation of Big Data and Carbon Dioxide Concentration Analysis on Office Air Quality Using a Simple Monitor System Yo Han Choi International Conference on Big Data Applications and Services (BigDAS) 2024, pp.9-16
Conference	2024	Detection and Register of Illegal Garbage Dumping Action Using the Consecutive Processing and Embedded-NAS Yu Dasong International Conference on Advanced Video and Signal-based Surveillance (AVSS) 2024, pp.1-8	0
Journal	2024	H2HSR: Hologram-to-Hologram Super-Resolution with Deep Neural Network 노유찬 IEEE Access, v.12, pp.90900-90914	0
Journal	2024	Self-Supervised Domain Adaptation for 6DoF Pose Estimation Jeong Eun-Ju IEEE Access, v.12, pp.101528-101535	0
Journal	2024	Self-Supervised Domain Adaptation for 6DoF Pose Estimation 진주성 IEEE Access, v.12, pp.101528-101535	0
Conference	2024	Deep Learning-Based Truncation Artifact Correction Method for Low-Dose CBCT Imaging Kihong Son American Association of Physicists in Medicine (AAPM) Annual Meeting & Exhibition 2024, pp.1-1
Journal	2024	Development of the Demand Forecasting and Product Recommendation Method to Support the Small and Medium Distribution Companies based on the Product Recategorization Sangil Lee 한국산업경영시스템학회지, v.47, no.2, pp.155-167
Conference	2024	Preserving Near-Optimal Gradient Sparsification Cost for Scalable Distributed Deep Learning Yoon Daegun International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 2024, pp.307-316	0
Journal	2024	Deep Learning Model for Cosmetic Gel Classification Based on a Short-Time Fourier Transform and Spectrogram Jae Ho Sim ACS Applied Materials & Interfaces, v.16, no.20, pp.25825-25835	2
Conference	2024	DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud 김유찬 International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 2024, pp.227-235	2
Conference	2024	EDDIS: Accelerating Distributed Data-Parallel DNN Training for Heterogeneous GPU Cluster Ahn Shin Young International Parallel and Distributed Processing Symposium (IPDPS) 2024, pp.1167-1168	0
Journal	2024	Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework Dilshod Bazarov Ravshan Ugli Sensors, v.24, no.7, pp.1-19	0
Journal	2024	A Drone-driven X-ray Image-based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine Lee Hyun Yong IEEE Access, v.12, pp.56141-56158	6
Journal	2024	Deep-learning based 3D Birefringence Image Generation using 2D Multi-view Holographic Images 김학동 Scientific Reports, v.14, pp.1-10	0
Journal	2024	Deep-learning based 3D Birefringence Image Generation using 2D Multi-view Holographic Images 전태흘 Scientific Reports, v.14, pp.1-10	0
Journal	2024	Improving the quality of light‐field data extracted from a hologram using deep learning Park Dae Youl ETRI Journal, v.46, no.2, pp.165-174	3
Journal	2024	Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks Kang Yoo Hwa ETRI Journal, v.46, no.2, pp.205-217	4
Journal	2024	Bi‐LSTM model with time distribution for bandwidth prediction in mobile networks 이현지 ETRI Journal, v.46, no.2, pp.205-217	4
Journal	2024	FTN-Based Non-Orthogonal Signal Detection Technique With Machine Learning in Quasi-Static Multipath Channel Baek Myung-Sun IEEE Transactions on Broadcasting, v.70, no.1, pp.78-86	7
Conference	2024	WAVE-UNET: Wavelength-based image reconstruction method using attention UNET for OCT images Maryam Viqar SPIE Medical Imaging 2024 (SPIE 12925), pp.1-9	0
Journal	2024	Dual‐scale BERT using multi‐trait representations for holistic and trait‐specific essay grading Minsoo Cho ETRI Journal, v.46, no.1, pp.82-95	3
Journal	2024	Recent Research on Self-interference Incoherent Digital Holography Kihong Choi Current Optics and Photonics, v.8, no.1, pp.1-15	2
Journal	2024	Recent Research on Self-interference Incoherent Digital Holography 김영록 Current Optics and Photonics, v.8, no.1, pp.1-15	2
Conference	2024	An Optimization Tool for Local Customized Object Detector in Edge Devices Baek Jang Woon International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2024, pp.702-704	0
Journal	2024	Practical Denoising Autoencoder for CSI Feedback without Clean Target in Massive MIMO Networks Anseok Lee IEEE Wireless Communications Letters, v.13, no.2, pp.525-529	3
Journal	2024	Performance Analysis of Deep Learning Accelerator for Edge Inference 박시형 전자공학회논문지, v.61, no.1, pp.23-26
Conference	2023	ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference Kwon Yongin Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-12
Conference	2023	Performance Evaluation of Data Imputation Methods for Graph Deep Learning-Based Traffic Prediction 김정선 International Conference on Big Data (Big Data) 2023, pp.6192-6194	0
Journal	2023	Improving Domain Generalization in Appearance-based Gaze Estimation with Consistency Regularization Back Moonki IEEE Access, v.11, pp.137948-137956	2
Conference	2023	Federated learning for moderating server-side bias Seo Jihyun International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2023, pp.1-6
Journal	2023	Hybrid Approach of Holography and Augmented-Reality Reconstruction Optimizations for Hyper-Reality Metaverse Video Applications Hyoung Lee IEEE Transactions on Broadcasting, v.69, no.4, pp.916-926	4
Conference	2023	DAPO: Self-Supervised Domain Adaptation for 6DoF Pose Estimation Jeong Eun-Ju Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-9
Conference	2023	DAPO: Self-Supervised Domain Adaptation for 6DoF Pose Estimation 진주성 Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-9
Journal	2023	Enhanced deep soft interference cancellation for multiuser symbol detection Kim/Jihung ETRI Journal, v.45, no.6, pp.929-938	3
Journal	2023	Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images 윤치호 Bioengineering & Translational Medicine, v.8, no.6, pp.1-13	31
Journal	2023	Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images Kim Kwangju Bioengineering & Translational Medicine, v.8, no.6, pp.1-13	31
Journal	2023	Deep learning‐based multimodal fusion network for segmentation and classification of breast cancers using B‐mode and elastography ultrasound images Sampa Misra Bioengineering & Translational Medicine, v.8, no.6, pp.1-13	31
Journal	2023	An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning Niamat Ullah Sensors, v.23, no.21, pp.1-22	15
Conference	2023	Objective Evaluation Metric for Motion Generative Models: Validating Fréchet Motion Distance on Foot Skating and Over-smoothing Artifacts. Antoine Maiorca ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) 2023, pp.1-11	1
Conference	2023	Context-aware Image-to-Image Translation for Autonomous Driving 이나래 International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.130-132	0
Conference	2023	A Deep Learning Approach Based on Image Patch Sets for Art Forgery Detection Jung Soonchul International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1828-1831	2
Conference	2023	RGOR: De-noising of LiDAR point clouds with reflectance restoration in adverse weather Seung Jun Han International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1844-1849	1
Conference	2023	Unidirectional-Edge Detection based Background Subtraction method for Real-time Object Detection in Restricted Environments Whui Kim International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1350-1352	0
Conference	2023	A Study on Military Object Detection in Panoramic View Using Stable Diffusion Jiwon Lee International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1889-1891	0
Journal	2023	Towards Real-Time On-Drone Pedestrian Tracking in 4K Inputs 오찬영 DRONES, v.7, no.10, pp.1-14	2
Conference	2023	A Signal Integrity Analysis for the Design of a Computer Mainboard Lee Kyong Hee International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.380-382
Conference	2023	Implementation of deep learning based intelligent image analysis on an edge AI platform using heterogeneous AI accelerators Ryangsoo Kim International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1347-1349	2
Conference	2023	Analysis of Operation Algorithm for Intelligent Multi-Surveillance Image Sensors Young-Il Kim Asia Pacific Conference on Wireless and Mobile (APWiMob) 2023, pp.1-7	0
Conference	2023	Deep Learning on MCUs: Comparative Analysis of Compile and Interpreter based Execution Methods Park Gunju International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1338-1340	0
Conference	2023	Image Classification on Resource-Constrained Microcontrollers Seungtae Hong International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1453-1455	1
Conference	2023	Hybrid Deep Learning-Based Air and Water Quality Prediction Model Yoonjungeun European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2023, pp.665-670
Journal	2023	Multi-Branch Deep Fusion Network-Based Automatic Detection of Weld Defects Using Non-Destructive Ultrasonic Test Kyeeun Kim IEEE Access, v.11, pp.114489-114496	6
Conference	2023	Augmenting Features via Contrastive Learning-based Generative Model for Long-Tailed Classification Park Minho International Conference on Computer Vision Workshops (ICCVW) 2023, pp.1010-1019	0
Conference	2023	Complex Motion-aware Splatting for Video Frame Interpolation Park Minho International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1872-1876	0
Journal	2023	Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h Kim Kwangju Expert Systems with Applications, v.228, pp.1-9	8
Journal	2023	Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h 윤치호 Expert Systems with Applications, v.228, pp.1-9	8
Journal	2023	Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h Sampa Misra Expert Systems with Applications, v.228, pp.1-9	8
Conference	2023	Highway Condition Analysis and Traffic Safety Monitoring System through Analysis of Time-Series Data from LiDAR-based Probe Vehicle 김홍진 International Conference on Systems, Man, and Cybernetics (SMC) 2023, pp.1-6	0
Conference	2023	Highway Condition Analysis and Traffic Safety Monitoring System through Analysis of Time-Series Data from LiDAR-based Probe Vehicle Kim Dohun International Conference on Systems, Man, and Cybernetics (SMC) 2023, pp.1-6	0
Conference	2023	CSI feedback compression based on deep learning using wavelet transform Kwon Yong Jin International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1-4	0
Conference	2023	Automated labeling method for direction detection of objects inside X-ray image Lee Jungi International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1358-1360	0
Conference	2023	Fault Type Classification of Rotating Machinery based on Machine Learning with Fourier Transform Feature Extraction 이민석 International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.508-511	0
Conference	2023	Human Detection in Infrared Image Using Daytime Model-Based Transfer Learning for Military Surveillance System Kim Eunseop International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1306-1308	1
Conference	2023	Development of Cloud-Based Media Production Systems Lee Jae-Young SMPTE Meeting 2023, pp.1-9
Conference	2023	An Investigation into the Correlation Between MRI Preprocessing and Performance of Alzheimer's Disease Classification CNN Model Hyeonsung Cho International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1468-1470	0
Journal	2023	대형 사전훈련 모델의 파인튜닝을 통한강건한 한국어 음성인식 모델 구축 Oh Changhan 말소리와 음성과학, v.15, no.3, pp.75-82
Journal	2023	Anomaly detection of smart metering system for power management with battery storage system/electric vehicle Sangkeum Lee ETRI Journal, v.45, no.4, pp.650-665	26
Conference	2023	Abnormal Detection of Worker by Interaction Analysis of Accident-Causing Objects Wonsik Kim International Conference on Robot and Human Interactive Communication (RO-MAN) 2023, pp.1-6	1
Journal	2023	Generation of Super-Resolution Benchmark Dataset for Compact Advanced Satellite 500 Imagery and Proof of Concept Results Kim Yonghyun 대한원격탐사학회지, v.39, no.4, pp.459-466	0
Conference	2023	Non-invasive Prediction of Hemoglobin using Picture of Conjunctiva Kwon Min Jun International Conference on Platform Technology and Service (PlatCon) 2023, pp.118-122	0
Journal	2023	Network adaptation for color image semantic segmentation Taeghyun An IET Image Processing, v.17, no.10, pp.2972-2983	1
Journal	2023	Online Continual Learning in Acoustic Scene Classification: An Empirical Study Donghee Ha Sensors, v.23, no.15, pp.1-19	1
Journal	2023	Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants 박태섭 Energies, v.16, no.14, pp.1-20	8
Journal	2023	A Deep Learning Framework for Cultural Heritage Damage Detection for Preservation; Based on the Case of Heunginjimun and Yeongnamnu in South Korea Lee Sang Yun ICACT Transactions on Advanced Communications Technology, v.12, no.4, pp.1507-1513	0
Journal	2023	CNN Learning Strategy for Recognizing Facial Expressions Donghwan Lee IEEE Access, v.11, pp.70865-70872	16
Journal	2023	A Hybrid CNN-LSTM-Based Approach for Pedestrian Dead Reckoning Using Multi-Sensor-Equipped Backpack Feyissa Woyano Gobana ELECTRONICS, v.12, no.13, pp.1-24	2
Conference	2023	Implementation of Danger Degree Calculation System for Public Safety Services Park Hyunho International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.29-32	0
Conference	2023	Residual Attention Assisted Calibrated Beam Training for mmWave Communication Systems Kim/Jihung International Conference on Computer Communication and Networks (ICCCN) 2023, pp.1-2	0
Conference	2023	Parallel Network Assisted Calibrated Beam Training for mmWave Communication Systems Kim/Jihung International Conference on Ubiquitous and Future Networks (ICUFN) 2023, pp.1-3	0
Journal	2023	Crossover‐SGD: A gossip‐based communication in distributed deep learning for alleviating large mini‐batch problem and enhancing scalability 여상호 Concurrency Computation Practice and Experience, v.35, no.15, pp.1-16	1
Journal	2023	C2ShadowGAN: cycle-in-cycle generative adversarial network for shadow removal using unpaired data 강순원 Applied Intelligence, v.53, no.12, pp.15067-15079	6
Journal	2023	C2ShadowGAN: cycle-in-cycle generative adversarial network for shadow removal using unpaired data Kim Ju Wan Applied Intelligence, v.53, no.12, pp.15067-15079	6
Conference	2023	Disentangled Representation Learning for Unsupervised Neural Quantization 노해찬 Conference on Computer Vision and Pattern Recognition (CVPR) 2023, pp.12001-12010	2
Journal	2023	Development of Export Volume and Export Amount Prediction Models Based on Supervised Learning Na Dong-Gil 한국산업경영시스템학회지, v.46, no.2, pp.152-159
Conference	2023	LSTC-rPPG: Long Short-Term Convolutional Network for Remote Photoplethysmography Leejunseong Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2023, pp.6014-6022	11
Conference	2023	A Study on the Utilization of AI-Hub Dataset to Enhance Defense Surveillance Capability Jiwon Lee 대한전자공학회 학술 대회 (하계) 2023, pp.1140-1143
Journal	2023	Image-Based Inspection System of Firefighting Facilities Using Augmented Reality Dasom Oh 한국화재소방학회 논문지, v.37, no.3, pp.41-48
Conference	2023	Development of Real-world Fallen Person Detection using Multi-task Learning 부원국 대한전자공학회 학술 대회 (하계) 2023, pp.1125-1128
Journal	2023	Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies 전필현 DIAGNOSTICS, v.13, no.11, pp.1-12	2
Journal	2023	Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies Kihong Son DIAGNOSTICS, v.13, no.11, pp.1-12	2
Journal	2023	Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies 김대홍 DIAGNOSTICS, v.13, no.11, pp.1-12	2
Conference	2023	X-ray image-based flight path planning model of UAVs for non-destructive inspection of wind blades Lee Jungi International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.1582-1585	2
Journal	2023	Smoke Particle-Source Prediction Model Based on Multiple Optical Wavelengths Using Deep Learning Ahn Yusun International Journal of Fire Science and Engineering, v.37, no.2, pp.20-29
Conference	2023	A Study on the Restoration Method of Black and White Image Cultural Heritage Using Deep Learning Based on Open Source Park Chan-Woo 대한전자공학회 학술 대회 (하계) 2023, pp.2139-2142
Conference	2023	Investigating Performance of Text Classification Learned with Multi-language for Scene Text Recognition 오현호 대한전자공학회 학술 대회 (하계) 2023, pp.1058-1061
Conference	2023	Prediction of Roof Displacement for Anguk-dong byeolgung using EfficientNet 안정서 대한전자공학회 학술 대회 (하계) 2023, pp.1046-1049
Conference	2023	A Study on Performance Improvement of Heunginjimun Roof Displacement Determination Model Using Artificial Intelligence Algorithm Kang Seok Ju 대한전자공학회 학술 대회 (하계) 2023, pp.1050-1054
Journal	2023	MDED-Framework: A Distributed Microservice Deep-Learning Framework for Object Detection in Edge Computing Seo Jihyun Sensors, v.23, no.10, pp.1-16	1
Journal	2023	Auto-Encoder Based Orthogonal Time Frequency Space Modulation and Detection With Meta-Learning 박재현 IEEE Access, v.11, pp.43008-43018	6
Journal	2023	Enhanced Prediction Model for Human Activity Using an End-to-End Approach Park Sangjun IEEE Internet of Things Journal, v.10, no.7, pp.6031-6041	3
Journal	2023	Semantic Segmentation of Clouds using Multi-Branch Neural Architecture Search Jeong Chi Yoon 대한원격탐사학회지, v.39, no.2, pp.143-156	1
Journal	2023	Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT IEEE Transactions on Medical Imaging, v.권호미정, pp.1-13	2
Journal	2023	Human Detection using Real-virtual Augmented Dataset 이종민 Journal of Information and Communication Convergence Engineering, v.21, no.1, pp.98-102	1
Journal	2023	Online Learning-Based Hybrid Tracking Method for Unmanned Aerial Vehicles 손소희 Sensors, v.23, no.6, pp.1-21	1
Conference	2023	Liquid Metal based Soft Multidirectional Force Sensor and Deep Learning Application Osman Gul 한국 MEMS 학술 대회 2023, pp.1-1
Journal	2023	Audio-Visual Overlapped Speech Detection for Spontaneous Distant Speech Minyoung Kyoung IEEE Access, v.11, pp.27426-27432	2
Journal	2023	Metasurface-Incorporated Optofluidic Refractive Index Sensing for Identification of Liquid Chemicals through Vision Intelligence 이홍량 ACS Photonics, v.10, no.3, pp.780-789	25
Journal	2023	Metasurface-Incorporated Optofluidic Refractive Index Sensing for Identification of Liquid Chemicals through Vision Intelligence Jin Tae Kim ACS Photonics, v.10, no.3, pp.780-789	25
Journal	2023	Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity Sujitha Venkatapathy Frontiers in Psychiatry, v.14, pp.1-10	18
Journal	2023	Inland Harmful Algal Blooms (HABs) Modeling using Internet of Things (IoT) System and Deep Learning 권도혁 Environmental Engineering Research, v.28, no.1, pp.1-11	10
Journal	2023	An end-to-end deep learning approach for real-time single image dehazing Jeong Chi Yoon Journal of Real-Time Image Processing, v.20, no.1, pp.1-11	15
Journal	2023	Deep Learning-Based Optimization of Visual–Auditory Sensory Substitution Kim Moo Seop IEEE Access, v.11, pp.14169-14180	7
Conference	2023	Damage Detection and Safety Diagnosis for Immovable Cultural Assets Using Deep Learning Framework Lee Sang Yun International Conference on Advanced Communications Technology (ICACT) 2023, pp.1-4	5
Conference	2023	Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment Jongryul Lee The Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence (AAAI) 2023, pp.8465-8472	0
Journal	2023	An Enhanced AI-Based Network Intrusion Detection System Using Generative Adversarial Networks Park Cheolhee IEEE Internet of Things Journal, v.10, no.3, pp.2330-2345	130
Journal	2023	3D Measurement Using a Single Image for Smart Manufacturing of Microscopic Products in a Ceramic Powder Pressing Process Hyejin S. Kim International Journal of Precision Engineering and Manufacturing-Green Technology, v.10, no.1, pp.233-243	7
Journal	2023	A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization 김준범 IEEE Transactions on Wireless Communications, v.22, no.1, pp.333-347	40
Conference	2022	Performance analysis of Geo-fencing effect for Intruder Monitoring Young-Il Kim International Conference on Computational Science and Computational Intelligence (CSCI) 2022, pp.1-7	1
Conference	2022	Deep learning-based 3D refractive index generation for live blood cell 김학동 International Conference on Bioinformatics and Biomedicine (BIBM) 2022, pp.3833-3835	1
Conference	2022	Selective Compression Learning of Latent Representations for Variable-rate Image Compression Lee Jooyoung Conference on Neural Information Processing Systems (NeurIPS) 2022, pp.1-12	15
Journal	2022	Development of System for Collecting User-specified Training Data for Autonomous Driving Based on Virtual Road Environment 김민수 Sensors and Materials, v.34, no.12(5), pp.4813-4825	1
Conference	2022	HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images 윤준석 Asian Conference on Computer Vision (ACCV) 2022, pp.3361-3378	0
Journal	2022	Deep learning‐based scalable and robust channel estimator for wireless cellular networks Anseok Lee ETRI Journal, v.44, no.6, pp.915-924	4
Journal	2022	Location Recognition of Indoor Firefighting Facilities based on RGB-D Camera and 3D LiDAR Ji Hun Jeon International Journal of Fire Science and Engineering, v.36, no.4, pp.22-33
Conference	2022	Noise reduction method of incoherent digital holography based on deep learning using generated ground truth Moon Jun Beom International Conference on 3D Systems and Applications (3DSA) 2022, pp.105-106
Journal	2022	Decision-making of IoT device operation based on intelligent-task offloading for improving environmental optimization Wenquan Jin Complex & Intelligent Systems, v.8, no.5, pp.3847-3866	13
Conference	2022	Super Resolution Network for Artistic Paintings Yu Jung Jae International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1826-1828	0
Conference	2022	Lightweight framework for the violence and falling-down event occurrence detection for surveillance videos Hyungmin Kim International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1629-1634	2
Conference	2022	CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution 김태호 European Conference on Computer Vision (ECCV) 2022 (LNCS 13680), pp.651-667	3
Conference	2022	Comparative study in anomaly diagnosis technique for time series data Kim Nack Woo International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403	0
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Conference	2020	A Comparative Study on the Maritime Object Detection Performance of Deep Learning Models Moon Sung-Won International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1155-1157	6
Journal	2020	Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework 이민혁 Information Sciences, v.538, pp.428-443	11
Conference	2020	An Application of LSTM Recurrent Networks to Expanding of Search Tree Nodes in Symbolic Planning Cho Joonmyun International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1293-1295	1
Conference	2020	The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot Kim Eun Joo International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901	2
Conference	2020	Forecasting Time-Series Trends by Merging Structured and Unstructured Datasets Park Ji Sang International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1230-1233	0
Conference	2020	Pig Datasets of Livestock for Deep Learning to Detect Posture using Surveillance Camera Kim You Jin International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1196-1198	11
Journal	2020	AI-based Stroke Disease Prediction System Using Real-Time Electromyography Signals Yu Jae Hak Applied Sciences, v.10, no.19, pp.1-19	72
Conference	2020	Image Coding based on Selective Super-Resolution Network Kim Younhee International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1150-1154	1
Journal	2020	Recent Technologies for the Acquisition and Processing of 3D Images Based on Deep Learning Minsung Yoon 전자통신동향분석, v.35, no.5, pp.112-122
Conference	2020	Extension of Rule-based SLICE Platform With Deep Learning Model Kim Hyunhak International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1893-1895	1
Conference	2020	Design of a Convolutional Neural Network for Speech Emotion Recognition Lee Kyong Hee International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1332-1335	20
Conference	2020	Deep Learning-based Method for Detecting Anomalies of Operating Equipment Dynamically in Livestock Farms Hyeon Park International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1182-1185	4
Conference	2020	Object Detection in Artworks Using Data Augmentation Jeon Hyeong Ju International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1312-1314	5
Journal	2020	Multi-sensor-based Detection and Tracking of Moving Objects for Relative Position Estimation in Autonomous Driving Conditions Jinwoo Kim Journal of Supercomputing, v.76, no.10, pp.8225-8247	13
Journal	2020	Automatic Recognition of Children Engagement from Facial Video using Convolutional Neural Networks Yun Woo Han IEEE Transactions on Affective Computing, v.11, no.4, pp.696-707	39
Journal	2020	Analysis of Outdoor Positioning Results using Deep Learning Based LTE CSI-RS Data Jeon Ju Il Journal of Positioning, Navigation, and Timing, v.9, no.3, pp.169-173
Journal	2020	A Positioning DB Generation Algorithm Applying Generative Adversarial Learning Method of Wireless Communication Signals Ji Myungin Journal of Positioning, Navigation, and Timing, v.9, no.3, pp.151-156
Journal	2020	Reinforcement Learning-based Path Generation using Sequential Pattern Reduction and Self-directed Curriculum Learning Kimtaewoo IEEE Access, v.8, pp.147790-147807	8
Journal	2020	Development of Real-Time Hand Gesture Recognition for Tabletop Holographic Display Interaction Using Azure Kinect 이찬휘 Sensors, v.20, no.16, pp.1-13	17
Journal	2020	Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation Byungok Han IEEE Access, v.8, pp.159172-159181	13
Conference	2020	Spatiotemporal Algal Bloom Prediction of Geum River, Korea Using the Deep Learning Models in Company With the EFDC Model Jang Mi Young Summer Simulation Conference (SummerSim) 2020, pp.1-11	0
Journal	2020	Trends in Temporal Action Detection in Untrimmed Videos Moon Jin Young 전자통신동향분석, v.35, no.3, pp.20-33
Conference	2020	Towards the Perceptual Quality Enhancement of Low Bit-rate Compressed Images Kim Younhee Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.565-569	11
Journal	2020	Forecast uncertainty‐based performance degradation diagnosis of solar PV systems Lee Hyun Yong IET Renewable Power Generation, v.14, no.6, pp.968-975	3
Journal	2020	License Plate Image Generation using Generative Adversarial Networks for End-To-End License Plate Character Recognition from a Small Set of Real Images Han Byung Gil Applied Sciences, v.10, no.8, pp.1-16	25
Journal	2020	Posture Recognition Using Ensemble Deep Models under Various Home Environments 변영현 Applied Sciences, v.10, no.4, pp.1213-28	27
Conference	2020	Early Wildfire Detection Using Convolutional Neural Network Seon Ho Oh International Workshop on Frontiers of Computer Vision (IW-FCV) 2020 (CCIS 1212), pp.18-30	16
Conference	2020	User Mobility Synthesis based on Generative Adversarial Networks: A Survey Seungjae Shin International Conference on Advanced Communications Technology (ICACT) 2020, pp.94-103	14
Journal	2020	Hardware Resource Analysis in Distributed Training with Edge Devices 박시형 Electronics, v.9, no.1, pp.1-13	5
Conference	2020	Edge Camera System Using Dee p Learning Method with Model Compression on Embedded Applications Choi Yun Won International Conference on Consumer Electronics (ICCE) 2020, pp.1-4	5
Conference	2019	Deep Learning Model Validation Method based on the Shared Memory in Distributed High Performance Computing Eun-Ji Lim International Conference on Internet (ICONI) 2019, pp.384-385
Conference	2019	Providing Full Parallax Effect on the Table-top Holographic Display using Deep Learning based Pupil Tracking Choo Hyon-Gon Korea-Japan Workshop on Digital Holography and Information Photonics (DHIP) 2019, pp.61-61
Journal	2019	Research Trends of Deep Learning-based Mobile Communication Technology Dongseung Kwon 전자통신동향분석, v.34, no.6, pp.71-86
Journal	2019	A Survey on Deep Reinforcement Learning Libraries Seungjae Shin 전자통신동향분석, v.34, no.6, pp.87-99
Journal	2019	Interworking Technology of Neural Network and Data among Deep Learning Frameworks Park Jaebok ETRI Journal, v.41, no.6, pp.760-770	2
Journal	2019	Recent Trends of Object and Scene Recognition Technologies for Mobile/Embedded Devices Su Woong Lee 전자통신동향분석, v.34, no.6, pp.133-144
Conference	2019	Parallax-tolerant Video Stitching with Moving Foregrounds Muhammad Umer Kakli Asian Conference on Pattern Recognition (ACPR) 2019 (LNCS 12047), pp.1-14	1
Conference	2019	Study of Deep Learning Based Vehicle Taillight Signal Classifier Jae-Hyuck Park 한국자동차공학회 학술 대회 (추계) 2019, pp.871-874
Conference	2019	A Study on Acoustic Parameter Selection Strategies to Improve Deep Learning-Based Speech Synthesis 강현주 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2019, pp.618-622	0
Journal	2019	Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles Jong-Hoon Lee IEEE Access, v.7, pp.165607-165626	116
Conference	2019	Lightweight Deep Embeddings Fusion Methods for Face Verification on Mobile Devices Youngsam Kim International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1133-1136	0
Conference	2019	Identity, Gender, and Age Recognition Convergence System for Robot Environments Jang Jaeyoon International Symposium on Robot and Human Interactive Communication (RO-MAN) 2019, pp.1-8	2
Conference	2019	Fire in Your Hands 강수원 International Conference on Mobile Computing and Networking (MobiCom) 2019, pp.1-16	32
Journal	2019	Uncertainty‐aware forecast interval for hourly PV power output Lee Hyun Yong IET Renewable Power Generation, v.13, no.14, pp.2656-2664	7
Conference	2019	A Risk Estimation Approach based on Deep Learning in Shipbuilding Industry Choi Youhee International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1438-1441	9
Journal	2019	DL-TCP: Deep Learning-Based Transmission Control Protocol for Disaster 5G mmWave Networks Na Woongsoo IEEE Access, v.7, pp.145134-145144	31
Conference	2019	Depth Attention Net Hyejin S. Kim International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1110-1112	0
Conference	2019	3D Human Pose Machine with a ToF Sensor using Pre-trained Convolutional Neural Networks Kim Jong Sung International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1018-1020	4
Conference	2019	Residual Seq2Seq Model for Building Energy Management Marie Kim International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1126-1128	2
Conference	2019	Evaluation of Object Recognition Intelligence of Social Robots Cho Mi Young International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1207-1210	0
Conference	2019	Device Profile Design and Extension Implementation for Intelligent Service Processing of Low Performance Intelligent Platform Kim Hyunhak International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1-3	0
Conference	2019	Structure of Deep Learning Inference Engines for Embedded Systems Seung-Mok Yoo International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.920-922	2
Conference	2019	A Study on Speech Emotion Recognition Using a Deep Neural Network Lee Kyong Hee International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1162-1165	26
Conference	2019	Real-Time Texture Synthesis via Aggregation of Internal and External Patch Candidates Yoo Seok Bong International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1446-1450	0
Conference	2019	A Comparative Study on the Ship Classification Performance of the Deep Learning Model According to Dataset Difference Moon Sung-Won International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1428-1430	2
Conference	2019	Actor-centric Short-clip Generation System Im Dong-Hyuck International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.658-660	0
Conference	2019	Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method Lee Hyun Yong International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1120-1125	3
Conference	2019	Intelligent Interaction System Capable of Autonomous Mobility for At-Home Workouts Samyeul Noh International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.653-657	0
Journal	2019	An Energy-Efficient Method for Human Activity Recognition with Segment-Level Change Detection and Deep Learning Jeong Chi Yoon Sensors, v.19, no.17, pp.1-16	18
Conference	2019	Deep-learning Based Adaptive Beam Management Technique for Mobile High-speed 5G mmWave Networks Na Woongsoo International Conference on Consumer Electronics (ICCE) 2019 : Berlin, pp.149-151	9
Conference	2019	Implementation of Yolo-v2 Image Recognition and Other Testbenches for a CNN Accelerator Chan Kim International Conference on Consumer Electronics (ICCE) 2019 : Berlin, pp.242-247	8
Journal	2019	Implementation Methodologies of Deep Learning-Based Signal Detection for Conventional MIMO Transmitters Baek Myung-Sun IEEE Transactions on Broadcasting, v.65, no.3, pp.636-642	85
Journal	2019	Recent Trends and Prospects of 3D Content Using Artificial Intelligence Technology Lee Seung Wook 전자통신동향분석, v.34, no.4, pp.15-22
Conference	2019	딥러닝을 이용한 전기로 합금 생산량 예측 Oh Sangwon International Conference on Big Data Applications and Services (BigDAS) 2019, pp.1-9
Conference	2019	Deep Learning based PowerShell Analysis with the Abstract Syntax Tree Song Jihyeon USENIX Security Symposium 2019, pp.1-1
Journal	2019	Trends in Deep Learning Inference Engines for Embedded Systems Seung-Mok Yoo 전자통신동향분석, v.34, no.4, pp.23-31
Journal	2019	Trends in Deep-neural-network-based Dialogue Systems Kwon Oh Woog 전자통신동향분석, v.34, no.4, pp.55-64
Conference	2019	A study of Defect Classification in Ceramic Materials using Deep Learning Hyejin S. Kim International Workshop on Big Data for Ceramics and Smart Manufacturing (BDCSM) 2019, pp.1-5
Journal	2019	Intelligent Olfactory Sensor Dae-Sik Lee 전자통신동향분석, v.34, no.4, pp.76-88
Journal	2019	Confidence‐aware deep learning forecasting system for daily solar irradiance Lee Hyun Yong IET Renewable Power Generation, v.13, no.10, pp.1681-1689	11
Journal	2019	Lightweight Driver Monitoring System Based on Multi-Task Mobilenets Kim Whui Sensors, v.19, no.14, pp.1-18	42
Conference	2019	Deep Learning based Moving Object Detection using Portable Camera Jaemin Cho International Conference on Ubiquitous Robots (UR) 2019, pp.1-2
Journal	2019	Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data Kim Kwangju IEEE Access, v.7, pp.78311-78319	70
Conference	2019	Distortion Element Estimation Technique based on Deep Learning for Self-Interference Cancellation of Full Duplex Communication System Baek Myung-Sun International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4	1
Conference	2019	Hair Segmentation Using Deep Mobile Optimization Woo Seong Park International Conference on Ubiquitous Robots (UR) 2019, pp.1-2
Conference	2019	Compatibility Technology between NNEF and ONNX using Protocol Buffer Park Jaebok IEMEK Symposium on Embedded Technology (ISET) 2019, pp.42-44
Journal	2019	Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning Chung Seung Eun Sensors, v.19, no.7, pp.1-20	160
Journal	2019	Recent R&D Trends for Lightweight Deep Learning Lee Yong-Ju 전자통신동향분석, v.34, no.2, pp.40-50
Conference	2019	DL-dashboard Park Yoo-Mi International Conference on Intelligent User Interfaces (IUI) 2019, pp.73-74	0
Conference	2019	Multiple RF Signal Detection with Deep Learning Algorithms in Severe Communication Environments Baek Myung-Sun GPU Technology Conference (GTC) 2019, pp.1-1
Journal	2019	Object Recognition and Pose Estimation Based on Deep Learning for Visual Servoing Jaemin Cho 로봇학회논문지, v.14, no.1, pp.1-7
Journal	2019	Recent Trends of Hyperspectral Imaging Technology Lee Mun Seob 전자통신동향분석, v.34, no.1, pp.86-97
Journal	2019	A Survey of Deep Learning-based Network Anomaly Detection 권동운 Cluster Computing, v.22, no.Supp.1, pp.949-961	497
Conference	2018	Long Short-Term Memory Recurrent Neural Network for Urban Traffic Prediction: A Case Study of Seoul Lee Yong-Ju International Conference on Intelligent Transportation Systems (ITSC) 2018, pp.1279-1284	20
Conference	2018	Video Generation and Synthesis Network for Long-term Video Interpolation 김나영 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2018, pp.705-709	3
Conference	2018	Distributed Deep Learning Framework based on Shared Memory for Fast Deep Neural Network Training Eun-Ji Lim International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1239-1242	13
Conference	2018	3D Articulated Human Motion Analysis System Using a Single Low-Cost RGB-D Sensor Kim Jong Sung International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1446-1448	3
Conference	2018	Sensor Positioning and Data Acquisition for Activity Recognition using Deep Learning Chung Seung Eun International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.154-159	11
Conference	2018	A Scalable Client-server based Multi-drone Simulation Architecture Supporting Efficient Machine Learning Lee Soo Jeon International Conference on Applied Computing (AC) 2018, pp.380-384	1
Conference	2018	GPU Usage Estimation of Deep Learning Training Function for Serverless Computing Chei-Yol Kim International Conference on WWW/Internet (ICWI) 2018, pp.101-108	0
Conference	2018	Performance Study of Distributed Big Data Analysis in YARN Cluster Ahn Hoo Young International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1261-1266	4
Conference	2018	Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features Ji-Hoon Bae International Conference on Image Processing (ICIP) 2018, pp.2361-2365	22
Conference	2018	Bayesian Deep Learning-based Confidence-aware Solar Irradiance Forecasting System Lee Hyun Yong International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1233-1238	6
Journal	2018	Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children Jang Yongwon PeerJ, v.6, pp.1-23	11
Conference	2018	QoS guaranteed Small Cell ON/OFF Techniques Based on Deep learning 박태윤 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.805-808
Conference	2018	An Ensemble Method of CNN Models for Object Detection Jinsu Lee International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.898-901	23
Conference	2018	Soccer Object Motion Recognition based on 3D Convolutional Neural Networks Jiwon Lee Federated Conference on Computer Science and Information Systems (FedCSIS) 2018, pp.129-134
Conference	2018	Convolutional Recurrent Neural Networks for Urban Sound Classification using Raw Waveforms Sang Jonghee European Signal Processing Conference (EUSIPCO) 2018, pp.2444-2448	64
Journal	2018	Deep Learning Model Parallelism Park Yoo-Mi 전자통신동향분석, v.33, no.4, pp.1-13
Journal	2018	Trends on Object Detection Techniques Based on Deep Learning Jinsu Lee 전자통신동향분석, v.33, no.4, pp.23-32
Journal	2018	Research Trends for Deep Learning-Based High-Performance Face Recognition Technology Hyungil Kim 전자통신동향분석, v.33, no.4, pp.45-53
Conference	2018	Crops Disease Diagnosing using Image-based Deep Learning Mechanism Hyeon Park International Conference on Computing and Network Communications (CoCoNet) 2018, pp.23-26	38
Conference	2018	Standardization of Furnace Big Data for Deep Learning using Cubic Convolution Interpolation Sun Jong Bong International Conference on Big Data Applications and Services (BigDAS) 2018, pp.147-152
Conference	2018	ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture Ahn Shin Young International Conference on Distributed Computing Systems (ICDCS) 2018, pp.1118-1128	22
Conference	2018	Automated Mass Detection on Digital Breast Tomosynthesis Images Using Deep Learning Based Localization Methods Jeong Ji Wook International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2018, pp.S256-S257	4
Journal	2018	Trends in Activity Recognition Using Smartphone Sensors Kim Moo Seop 전자통신동향분석, v.33, no.3, pp.89-99
Conference	2018	Development of Software Platform for Autonomous Driving System Yongbon Koo IEMEK Symposium on Embedded Technology (ISET) 2018, pp.1-2
Journal	2018	Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images 안정모 PLOS ONE, v.13, no.5, pp.1-25	28
Conference	2018	A Novel Shared Memory Framework for Distributed Deep Learning in High-Performance Computing Architecture Ahn Shin Young International Conference on Software Engineering (ICSE) 2018, pp.191-192	9
Journal	2018	Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing Ahn Shin Young IEEE Access, v.6, pp.26493-26504	16
Conference	2018	A Heterogeneous and High Performance Driving Computing Hardware Platform for Autonomous Vehicles Suk Jung Hee IEMEK Symposium on Embedded Technology (ISET) 2018, pp.1-2
Journal	2018	Research Trends on Physical Layers in Wireless Communications Using Machine Learning Yun Ho Choi 전자통신동향분석, v.33, no.2, pp.39-47
Journal	2018	Deep Learning based Pilot Allocation Scheme (DL-PAS) for 5G Massive MIMO System Kim Kwihoon IEEE Communications Letters, v.22, no.4, pp.828-831	100
Conference	2018	Decoding of Polar Code by Using Deep Feed-Forward Neural Networks Jihoon Seo International Conference on Computing, Networking and Communications (ICNC) 2018 : Workshop, pp.238-242	35
Conference	2018	Deep Learning-based Behavior Generation for Social Robots Woori Ko International Conference on Human-Robot Interaction (HRI) 2018 : Workshop, pp.1-3
Conference	2018	General Labelled Data Generator Framework for Network Machine Learning Kim Kwihoon International Conference on Advanced Communications Technology (ICACT) 2018, pp.1-5	5
Conference	2018	Apparel Area Detection and Classification System Ko Jong-Gook International Workshop on Frontiers of Computer Vision (IW-FCV) 2018, pp.1-2
Conference	2018	High-Speed 2D Human Motion Analysis Using Multi-Exposure Imaging and Deep Learning Kim Jong Sung 영상 처리 및 이해에 관한 워크샵 (IPIU) 2018, pp.1-2
Conference	2018	Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging Cho Joonmyun International Conference on Advanced Communications Technology (ICACT) 2018, pp.537-541	1
Conference	2018	Shot Category Detection based on Object Detection Using Convolutional Neural Networks Jung Deok Gyu International Conference on Advanced Communications Technology (ICACT) 2018, pp.36-39	7
Conference	2018	OpenCL-Darknet: An OpenCL Implementation for Object Detection Yongbon Koo International Workshop on Driving Computing Platform for Autonomous Vehicles (DrivComp) 2018, pp.631-634	8
Conference	2018	Data Analyst Platform Using Open Source Based Deep Learning Engine Kim Ahyoung International Conference on Platform Technology and Service (PlatCon) 2018, pp.6-10	2
Conference	2018	Movie Recommendation using Metadata based Word2Vec Algorithm Yoon Yeo Chan International Conference on Platform Technology and Service (PlatCon) 2018, pp.33-37	14
Journal	2018	Technology Trends and Analysis of Deep Learning Based Object Classification and Detection Lee Seungjae 전자통신동향분석, v.33, no.4, pp.33-42
Conference	2017	Concurrent Execution of Multiple Deep Learning Applications on GPU Chei-Yol Kim Future Generation Information Technology (FGIT) 2017 (ASTL 148), pp.35-41
Journal	2017	Design and Implementation of Local Forest Fire Monitoring and Situational Response Platform Using UAV with Multi-Sensor Shin Won-Jae 한국정보전자통신기술학회논문지, v.10, no.6, pp.626-632
Conference	2017	A Study of Evaluation Metrics and Datasets for Video Captioning Park Jaehui International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) 2017, pp.172-175	13
Conference	2017	Multi-Site Photovoltaic Power Generation Forecasts based on Deep-learning Algorithm Lee Jeong In International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1119-1121	9
Conference	2017	Image-based Disease Diagnosing and Predicting of the Crops through the Deep Learning Mechanism Hyeon Park International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.129-131	56
Conference	2017	Accelerating Training of DNN in Distributed Machine Learning System with Shared Memory Eun-Ji Lim International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1210-1213	7
Journal	2017	Robust Deep Age Estimation Method Using Artificially Generated Image Set Jang Jae Yoon ETRI Journal, v.39, no.5, pp.643-651	12
Journal	2017	Robust Deep Age Estimation Method Using Artificially Generated Image Set 전승혁 ETRI Journal, v.39, no.5, pp.643-651	12
Conference	2017	Malware Detection using Malware Image and Deep Learning Choi Sunoh International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1194-1196	30
Conference	2017	A Deep-Learning based Native-Language Classification by using a Latent Semantic Analysis for the NLI Shared Task 2017 Yoo Rhee Oh Workshop on Innovative Use of NLP for Building Educational Applications, pp.413-422
Journal	2017	네트워크에서의 머신러닝 기술 동향 Kim Kwihoon 정보와 통신 : 한국통신학회지, v.34, no.10, pp.38-44
Conference	2017	Appearance and Motion based Deep Learning Architecture for Moving Object Detection in Moving Camera 허병호 International Conference on Image Processing (ICIP) 2017, pp.1827-1831	23
Conference	2017	A Deep Learning Convolution Architecture for Simple Embedded Applications Chan Kim International Conference on Consumer Electronics (ICCE) 2017 : Berlin, pp.20-24	0
Conference	2017	Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman International Conference on IT Convergence and Security (ICITCS) 2017 (LNEE 449), v.449, pp.35-43	64
Conference	2017	Deep-Learning Based Automatic Spontaneous Speech Assessment in a Data-Driven Approach for the 2017 SLaTE CALL Shared Challenge Yoo Rhee Oh Speech and Language Technology in Education (SLaTE) Workshop 2017, pp.111-116
Conference	2017	Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image Kim Pyongkun Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.914-919	48
Conference	2017	The Mass Detection Method in Synthetic Mammograms using Deep Learning Seung-Hoon Chae International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2017, pp.S274-S275
Conference	2017	Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks Lee Jong Taek Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.920-925	24
Conference	2016	Forest Fire Monitoring System based on Aerial Image Seonghyun Kim International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2016, pp.1-6	40
Conference	2016	Speech emotion recognition using convolutional and Recurrent Neural Networks Lim Woo-Taek Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2016, pp.1-4	314
Conference	2016	Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification Jeon Hyung-Bae International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641	1
Conference	2016	Selective Inference for Accelerating Deep Learning-based Image Classification Lee Hyun Yong International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.135-137	5
Conference	2016	Smart Eye Platform based on Image Analysis of Unmanned Aerial Vehicle for Forest Fire Monitoring Seonghyun Kim 한국정보처리학회 학술 발표 대회 (춘계) 2016, pp.627-628
Conference	2016	Real-Time Personalized Facial Expression Recognition System based on Deep Learning Injae Lee International Conference on Consumer Electronics (ICCE) 2016, pp.267-268	17
Journal	2015	Moving Shadow Detection Using Deep Learning and Markov Random Field Lee Jong Taek 멀티미디어학회논문지, v.18, no.12, pp.1432-1438
Conference	2015	Moving Shadow Detection from Background Image and Deep Learning Lee Jong Taek Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2015, pp.1-8
Conference	2015	Development of Deep Learning-Based Facial Expression Recognition System 정희철 Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2015, pp.1-4	48

특허 검색결과
Status	Year	Patent Name	Country
Registered	2019	INS 및 카메라를 이용한 딥러닝의 차선 검출 학습데이터 수집 및 생성 장치 및 그 방법	KOREA
Registered	2019	INTER-PREDICTION METHOD AND APPARATUS USING REFERENCE FRAME GENERATED BASED ON DEEP LEARNING	UNITED STATES
Registered	2021	APPARATUS AND METHOD FOR CLASSIFYING CLOTHING ATTRIBUTES BASED ON DEEP LEARNING	UNITED STATES
Registered	2021	APPARATUS AND METHOD FOR CLASSIFYING CLOTHING ATTRIBUTES BASED ON DEEP LEARNING	UNITED STATES
Registered	2021	딥 러닝 기반 영상 정합 방법 및 장치	KOREA
Registered	2019	딥 러닝 기반으로 애니메이션 캐릭터를 학습하는 데 필요한 학습 데이터 생성 방법 및 장치	KOREA
Registered	2021	METHOD AND APPARATUS FOR RECOGNIZING SPO TUPLE RELATIONSHIP BASED ON DEEP LEARNING AND SCORE AND PROBABILITY ASSOCIATED WITH A SPO RELATIONSHIP CLASS	UNITED STATES
Registered	2021	딥러닝 기반 디지털 홀로그램 합성 및 처리 시스템 및 방법	KOREA
Registered	2020	딥러닝 기반 레이다 목표물 식별 방법 및 장치	KOREA
Registered	2021	딥러닝 기반 의상 속성 분류 장치 및 방법	KOREA
Registered	2021	딥러닝 기반 의상 속성 분류 장치 및 방법	KOREA
Registered	2020	딥러닝 기반 정밀 측위 장치 및 방법	KOREA
Registered	2020	METHOD OFTRAININGIMAGEDEEP LEARNING MODELANDDEVICETHEREOF	UNITED STATES
Registered	2017	딥러닝 기반의 병해 진단 시스템 및 그 이용방법	KOREA
Registered	2021	딥러닝 기반의 비침습 동맥혈압 추정 방법 및 시스템	KOREA
Registered	2019	딥러닝 기반의 화재 감지를 위한 시퀀스 영상 이미지 전처리 시스템 및 방법	KOREA
Registered	2021	APPARATUS AND METHOD FOR IMPROVING RESOLUTION AND ACCURACY OF IMU SENSOR USING DEEP LEARNING	UNITED STATES
Registered	2021	System and Method for Digital Hologram Synthesis and Process using Deep Learning	UNITED STATES
Registered	2019	딥러닝을 이용한 3차원 전신 골격 모델 생성 장치 및 방법	KOREA
Registered	2021	리셉티브 필드의 차이 정보를 활용한 딥러닝 기반 키포인트 검출 장치 및 방법	KOREA
Registered	2021	APPARATUS AND METHOD FOR DETECTING KEYPOINT BASED ON DEEP LEARNIING USING INFORMATION CHANGE ACROSS RECEPTIVE FIELDS	UNITED STATES
Registered	2019	METHOD AND APPARATUS FOR GENERATING ALL-IN-FOCUS IMAGE USING MULTI-FOCUS IMAGE	UNITED STATES
Registered	2021	ADAPTIVE DEEP LEARNING INFERENCE APPARATUS AND METHOD IN MOBILE EDGE COMPUTING	UNITED STATES
Registered	2021	DEEP LEARNING BASED BEAMFORMING METHOD AND APPARATUS	UNITED STATES
Registered	2021	APPARATUS AND METHOD FOR PRECISE POSITIONING BASED ON DEEP LEARNING	UNITED STATES
Registered	2018	생성 모델 기반 데이터 증강 기법을 활용한 딥러닝 기반 감정음성합성 장치 및 방법	KOREA
Registered	2021	DEEP LEARNING-BASED IMAGE STITCHING METHOD AND APPARATUS	UNITED STATES
Registered	2021	심층 학습 기반의 빔포밍 방법 및 이를 위한 장치	KOREA
Registered	2019	METHOD AND APPARATUS FOR GENERATING LEARNING DATA REQUIRED TO LEARN ANIMATION CHARACTERS BASED ON DEEP LEARNING	UNITED STATES
Registered	2022	언어 이해 및 생성이 가능한 딥러닝 언어모델을 위한 사전학습 장치 및 이를 이용한 방법	KOREA
Registered	2018	The method of deep learning parameter sharing based on remote shared memory parameter server	UNITED STATES
Registered	2021	PARAMETER SERVER AND METHOD FOR SHARING DISTRIBUTED DEEP LEARNING PARAMETER USING THE SAME	UNITED STATES
Registered	2019	음악 구간 검출 장치 및 방법	KOREA
Registered	2021	ARTIFICIAL INTELLIGENCE PROCESSOR AND METHOD OF PROCESSING DEEP-LEARNING OPERATION USING THE SAME	UNITED STATES
Registered	2020	이미지 딥러닝 모델 학습 방법 및 장치	KOREA
Registered	2022	이종 컴퓨팅 플랫폼 지원 딥러닝 컴파일러 및 그 방법	KOREA
Registered	2019	이종 클러스터 기반의 분산 딥러닝 방법 및 이를 위한 장치	KOREA
Registered	2021	인공지능 프로세서 및 이를 이용한 딥러닝 연산 처리 방법	KOREA
Registered	2020	임베디드 기기에서의 딥러닝 기반 객체 인식 장치 및 임베디드 기기용 객체 인식 모델 학습 장치	KOREA
Registered	2022	Appratus and method for training deep learning network using autonomous vehicles	UNITED STATES
Registered	2020	SYSTEM AND METHOD FOR AUTOMATIC RECOGNITION OF USER MOTION	UNITED STATES
Registered	2020	전이학습을 이용한 딥러닝 기반 사용자 손 동작 인식 및 가상 현실 콘텐츠 제공 시스템	KOREA
Registered	2021	SYSTEM FOR RECOGNIZING USER HAND GESTURE AND PROVIDING VIRTUAL REALITY CONTENT BASED ON DEEP LEARNING USING TRANSFER LEARNING	UNITED STATES
Registered	2021	APPARATUS FOR RECOGNIZING OBJECT OF AUTOMATED DRIVING SYSTEM USING ERROR REMOVAL BASED ON OBJECT CLASSIFICATION AND METHOD USING THE SAME	UNITED STATES
Registered	2017	파라미터 서버 및 그것에 의해 수행되는 분산 딥러닝 파라미터 공유 방법	KOREA

연구보고서 검색결과
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