DGIST Scholar: Browsing Repository

DGIST Scholar

Browsing by Titles

Jump to: All A B C D E F G H I J K L M N O P Q R S T U V W X Y Z; 가 나 다 라 마 바 사 아 자 차 카 타 파 하

or enter first few letters:

Showing results 1 to 40 of 40

Issue Date	Title Author(s) Journal	View
2023-07	3-D 텐서와 recurrent neural network기반 심층신경망을 활용한 수동소나 다중 채널 신호분리 기술 개발 이상헌 ; 정동규 ; 유재석 한국음향학회지, v.42, no.4, pp.357 - 363, 2023-07	150
2021-04	A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model Ahmadzadeh, Ezat ; Kim, Hyunil ; Jeong, Ongee ; Moon, Inkyu IEEE Access, v.9, pp.60960 - 60970, 2021-04	468
2024-01	Adaptive transfer learning-based cryptanalysis on double random phase encoding Jeong, Ongee ; Moon, Inkyu Optics and Laser Technology, v.168, 2024-01	174
2024-07	Automated classification of elliptical cancer cells with stain-free holographic imaging and self-supervised learning Rehman, Abdur ; An, Hyunbin ; Park, Seonghwan ; Moon, Inkyu Optics and Laser Technology, v.174, 2024-07	69
2020-04	Automated defect inspection system for metal surfaces based on deep learning and data augmentation Yun, Jong Pil ; Shin, Woosang Crino ; Koo, Gyogwon ; Kim, Min Su ; Lee, Chungki ; Lee, Sang Jun Elsevier BV, 2020-04	992
2024-09	Automated phase reconstruction and super-resolution with deep learning in digital holography Park, Seonghwan ; Kim, Youhyun ; Moon, Inkyu Optics and Laser Technology, v.176, 2024-09	116
2022-07	AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations with Automated Relaxation in Deep Learning Park, Sehun ; Kim, Jae-joon ; Kung, Jaeha IEEE Transactions on Emerging Topics in Computing, v.10, no.3, pp.1428 - 1442, 2022-07	434
2023-08	Cascade Windows-based Multi-stream Convolutional Neural Networks Framework for Early Detecting In-Sleep Stroke using Wristbands Jeon, Sanghoon ; Lee, Yang-Soo ; Son, Sang Hyuk IEEE Access, v.11, pp.84944 - 84956, 2023-08	33
2020-07	Channel Attention Module With Multiscale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image Lee, Haeyun ; Park, Jinhyoung ; Hwang, Jae Youn IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, v.67, no.7, pp.1344 - 1353, 2020-07	275
2019-01	Cyber-physical attack detection and recovery based on RNN in automotive brake systems Shin, Jongho ; Baek, Youngmi ; Lee, Jaeseong ; Lee, Seonghun Applied Sciences, v.9, no.1, pp.1 - 21, 2019-01	804
2021-04	Deep Depth from Uncalibrated Small Motion Clip Im, Sunghoon ; Ha, Hyowon ; Jeon, Hae-Gon ; Lin, Stephen ; Kweon, In So Institute of Electrical and Electronics Engineers, 2021-04	704
2022-03	Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions Kim, Eunji ; Park, Seonghwan ; Hwang, Seung-Hyeon ; Moon, Inkyu ; Javidi, Bahram IEEE Journal of Biomedical and Health Informatics, v.26, no.3, pp.1318 - 1328, 2022-03	280
2021-08	Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening Chikontwe, Philip ; Luna, Acevedo Miguel Andres ; Kang, Myeongkyun ; Hong, Kyung Soo ; Ahn, June Hong ; Park, Sang Hyun Medical Image Analysis, v.72, pp.102105, 2021-08	365
2023-06	Extending class activation mapping using Gaussian receptive field Kim, Bum Jun ; Koo, Gyogwon ; Choi, Hyeyeon ; Kim, Sang Woo Computer Vision and Image Understanding, v.231, 2023-06	392
2023-08	Fast automated quantitative phase reconstruction in digital holography with unsupervised deep learning Park, Seonghwan ; Kim, Youhyun ; Moon, Inkyu Optics and Lasers in Engineering, v.167, 2023-08	141
2021-06	Foot Gesture Recognition Using High-Compression Radar Signature Image and Deep Learning Song, Seungeon ; Kim, Bongseok ; Kim, Sangdong ; Lee, Jonghun Multidisciplinary Digital Publishing Institute (MDPI), 2021-06	570
2020-06	Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images Zama, Asaduz ; Park, Sang Hyun ; Bang, Hyunhee ; Park, Chul-woo ; Park, Ilhyung ; Joung, Sanghyun International Journal of Computer Assisted Radiology and Surgery, v.15, pp.931 - 941, 2020-06	661
2021-05	Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation Choi, Jinyeob ; Choi, Byeongdae IEEE Access, v.9, pp.64142 - 64152, 2021-05	806
2021-05	Hybrid Tracker Based Optimal Path Tracking System of Autonomous Driving for Complex Road Environments Seo, Eunbin ; Lee, Seunggi ; Shin, Gwanjun ; Yeo, Hoyeong ; Lim, Yongseob ; Choi, Gyeungho IEEE Access, v.9, pp.71763 - 71777, 2021-05	706
2021-03	Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear Lee, Kyungsu ; Kim, Jun Young ; Lee, Moon Hwan ; Choi, Chang-Hyuk ; Hwang, Jae Youn MDPI AG, 2021-03	404
2016-03	Improving discrimination ability of convolutional neural networks by hybrid learning Kim, In-Jung ; Choi, Changbeom ; Lee, Sang-Heon International Journal on Document Analysis and Recognition, v.19, no.1, pp.1 - 9, 2016-03	781
2023-12	MSF-NET: Foreground Objects Detection With Fusion of Motion and Semantic Features Kim, Jae-Yeul ; Ha, Jong-Eun IEEE Access, v.11, pp.145551 - 145565, 2023-12	47
2023	Multi-Channel Wearable Textile Electrode Array With Deep Learning for EMG-Based Human-Machine Interfaces Seonggyu Lee DGIST, 2023	141
2021-02	Multi-model Long Short-term Memory Network for Gait Recognition using Window-based Data Segment Tran, Lam ; Thang Hoang ; Thuc Nguyen ; Kim, Hyunil ; Choi, Deokjai IEEE Access, v.9, pp.23826 - 23839, 2021-02	655
2023-01	Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases Lee, Kyungsu ; Cavalcanti, Thiago Coutinho ; Kim, Sewoong ; Lew, Hah Min ; Suh, Dae Hun ; Lee, Dong Hun ; Hwang, Jae Youn IEEE Journal of Biomedical and Health Informatics, v.27, no.1, pp.176 - 187, 2023-01	295
2025-05	SoN: Selective Optimal Network for smartphone-based indoor localization in real-time Lee, Kyungsu ; Lee, Haeyun ; Hwang, Jae Youn Expert Systems with Applications, v.272, 2025-05	24
2022-09	Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image Lee, Haeyun ; Lee, Moon Hwan ; Youn, Sangyeon ; Lee, Kyungsu ; Lew, Hah Min ; Hwang, Jae Youn IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, v.69, no.9, pp.2638 - 2650, 2022-09	271
2021-04	Tactile Avatar: Tactile Sensing System Mimicking Human Tactile Cognition Kim, Kyungsoo ; Sim, Minkyung ; Lim, Sung‐Ho ; Kim, Dongsu ; Lee, Doyoung ; Shin, Kwonsik ; Moon, Cheil ; Choi, Ji-Woong ; Jang, Jae Eun Advanced Science, v.8, no.7, pp.2002362, 2021-04	668
2019-06	Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning Khanna, Rohan ; Oh, Daegun ; Kim, Youngwook Institute of Electrical and Electronics Engineers, 2019-06	793
2024-03	Throughput Approximation by Neural Network for Serial Production Lines With High Up/Downtime Variability Kim, Seunghyeon ; Won, Yuchang ; Park, Kyung-Joon ; Eun, Yongsoon IEEE Transactions on Industrial Informatics, v.20, no.3, pp.4227 - 4235, 2024-03	324
2021-12	Time-Dependent Deep Image Prior for Dynamic MRI Yoo, Jaejun ; Jin, Kyong Hwan ; Gupta, Harshit ; Yerly, Jérôme ; Stuber, Matthias ; Unser, Michael Institute of Electrical and Electronics Engineers Inc., 2021-12	334
2021-04	Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number Koo, Gyogwon ; Yun, Jong Pil ; Choi, Hyeyeon ; Kim, Sang Woo Pergamon Press Ltd., 2021-04	900
2023	Unsupervised Anomaly Detection Using Self-Supervised Learning with Knowledge Distillation Tashfeen Abdul Muqeet Bin DGIST, 2023	187
2024-09	Unsupervised speckle noise reduction technique for clinical ultrasound imaging Jung, Dongkyu ; Kang, Myeongkyun ; Park, Sang Hyun ; Guezzi, Nizar ; Yu, Jaesok Ultrasonography, v.43, no.5, pp.327 - 344, 2024-09	33
2022-10	Weakly Supervised Foreground Object Detection Network Using Background Model Image Kim, Jae-Yeul ; Ha, Jong-Eun IEEE Access, v.10, pp.105726 - 105733, 2022-10	181
2023	Weakly Supervised Representation Learning for Histopathology Image Analysis Philip Chikontwe DGIST, 2023	139
2022-08	Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization Chikontwe, Philip ; Sung, Hyun Jung ; Jeong, Jaehoon ; Kim, Meejeong ; Go, Heounjeong ; Nam, Soo Jeong ; Park, Sang Hyun Medical Image Analysis, v.80, 2022-08	230
2020-08	대용량 이미지넷 인식을 위한 CNN 기반 Weighted 앙상블 기법 정희철 ; 최민국 ; 김준광 ; 권순 ; 정우영 대한임베디드공학회, 2020-08	753
2021-03	딥러닝 기반 초음파 홀로그램 생성 알고리즘 개발 이문환 ; 황재윤 Journal of the Acoustical Society of Korea, v.40, no.2, pp.169 - 175, 2021-03	608
2019-07	적응형 채널 어텐션 모듈을 활용한 복합 열화 복원 네트워크 이해윤 ; 조성현 (사)한국컴퓨터그래픽스학회, 2019-07	599