Browse "School of Mechanical and Aerospace Engineering(기계항공공학부)" by Subject deep learning
Showing results 1 to 25 of 25
| A Neural Network Model for Material Degradation Detection and Diagnosis Using Microscopic Images Choi, Woosung; Huh, Hyunsuk; Tama, Bayu Adhi; Park, Gyusang; Lee, Seungchul, IEEE ACCESS, v.7, pp.92151 - 92160, 2019 |
| Adaptive path-integral autoencoder: representation learning and planning for dynamical systems Ha, Jung-Su; Park, Young Jin; Chae, Hyeok-Joo; Park, Soon-Seo; Choi, Han-Lim, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, 2019-12 |
Advanced Welding Manufacturing: A Brief Analysis and Review of Challenges and Solutions Zhang, Yu Ming; Yang, Yu-Ping; Zhang, Wei; Na, Suck-Joo, JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, v.142, no.11, 2020-11 |
| Applications of deep learning for fault detection in industrial cold forging Glaeser, Andrew; Selvaraj, Vignesh; Lee, Sooyoung; Hwang, Yunseob; Lee, Kangsan; Lee, Namjeong; Lee, Seungchul; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.16, pp.4826 - 4835, 2021-08 |
| Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images Lee, Kyungsu; Kim, Jun Hee; Lee, Haeyun; Park, Juhum; Choi, Jihwan; Hwang, Jae Youn, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.60, 2022 |
| Committee of dataset-biased CNNs for real-world application of facial expression recognition = 환경변화에 강인한 얼굴표정 인식을 위한 심층 나선형 신경망 기반 환경 편향 커미티머신link Shin, Minchul; Kwon, Dong-soo; et al, 한국과학기술원, 2017 |
| Convolutional Neural Network Classifies Pathological Voice Change in Laryngeal Cancer with High Accuracy Kim, HyunBum; Jeon, Juhyeong; Han, Yeon Jae; Joo, YoungHoon; Lee, Jonghwan; Lee, Seungchul; Im, Sun, JOURNAL OF CLINICAL MEDICINE, v.9, no.11, 2020-11 |
| Deep Generative Design: Integration of Topology Optimization and Generative Models Oh, Sangeun; Jung, Yongsu; Kim, Seongsin; Lee, Ikjin; Kang, Namwoo, JOURNAL OF MECHANICAL DESIGN, v.141, no.11, 2019-11 |
| Deep Learning Enhances Multiparametric Dynamic Volumetric Photoacoustic Computed Tomography In Vivo (DL-PACT) Choi, Seongwook; Yang, Jinge; Lee, Soo Young; Kim, Jiwoong; Lee, Jihye; Kim, Won Jong; Lee, Seungchul; et al, ADVANCED SCIENCE, v.10, no.1, 2023-01 |
| Deep Neural Network-Based Landmark Selection Method for Optical Navigation on Lunar Highlands Lee, Hoonhee; Choi, Han-Lim; Jung, Dawoon; Choi, Sujin, IEEE ACCESS, v.8, pp.99010 - 99023, 2020-05 |
| Designing an Adhesive Pillar Shape with Deep Learning-Based Optimization Kim, Yongtae; Yang, Charles; Kim, Youngsoo; Gu, Grace X.; Ryu, Seunghwa, ACS APPLIED MATERIALS & INTERFACES, v.12, no.21, pp.24458 - 24465, 2020-05 |
| Expanding Design Spaces in Digital Composite Materials: A Multi-Input Deep Learning Approach Enhanced by Transfer Learning and Multi-kernel Network Park, Donggeun; Park, Minwoo; Ryu, Seunghwa, ADVANCED THEORY AND SIMULATIONS, v.6, no.11, 2023-11 |
| Gallbladder Polyp Classification in Ultrasound Images Using an Ensemble Convolutional Neural Network Model Kim, Taewan; Choi, Young Hoon; Choi, Jin Ho; Lee, Sang Hyub; Lee, Seungchul; Lee, In Seok, JOURNAL OF CLINICAL MEDICINE, v.10, no.16, 2021-08 |
| Hierarchical Generative Network: A Hierarchical Multitask Learning Approach for Accelerated Composite Material Design and Discovery Park, Donggeun; Lee, Jaemin; Park, Kundo; Ryu, Seunghwa, ADVANCED ENGINEERING MATERIALS, v.25, no.21, 2023-11 |
| Improved classification and localization approach to small bowel capsule endoscopy using convolutional neural network Hwang, Yunseob; Lee, Han Hee; Park, Chunghyun; Tama, Bayu Adhi; Kim, Jin Su; Cheung, Dae Young; Chung, Woo Chul; et al, DIGESTIVE ENDOSCOPY, v.33, no.4, pp.598 - 607, 2021-05 |
| Low-Power, Multi-Transduction Nanosensor Array for Accurate Sensing of Flammable and Toxic Gases Henriquez, Dionisio V. Del Orbe; Kang, Mingu; Cho, Incheol; Choi, Jungrak; Park, Jaeho; Gul, Osman; Ahn, Junseong; et al, SMALL METHODS, v.7, no.3, 2023-03 |
| Motion Similarity-Based Safety Hook Fastening State Recognition via Deep Siamese Neural Networks Song, Kyu-Seob; Lim, Jong Gwan; Lee, Dong-Guw; Kwon, Dong-Soo, IEEE SENSORS LETTERS, v.7, no.10, 2023-10 |
| Normal data based rotating machine anomaly detection using CNN with self-labeling Bae, Jaewoong; Jung, Wonho; Park, Yong-Hwa, SMART STRUCTURES AND SYSTEMS, v.29, no.6, pp.757 - 766, 2022-06 |
| Novel Deep-Learning-Aided Multimodal Target Tracking Moon, SungTae; Youn, Wonkeun; Bang, Hyochoong, IEEE SENSORS JOURNAL, v.21, no.18, pp.20730 - 20739, 2021-09 |
| Point-level deep learning approach for 3D acoustic source localization Lee, Soo Young; Chang, Jiho; Lee, Seungchul, SMART STRUCTURES AND SYSTEMS, v.29, no.6, pp.777 - 783, 2022-06 |
| Predicting Atomic Force Microscopy Topography from Optical Microscopes Using Deep Learning Jeong, Jaewoo; Kim, Taeyeong; Lee, Bong Jae; Lee, Jungchul, ADVANCED INTELLIGENT SYSTEMS, v.5, no.1, 2023-01 |
| Simple and Multiplexed Detection of Nucleic Acid Targets Based on Fluorescent Ring Patterns and Deep Learning Analysis Lee, Juhee; Lee, Taegu; Lee, Ha Neul; Kim, Hyoungsoo; Kang, Yoo Kyung; Ryu, Seunghwa; Chung, Hyun Jung, ACS APPLIED MATERIALS & INTERFACES, v.15, no.47, pp.54335 - 54345, 2023-11 |
| Spatial and Sequential Deep Learning Approach for Predicting Temperature Distribution in a Steel-Making Continuous Casting Process Lee, Soo Young; Tama, Bayu Adhi; Choi, Changyun; Hwang, Jong-Yeon; Bang, Jonggeun; Lee, Seungchul, IEEE ACCESS, v.8, pp.21953 - 21965, 2020 |
| Steel Surface Defect Diagnostics Using Deep Convolutional Neural Network and Class Activation Map Lee, Soo Young; Tama, Bayu Adhi; Moon, Seok Jun; Lee, Seungchul, APPLIED SCIENCES-BASEL, v.9, no.24, 2019-12 |
| Wavelet-like convolutional neural network structure for time-series data classification Park, Seungtae; Jeong, Haedong; Min, Hyungcheol; Lee, Hojin; Lee, Seungchul, SMART STRUCTURES AND SYSTEMS, v.22, no.2, pp.175 - 183, 2018-08 |
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