DGIST Scholar: 문인규

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문인규 (Moon, Inkyu)

ISNI Researcher ID ORCiD Scopus Google Scholar Research Gate

Department: Department of Robotics and Mechatronics Engineering

Affiliated Community: Intelligent Imaging and Vision Systems Laboratory

Research Interests: 지능형 영상시스템; AI기반 영상분석; AI기반 암호시스템; Intelligent Imaging Systems; AI-based Image Analysis; AI-based Cryptosystems & Cryptanalysis

Website: https://iivs.dgist.ac.kr

E-Mail: Click to show Email

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Issue Date	Title Author(s) Journal	View
2024-01	Adaptive transfer learning-based cryptanalysis on double random phase encoding Jeong, Ongee ; Moon, Inkyu Optics and Laser Technology, v.168, 2024-01	28
2023-12	Equilibrium Optimization Algorithm with Deep Learning Enabled Prostate Cancer Detection on MRI Images Yang, Eunmok ; Shankar, K. ; Kumar, Sachin ; Seo, Changho ; Moon, Inkyu Biomedicines, v.11, no.12, 2023-12	31
2023-09	Automated Classical Cipher Emulation Attacks via Unified Unsupervised Generative Adversarial Networks Park, Seonghwan ; Kim, Hyunil ; Moon, Inkyu Cryptography, v.7, no.3, 2023-09	58
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	75
2023-06	Automated Dual-Mode Cell Monitoring To Simultaneously Explore Calcium Dynamics and Contraction-Relaxation Kinetics within Drug-Treated Stem Cell-Derived Cardiomyocytes Jaferzadeh, Keyvan ; Rappaz, Benjamin ; Kim, Youhyun ; Kim, Bo-Kyung ; Moon, Inkyu ; Marquet, Pierre ; Turcatti, Gerardo ACS Sensors, v.8, no.7, pp.2533 - 2542, 2023-06	73
2023-01	Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells Jaferzadeh, Keyvan ; Son, Seungwoo ; Rehman, Abdur ; Park, Seonghwan ; Moon, Inkyu Advanced Photonics Research, v.4, no.1, 2023-01	55
2022-08	Privacy-Preserving Image Captioning with Deep Learning and Double Random Phase Encoding Martin, Antoinette Deborah ; Ahmadzadeh, Ezat ; Moon, Inkyu Mathematics, v.10, no.16, 2022-08	182
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	220
2022-01	A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification Ahmadzadeh, Ezat ; Kim, Hyunil ; Jeong, Ongee ; Kim, Namki ; Moon, Inkyu IEEE Access, v.10, pp.3228 - 3237, 2022-01	278
2022-01	Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening Ahamadzadeh, Ezat ; Jaferzadeh, Keyvan ; Park, Seonghwan ; Son, Seungwoo ; Moon, Inkyu Biosensors and Bioelectronics, v.195, 2022-01	313
2021-11	Automated phase unwrapping in digital holography with deep learning Park, Seonghwan ; Kim, Youhyun ; Moon, Inkyu Biomedical Optics Express, v.12, no.11, pp.7064 - 7081, 2021-11	309
2021-11	Deep learning integral imaging for three-dimensional visualization, object detection, and segmentation Yi, Faliu ; Jeong, Ongee ; Moon, Inkyu ; Javidi, Bahram Optics and Lasers in Engineering, v.146, pp.106695, 2021-11	351
2021-09	Privacy-Preserving Image Classification With Deep Learning and Double Random Phase Encoding Yi, Faliu ; Jeong, Ongee ; Moon, Inkyu IEEE Access, v.9, pp.136126 - 136134, 2021-09	365
2021-08	Double random phase encoding schemes with perfect forward secrecy for robust image cryptography Moon, Inkyu ; Kim, Youhyun ; Gholami, Samaneh ; Jeong, Ongee OSA Continuum, v.4, no.8, pp.2245 - 2259, 2021-08	293
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	389
2021-03	$High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks$ High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks Yi, Faliu ; Park, Seonghwan ; Moon, Inkyu Journal of Biomedical Optics, v.26, no.3, pp.036001wwww, 2021-03	394
2020-08	Noise-free quantitative phase imaging in Gabor holography with conditional generative adversarial network Moon, Inkyu ; Jaferzadeh, Keyvan ; Kim, Youhyun ; Javidi, Bahram Optics Express, v.28, no.18, pp.26284 - 26301, 2020-08	448
2020-03	Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network Ahmadzadeh, Ezat ; Jaferzadeh, Keyvan ; Shin, Seokjoo ; Moon, Inkyu Biomedical Optics Express, v.11, no.3, pp.1501 - 1516, 2020-03	601
2020-01	Marker-Free Automatic Quantification of Drug-Treated Cardiomyocytes with Digital Holographic Imaging Jaferzadeh, Keyvan ; Rappaz, Benjamin ; Kuttler, Fabien ; Kim, Bo kyoung ; Moon, Inkyu ; Marquet, Pierre ; Turcatti, Gerardo ACS Photonics, v.7, no.1, pp.105 - 113, 2020-01	513
2019-12	Secure Random Phase Key Exchange Schemes for Image Cryptography Kim, Youhyun ; Sim, Minwoo ; Moon, Inkyu ; Javidi, Bahram Institute of Electrical and Electronics Engineers Inc., 2019-12	566