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Department of Robotics and Mechatronics Engineering
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- Moon, Inkyu
- 2022-08
- Martin, Antoinette Deborah. (2022-08). Privacy-Preserving Image Captioning with Deep Learning and Double Random Phase Encoding. Mathematics, 10(16). doi: 10.3390/math10162859
- MDPI AG
- View : 413
- Download : 29
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- Moon, Inkyu ;
- Javidi, Bahram
- 2022-03
- Kim, Eunji. (2022-03). Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions. IEEE Journal of Biomedical and Health Informatics, 26(3), 1318–1328. doi: 10.1109/JBHI.2021.3104650
- Institute of Electrical and Electronics Engineers Inc.
- View : 523
- Download : 0
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- Moon, Inkyu
- 2022-01
- Ahmadzadeh, Ezat. (2022-01). A Deep Bidirectional LSTM-GRU Network Model for Automated Ciphertext Classification. IEEE Access, 10, 3228–3237. doi: 10.1109/ACCESS.2022.3140342
- Institute of Electrical and Electronics Engineers Inc.
- View : 557
- Download : 0
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- Moon, Inkyu
- 2021-11
- Park, Seonghwan. (2021-11). Automated phase unwrapping in digital holography with deep learning. Biomedical Optics Express, 12(11), 7064–7081. doi: 10.1364/BOE.440338
- The Optical Society
- View : 650
- Download : 133
- Yi, Faliu ;
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- Moon, Inkyu
- 2021-09
- Yi, Faliu. (2021-09). Privacy-Preserving Image Classification With Deep Learning and Double Random Phase Encoding. IEEE Access, 9, 136126–136134. doi: 10.1109/ACCESS.2021.3116876
- Institute of Electrical and Electronics Engineers Inc.
- View : 775
- Download : 0
Article
Double random phase encoding schemes with perfect forward secrecy for robust image cryptography
- Moon, Inkyu ;
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- Gholami, Samaneh ;
- 2021-08
- Moon, Inkyu. (2021-08). Double random phase encoding schemes with perfect forward secrecy for robust image cryptography. OSA Continuum, 4(8), 2245–2259. doi: 10.1364/OSAC.426537
- The Optical Society
- View : 437
- Download : 0
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- Jaferzadeh, Keyvan ;
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- Moon, Inkyu
- 2022-01
- Ahamadzadeh, Ezat. (2022-01). Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening. Biosensors and Bioelectronics, 195. doi: 10.1016/j.bios.2021.113570
- Elsevier
- View : 692
- Download : 41
- Yi, Faliu ;
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- Moon, Inkyu ;
- Javidi, Bahram
- 2021-11
- Yi, Faliu. (2021-11). Deep learning integral imaging for three-dimensional visualization, object detection, and segmentation. Optics and Lasers in Engineering, 146, 106695. doi: 10.1016/j.optlaseng.2021.106695
- Elsevier BV
- View : 706
- Download : 0
Article
A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model
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- Moon, Inkyu
- 2021-04
- Ahmadzadeh, Ezat. (2021-04). A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model. IEEE Access, 9, 60960–60970. doi: 10.1109/ACCESS.2021.3074268
- Institute of Electrical and Electronics Engineers Inc.
- View : 655
- Download : 0
- Yi, Faliu ;
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- Moon, Inkyu
- 2021-03
- Yi, Faliu. (2021-03). High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks. Journal of Biomedical Optics, 26(3), 036001wwww. doi: 10.1117/1.JBO.26.3.036001
- SPIE
- View : 931
- Download : 195
- Moon, Inkyu ;
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- Javidi, Bahram
- 2020-08
- Moon, Inkyu. (2020-08). Noise-free quantitative phase imaging in Gabor holography with conditional generative adversarial network. Optics Express, 28(18), 26284–26301. doi: 10.1364/OE.398528
- Optical Society of America
- View : 662
- Download : 262
- Ahmadzadeh, Ezat ;
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- Shin, Seokjoo ;
- Moon, Inkyu
- 2020-03
- Ahmadzadeh, Ezat. (2020-03). Automated single cardiomyocyte characterization by nucleus extraction from dynamic holographic images using a fully convolutional neural network. Biomedical Optics Express, 11(3), 1501–1516. doi: 10.1364/BOE.385218
- The Optical Society
- View : 793
- Download : 170
Article
Marker-Free Automatic Quantification of Drug-Treated Cardiomyocytes with Digital Holographic Imaging
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- Rappaz, Benjamin ;
- Kuttler, Fabien ;
- Kim, Bo kyoung ;
- Moon, Inkyu ;
- Marquet, Pierre ;
- Turcatti, Gerardo
- 2020-01
- Jaferzadeh, Keyvan. (2020-01). Marker-Free Automatic Quantification of Drug-Treated Cardiomyocytes with Digital Holographic Imaging. ACS Photonics, 7(1), 105–113. doi: 10.1021/acsphotonics.9b01152
- American Chemical Society
- View : 741
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- Sim, Minwoo ;
- Moon, Inkyu ;
- Javidi, Bahram
- 2019-12
- Kim, Youhyun. (2019-12). Secure Random Phase Key Exchange Schemes for Image Cryptography. doi: 10.1109/JIOT.2019.2942048
- Institute of Electrical and Electronics Engineers Inc.
- View : 860
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- Samaneh Gholami ;
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- Shin, Seokjoo ;
- Moon, Inkyu
- 2019-10
- Samaneh Gholami. (2019-10). Efficient Compression Schemes for Double Random Phase-encoded Data for Image Authentication. Current Optics and Photonics, 3(5), 390–400. doi: 10.3807/COPP.2019.3.5.390
- 한국광학회
- View : 673
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- Moon, Inkyu
- 2019-10
- Jaferzadeh, Keyvan. (2019-10). Quantitative analysis of three-dimensional morphology and membrane dynamics of red blood cells during temperature elevation. Scientific Reports, 9(1), 14062. doi: 10.1038/s41598-019-50640-z
- Nature Publishing Group
- View : 690
- Download : 126
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- Moon, Inkyu
- 2019-08
- Kim, Youhyun. (2019-08). Secure storage and retrieval schemes for multiple encrypted digital holograms with orthogonal phase encoding multiplexing. Optics Express, 27(16), 22147–22160. doi: 10.1364/OE.27.022147
- Optical Society of America
- View : 725
- Download : 159
- Jaferzadeh, Keyvan ;
- Hwang, Seung-Hyeon ;
- Moon, Inkyu ;
- Javidi, Bahram
- 2019-08
- Jaferzadeh, Keyvan. (2019-08). No-search focus prediction at the single cell level in digital holographic imaging with deep convolutional neural network. doi: 10.1364/BOE.10.004276
- The Optical Society
- View : 631
- Download : 116
Article
Automated quantification study of human cardiomyocyte synchronization using holographic imaging
- Moon, Inkyu ;
- Ahmadzadeh, Ezat ;
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- 2019-02
- Moon, Inkyu. (2019-02). Automated quantification study of human cardiomyocyte synchronization using holographic imaging. Biomedical Optics Express, 10(2), 610–621. doi: 10.1364/BOE.10.000610
- The Optical Society
- View : 933
- Download : 159
- Akter, Lata Ayesha ;
- Moon, Inkyu ;
- Kwon, Goo-Rak
- 2019-06
- Akter, Lata Ayesha. (2019-06). Double random phase encoding with a Poisson-multinomial distribution for efficient colorful image authentication. Multimedia Tools and Applications, 78(11), 14613–14632. doi: 10.1007/s11042-018-6844-1
- Springer New York LLC
- View : 855
- Download : 0