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Department of Robotics and Mechatronics Engineering
Intelligent Imaging and Vision Systems Laboratory
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- Moon, Inkyu
- 2025-12
- Engineering Applications of Artificial Intelligence, v.161, no.C
- Elsevier
- View : 23
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- Moon, Inkyu
- 2025-09
- Ahmadzadeh, Ezat. (2025-09). Automated phenotypic analysis and classification of drug-treated cardiomyocytes via synergized time-lapse holographic imaging and deep learning. Computer Methods and Programs in Biomedicine, 269. doi: 10.1016/j.cmpb.2025.108890
- Elsevier
- View : 273
- Download : 0
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- Moon, Inkyu ;
- Javidi, Bahram
- 2025-05
- Kim, Youhyun. (2025-05). Multiparty Random Phase Wrapping Secret-Sharing Systems for Visual Data Security. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 55(5), 3586–3600. doi: 10.1109/TSMC.2025.3541827
- IEEE Advancing Technology for Humanity
- View : 263
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- Kim, Minseok S. ;
- Moon, Inkyu
- 2025-01
- Park, Seonghwan. (2025-01). Quantitative analysis of the dexamethasone side effect on human-derived young and aged skeletal muscle by myotube and nuclei segmentation using deep learning. Bioinformatics, 41(1). doi: 10.1093/bioinformatics/btae658
- Oxford University Press
- View : 236
- Download : 44
- 2025-02
- Martin, Antoinette Deborah. (2025-02). Privacy-Preserving Image Captioning with Partial Encryption and Deep Learning. Mathematics, 13(4). doi: 10.3390/math13040554
- MDPI
- View : 212
- Download : 100
- Moon, Inkyu ;
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- Rappaz, Benjamin ;
- Turcatti, Gerardo
- 2025-02
- Moon, Inkyu. (2025-02). Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening. Biomedical Optics Express, 16(2), 398–414. doi: 10.1364/BOE.542362
- The Optical Society
- View : 251
- Download : 47
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- Choi, Kevin ;
- Moon, Inkyu ;
- Javidi, Bahram
- 2024-12
- Kim, Youhyun. (2024-12). New Complex Sinusoidal Waveform-Based Zero-Knowledge Proof Systems for Efficient Anonymous Authentication. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(12), 7710–7720. doi: 10.1109/TSMC.2024.3460801
- IEEE Advancing Technology for Humanity
- View : 166
- Download : 0
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- Moon, Inkyu
- 2024-07
- Jeong, Ongee. (2024-07). Comprehensive Neural Cryptanalysis on Block Ciphers Using Different Encryption Methods. Mathematics, 12(13). doi: 10.3390/math12131936
- MDPI
- View : 267
- Download : 39
Article
Automated phase reconstruction and super-resolution with deep learning in digital holography
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- Moon, Inkyu
- 2024-09
- Park, Seonghwan. (2024-09). Automated phase reconstruction and super-resolution with deep learning in digital holography. Optics and Laser Technology, 176. doi: 10.1016/j.optlastec.2024.111030
- Elsevier
- View : 331
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- Moon, Inkyu
- 2024-07
- Rehman, Abdur. (2024-07). Automated classification of elliptical cancer cells with stain-free holographic imaging and self-supervised learning. Optics and Laser Technology, 174. doi: 10.1016/j.optlastec.2024.110646
- Elsevier
- View : 288
- Download : 0
- Yang, Eunmok ;
- Shankar, K. ;
- Kumar, Sachin ;
- Seo, Changho ;
- Moon, Inkyu
- 2023-12
- Yang, Eunmok. (2023-12). Equilibrium Optimization Algorithm with Deep Learning Enabled Prostate Cancer Detection on MRI Images. Biomedicines, 11(12). doi: 10.3390/biomedicines11123200
- MDPI
- View : 200
- Download : 32
Article
Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells
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- Moon, Inkyu
- 2023-01
- Jaferzadeh, Keyvan. (2023-01). Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells. Advanced Photonics Research, 4(1). doi: 10.1002/adpr.202200043
- Wiley-VCH
- View : 346
- Download : 33
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- Kim, Hyunil ;
- Moon, Inkyu
- 2023-09
- Park, Seonghwan. (2023-09). Automated Classical Cipher Emulation Attacks via Unified Unsupervised Generative Adversarial Networks. Cryptography, 7(3). doi: 10.3390/cryptography7030035
- MDPI AG
- View : 233
- Download : 29
- 2024-01
- Jeong, Ongee. (2024-01). Adaptive transfer learning-based cryptanalysis on double random phase encoding. Optics and Laser Technology, 168. doi: 10.1016/j.optlastec.2023.109916
- Elsevier
- View : 378
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- Rappaz, Benjamin ;
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- Kim, Bo-Kyung ;
- Moon, Inkyu ;
- Marquet, Pierre ;
- Turcatti, Gerardo
- 2023-06
- Jaferzadeh, Keyvan. (2023-06). Automated Dual-Mode Cell Monitoring To Simultaneously Explore Calcium Dynamics and Contraction-Relaxation Kinetics within Drug-Treated Stem Cell-Derived Cardiomyocytes. ACS Sensors, 8(7), 2533–2542. doi: 10.1021/acssensors.3c00073
- American Chemical Society
- View : 342
- Download : 0
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- Moon, Inkyu
- 2023-08
- Park, Seonghwan. (2023-08). Fast automated quantitative phase reconstruction in digital holography with unsupervised deep learning. Optics and Lasers in Engineering, 167. doi: 10.1016/j.optlaseng.2023.107624
- Elsevier Ltd
- View : 360
- Download : 0
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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 : 392
- 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 : 501
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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 : 535
- 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 : 604
- Download : 125