Mr. Xilin Yang Profile

Xilin Yang

at Univ of California Los Angeles

SPIE Involvement:

Author

Publications (16)

SPIE Journal Paper | 26 October 2024 Open Access

Open Access

Unidirectional imaging with partially coherent light

Guangdong Ma, Che-Yung Shen, Jingxi Li, Luzhe Huang, Çağatay Işıl, Fazil Onuralp Ardic, Xilin Yang, Yuhang Li, Yuntian Wang, Md Sadman Sakib Rahman, Aydogan Ozcan

APN, Vol. 3, Issue 06, 066008, (October 2024) https://doi.org/10.1117/12.10.1117/1.APN.3.6.066008

KEYWORDS: Education and training, Imaging systems, Partial coherence, Design, Light sources and illumination, Coherence imaging, Diffraction, Image processing, Visualization, Visual process modeling

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Proceedings Article | 4 October 2024 Presentation

Presentation

Reconfigurable diffractive optical networks for multiplexed all-optical permutation operations

Guangdong Ma, Xilin Yang, Bijie Bai, Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Yijie Zhang, Yuzhu Li, Mona Jarrahi, Aydogan Ozcan

Proceedings Volume PC13118, PC1311813 (2024) https://doi.org/10.1117/12.3028458

KEYWORDS: Optical networks, Multiplexing, Matrices, Design, Terahertz radiation, Telecommunications, Structural design, Reconfigurable computing, Optical surfaces, Optical communications

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Proceedings Article | 4 October 2024 Presentation

Presentation

Classification of HER2 score in breast cancer images using deep learning and pyramid sampling

Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Morgan Darrow, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan

Proceedings Volume PC13118, PC131180E (2024) https://doi.org/10.1117/12.3027545

KEYWORDS: Image classification, Tissues, Breast cancer, Deep learning, Pathology, Systems modeling, Oncology, Cancer, Spatial learning, Pathogens

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Proceedings Article | 4 October 2024 Presentation

Presentation

Solid-immersion diffractive imaging

Jingtian Hu, Kun Liao, Niyazi Ulas Dinc, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Çağatay Işıl, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan

Proceedings Volume PC13118, PC131180Z (2024) https://doi.org/10.1117/12.3027884

KEYWORDS: Optical encoders, Spatial frequencies, Phase imaging, Education and training, Biosensing, Transform theory, Terahertz radiation, Solids, Refractive index, Phase reconstruction

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Proceedings Article | 4 October 2024 Presentation

Presentation

Spatially incoherent diffractive optical processors for complex-valued universal linear transformations and image encryption

Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan

Proceedings Volume PC13118, PC1311812 (2024) https://doi.org/10.1117/12.3027848

KEYWORDS: Image processing, Image encryption, Light sources and illumination, Visualization, Visual information processing, Phase imaging, Optical signal processing, Optical networks, Optical encoders, Neural networks

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Proceedings Article | 13 March 2024 Presentation

Presentation

Transferring optical information through random unknown diffusers using a diffractive decoder with electronic encoding

Bijie Bai, Heming Wei, Xilin Yang, Tianyi Gan, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan, Yuhang Li

Proceedings Volume PC12903, PC129030V (2024) https://doi.org/10.1117/12.3000579

KEYWORDS: Optical networks, Information visualization, Image encryption, Visual optics, Visualization, Optical computing, Design and modelling, Channel projecting optics, Structural design, Optical surfaces

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Proceedings Article | 13 March 2024 Presentation

Presentation

Light-field tomographic fluorescence lifetime imaging microscopy (LIFT-FLIM)

Yayao Ma, Luzhe Huang, Chandani Sen, Samuel Burri, Claudio Bruschini, Xilin Yang, Robert Cameron, Gregory Fishbein, Brigitte Gomperts, Aydogan Ozcan, Edoardo Charbon, Liang Gao

Proceedings Volume PC12857, PC1285712 (2024) https://doi.org/10.1117/12.3002375

KEYWORDS: Fluorescence lifetime imaging, Tomography, Time lapse microscopy, Single photon avalanche diodes, Imaging arrays, Stereoscopy, Microscopy, Fluorescence, Biomedical optics, 3D image processing

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Proceedings Article | 13 March 2024 Presentation

Presentation

Universal linear processing of spatially incoherent light with diffractive optical processors

Md Sadman Sakib Rahman, Xilin Yang, Jingxi Li, Bijie Bai, Aydogan Ozcan

Proceedings Volume PC12903, PC129030K (2024) https://doi.org/10.1117/12.3000301

KEYWORDS: Light sources and illumination, Design and modelling, Point spread functions, Optical surfaces, Information visualization, Visualization, Spatial learning, Phase distribution, Optical coherence, Multiplexing

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SPIE Journal Paper | 19 January 2024 Open Access

Open Access

Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks

Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan

APN, Vol. 3, Issue 01, 016010, (January 2024) https://doi.org/10.1117/12.10.1117/1.APN.3.1.016010

KEYWORDS: Image encryption, Education and training, Data processing, Point spread functions, Light sources and illumination, Image processing, Matrices, Geometrical optics, Visualization, Photonics

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Proceedings Article | 28 September 2023 Presentation

Presentation

Data class-specific all-optical transformations using diffractive computing

Bijie Bai, Heming Wei, Xilin Yang, Tianyi Gan, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan

Proceedings Volume PC12655, PC126550U (2023) https://doi.org/10.1117/12.2678154

KEYWORDS: Matrices, Information visualization, Image encryption, Visualization, Visual optics, Neural networks, Light sources and illumination, Image sensors, Free space optics, Engineering

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Proceedings Article | 16 March 2023 Presentation

Presentation

Few-shot transfer learning using a recurrent neural network for hologram reconstruction (Conference Presentation)

Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan

Proceedings Volume PC12389, PC123890B (2023) https://doi.org/10.1117/12.2649194

KEYWORDS: Holograms, Data modeling, Neural networks, Statistical modeling, Holography, Image processing, Optical microscopy, Microscopy, Image restoration

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Proceedings Article | 6 March 2023 Presentation

Presentation

Virtual stain-to-stain transformations via cascaded deep neural networks

Xilin Yang, Bijie Bai, Yuzhu Li, Yijie Zhang, Tairan Liu, Kevin de Haan, Aydogan Ozcan

Proceedings Volume PC12371, PC123710C (2023) https://doi.org/10.1117/12.2648101

KEYWORDS: Neural networks, Tissues, Data modeling, Kidney, Image quality, Diagnostics, Biopsy

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Proceedings Article | 4 October 2022 Presentation

Presentation

Few-shot generalizable hologram reconstruction model using a recurrent neural network (RNN) (Conference Presentation)

Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan

Proceedings Volume PC12204, PC122040H (2022) https://doi.org/10.1117/12.2632636

KEYWORDS: Neural networks, Holograms, Statistical modeling, Data modeling, 3D image reconstruction, Tissues, Prostate, Performance modeling, Image restoration, Image quality

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Proceedings Article | 9 March 2022 Presentation

Presentation

Three-dimensional virtual refocusing of point-spread function engineered images using cascaded neural networks

Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan

Proceedings Volume PC12019, PC1201906 (2022) https://doi.org/10.1117/12.2608278

KEYWORDS: Neural networks, Microscopy, Image resolution, 3D image processing, Point spread functions, Luminescence, Spatial resolution, Signal to noise ratio, Image restoration, Convolutional neural networks

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Proceedings Article | 2 March 2022 Presentation + Paper

Presentation + Paper

Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks

Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan

Proceedings Volume 11970, 119700C (2022) https://doi.org/10.1117/12.2608913

KEYWORDS: Holograms, Holography, Phase retrieval, Neural networks, Image restoration, Microscopy, Reconstruction algorithms, Lung, Tissues

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Proceedings Article | 1 August 2021 Presentation

Presentation

Virtual refocusing of fluorescence images using an engineered point-spread function and deep learning

Yang Xilin, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan

Proceedings Volume 11804, 1180425 (2021) https://doi.org/10.1117/12.2594416

KEYWORDS: Luminescence, Point spread functions, Image resolution, Neural networks, Microscopy, Image enhancement, Error analysis

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Showing 5 of 16 publications

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