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Hanlong Chen
at UCLA Samueli School of Engineering
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 13 March 2024 Presentation
Neural network uncertainty quantification in inverse imaging problems based on cycle consistency
Proceedings Volume PC12903, PC129030T (2024) https://doi.org/10.1117/12.3000686
KEYWORDS: Neural networks, Inverse imaging problems, Reliability, Education and training, Super resolution, Mathematical modeling, Deep learning, Deblurring, Computational imaging, Artificial neural networks
Proceedings Article | 12 March 2024 Presentation + Paper
Experiment-data-free self-supervised neural network for holographic microscopy imaging
Proceedings Volume 12852, 128520B (2024) https://doi.org/10.1117/12.3000665
KEYWORDS: Holograms, Biological samples, Microscopy, Machine learning, Biological imaging, Optical microscopy, Tissues
Proceedings Article | 16 March 2023 Presentation
Deep learning-based hologram reconstruction with superior external generalization (Conference Presentation)
Proceedings Volume PC12389, PC123890P (2023) https://doi.org/10.1117/12.2648180
KEYWORDS: Holograms, Tissues, Image restoration, Image processing, Holography, Statistical modeling, Spatial frequencies, Prostate, Neural networks, Lung
Proceedings Article | 1 August 2021 Presentation
Convolutional recurrent neural network-enabled volumetric fluorescence imaging
Proceedings Volume 11804, 1180411 (2021) https://doi.org/10.1117/12.2594411
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