Search Results - luzhe+huang

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2022-252 Fourier Imager Network (FIN): A Deep Neural Network for Hologram Reconstruction with Superior External Generalization

Summary: UCLA researchers in the department of Electrical Engineering have developed a deep learning approach that is capable of performing image reconstruction from raw holograms, which proves to be faster and superior at reconstruction as well as generalizable to new data. Background: Holographic imaging provides significant advantages over standard...

Published: 7/19/2023 | Inventor(s): Aydogan Ozcan, Hanlong Chen, Luzhe Huang

Keywords(s): Holography, Image Processing, Imaging, Machine Learning, Optical Tomography, Optics, Transformer

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Electrical > Imaging, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics

2020-795 Single-Shot Autofocusing of Microscopy Images Using Deep Learning (DEEP-R)

Summary: UCLA researchers in the Department of Electrical Engineering have developed a deep learning-based autofocusing method for microscopy imaging (Deep-R). The method can rapidly and blindly autofocus a single-shot microscopy image of a specimen that is acquired at an arbitrary out-of-focus plane. Background: Focus is a critical factor when analyzing...

Published: 7/19/2023 | Inventor(s): Aydogan Ozcan, Yair Rivenson, Yilin Luo, Luzhe Huang

Keywords(s): Deep Learning, Fluorescence, Fluorescence Microscope, Image Analysis, Image Processing, Microscopy, Microscopy And Imaging

Category(s): Software & Algorithms > Image Processing, Life Science Research Tools > Microscopy And Imaging, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices > Medical Imaging > Fluorescence

2021-101 Recurrent Neural Network-Based Volumetric Fluorescence Microscopy

SUMMARYUCLA researchers in the Department of Electrical and Computer Engineering have developed a recurrent neural network-based volumetric imaging inference framework (recurrent-MZ) to speed up fluorescent microscopic image reconstruction of 3D samples. Recurrent-MZ permits the digital reconstruction of a sample volume over an extended depth-of-field...

Published: 7/19/2023 | Inventor(s): Aydogan Ozcan, Yair Rivenson, Luzhe Huang

Keywords(s):

Category(s): Life Science Research Tools > Microscopy And Imaging, Software & Algorithms > Image Processing, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices > Medical Imaging > Fluorescence, Optics & Photonics