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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: 11/15/2024
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Inventor(s):
Aydogan Ozcan
,
Hanlong Chen
,
Luzhe Huang
Keywords(s):
Holography
,
Image Processing
,
Imaging
,
Machine Learning
,
Optical Tomography
,
Optics
,
Transformer
Category(s):
Software & Algorithms
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Software & Algorithms > Image Processing
,
Electrical > Imaging
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Software & Algorithms > Artificial Intelligence & Machine Learning
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Software & Algorithms > Data Analytics
2015-671 Underground Shafts for Hydrogen Storage
SummaryResearchers at UCLA have developed an underground drilled shaft concept for storage of hydrogen or other gases.BackgroundOne challenge in creating a hydrogen economy is developing hydrogen gas storage solutions. Increased interest has helped the global hydrogen storage market grow to $2.6 billion in 2016, and it is expected to reach over $5...
Published: 7/19/2023
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Inventor(s):
Adrienne Lavine
,
Hossein Kavehpour
,
Dante Simonetti
,
Richard Wirz
,
Chen Chen
,
Gabriela Bran
,
Gopinath Warrier
,
Hamarz Aryafar
,
Jonathon Kennedy
,
Joshua Jordan
,
Keith Lovegrove
Keywords(s):
Energy & Water
Category(s):
Energy & Environment > Energy Generation > Solar
,
Energy & Environment > Energy Storage