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SUMMARY:Imaging Seminar: Deep Learning-enabled Computational Microscopy an
 d Diffractive Imaging
DTSTART:20240320T170000
DTEND:20240320T180000
DTSTAMP:20260407T195106Z
UID:d47b2aec4ae2df00128c55279c211460060bb98ce0460c53dbedfb9e
CATEGORIES:Conferences - Seminars
DESCRIPTION:Prof. Aydogan Ozcan\, UCLA - University of California\, Los A
 ngeles \n<< Registration below >>\n\nJoint seminar with IEM - Institute 
 of Electrical and Micro Engineering \n\nAbstract:\nIn this presentatio
 n\, I will provide an overview of our recent work on using deep neural net
 works in advancing computational microscopy and sensing systems\, also cov
 ering their biomedical applications\, including virtual staining of label-
 free tissue for pathology. I will also discuss diffractive optical network
 s designed by deep learning to all-optically implement various complex fun
 ctions as the input light diffracts through spatially-engineered surfaces.
  These diffractive processors designed by deep learning have various appli
 cations\, e.g.\, all-optical image analysis\, feature detection\, object c
 lassification\, computational imaging and seeing through diffusers\, also 
 enabling task-specific camera designs and new optical components such as s
 patial\, spectral and temporal beam shaping and spatially-controlled wavel
 ength division multiplexing. These deep learning-designed diffractive syst
 ems can broadly impact (1) all-optical statistical inference engines\, (2)
  computational camera and microscope designs and (3) inverse design of opt
 ical systems that are task-specific. In this talk\, I will give examples o
 f each group\, enabling transformative capabilities for various applicatio
 ns of interest in e.g.\, autonomous systems\, defense/security\, telecommu
 nications as well as biomedical imaging and sensing.\n\nBio:\nDr. Aydogan 
 Ozcan is the Chancellor’s Professor and the Volgenau Chair for Engineeri
 ng Innovation at UCLA and an HHMI Professor with the Howard Hughes Medical
  Institute. He is also the Associate Director of the California NanoSystem
 s Institute. Dr. Ozcan is elected Fellow of the National Academy of Invent
 ors (NAI) and holds >70 issued/granted patents in microscopy\, holography\
 , computational imaging\, sensing\, mobile diagnostics\, nonlinear optics 
 and fiber-optics\, and is also the author of one book and the co-author of
  >1000 peer-reviewed publications in leading scientific journals/conferenc
 es. Dr. Ozcan received major awards\, including the Presidential Early Car
 eer Award for Scientists and Engineers (PECASE)\, International Commission
  for Optics ICO Prize\, Dennis Gabor Award (SPIE)\, Joseph Fraunhofer Awar
 d & Robert M. Burley Prize (Optica)\, SPIE Biophotonics Technology Innovat
 or Award\, Rahmi Koc Science Medal\, SPIE Early Career Achievement Award\,
  Army Young Investigator Award\, NSF CAREER Award\, NIH Director’s New I
 nnovator Award\, Navy Young Investigator Award\, IEEE Photonics Society Yo
 ung Investigator Award and Distinguished Lecturer Award\, National Geograp
 hic Emerging Explorer Award\, National Academy of Engineering The Grainger
  Foundation Frontiers of Engineering Award and MIT’s TR35 Award for his 
 seminal contributions to computational imaging\, sensing and diagnostics. 
 Dr. Ozcan is elected Fellow of Optica\, AAAS\, SPIE\, IEEE\, AIMBE\, RSC\,
  APS and the Guggenheim Foundation\, and is a Lifetime Fellow Member of Op
 tica\, NAI\, AAAS\, and SPIE. Dr. Ozcan is also listed as a Highly Cited R
 esearcher by Web of Science\, Clarivate.\n\nRegistration appreciated\nMore
  info here
LOCATION:BM 5202 https://plan.epfl.ch/?room==BM%205202
STATUS:CONFIRMED
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