Computationenabled Lensless Imaging Deepbrain Microscopy

• doi: 10.1364/CLEO_AT.2019.AM2I.5
• title: Computation-Enabled Lensless Imaging & Deep-Brain Microscopy
• publisher: IEEE
• isbn: 978-1-7281-3718-6
• issn: 2160-8989
• rank: 1988
• access_type: LOCKED
• content_type: Conferences
• abstract: We show imaging using only a CMOS image sensor, and fluorescence microscopy inside the mouse brain using a surgical needle and an image sensor, both enabled by computation including machine learning. © 2019 The Author(s)
• article_number: 8750461
• pdf_url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8750461
• html_url: https://ieeexplore.ieee.org/document/8750461/
• abstract_url: https://ieeexplore.ieee.org/document/8750461/
• publication_title: 2019 Conference on Lasers and Electro-Optics (CLEO)
• conference_location: San Jose, CA, USA
• conference_dates: 5-10 May 2019
• publication_number: 8737694
• is_number: 8748931
• publication_year: 2019
• publication_date: 5-10 May 2019
• start_page: 1
• end_page: 2
• citing_paper_count: 0
• citing_patent_count: 0
• download_count: 79
• insert_date: 20190701
• index_terms:
  • ieee_terms:
    • Image reconstruction
    • Microscopy
    • Image sensors
    • Mice
    • Urban areas
    • Cameras
  • dynamic_index_terms:
    • Intubation
    • Extubation
    • Cannula
    • Cannulation
    • Endotracheal Intubation
    • Learning Algorithms
    • Machine Learning Algorithms
    • Convolutional Neural Network
    • Image Classification
    • Inverse Problem
    • Forward Problem
    • Image Sensor
    • Camera Sensor
    • MNIST Dataset
    • MNIST Data Set
• isbn_formats:
  • format: Print on Demand(PoD) ISBN, value: 978-1-7281-3718-6, isbnType: New-2005
  • format: Electronic ISBN, value: 978-1-943580-57-6, isbnType: New-2005
• authors:
  • Author Name: Brian Rodriguez
    Affiliation: Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37086870708
    ID: 37086870708
    Order: 1
    Author Affiliations:
    • Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
  • Author Name: Zhimeng Pan
    Affiliation: Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37086872250
    ID: 37086872250
    Order: 2
    Author Affiliations:
    • Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
  • Author Name: Ruipeng Guo
    Affiliation: Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37086874986
    ID: 37086874986
    Order: 3
    Author Affiliations:
    • Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
  • Author Name: Naveen Nagarajan
    Affiliation: Dept. of Human Genetics, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37085425326
    ID: 37085425326
    Order: 4
    Author Affiliations:
    • Dept. of Human Genetics, University of Utah, Salt Lake City, UT, USA
  • Author Name: Mario R. Capecchi
    Affiliation: Howard Hughes Medical Institute, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37085406428
    ID: 37085406428
    Order: 5
    Author Affiliations:
    • Howard Hughes Medical Institute, University of Utah, Salt Lake City, UT, USA
  • Author Name: Kyle Jenks
    Affiliation: Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37086871565
    ID: 37086871565
    Order: 6
    Author Affiliations:
    • Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
  • Author Name: Jason Sheperd
    Affiliation: Dept. of Neurobiology & Anatomy, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37086869581
    ID: 37086869581
    Order: 7
    Author Affiliations:
    • Dept. of Neurobiology & Anatomy, University of Utah, Salt Lake City, UT, USA
  • Author Name: Rajesh Menon
    Affiliation: Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA
    Author URL: https://ieeexplore.ieee.org/author/37304741700
    ID: 37304741700
    Order: 8
    Author Affiliations:
    • Dept. of Electrical & Computer Engineering, University of Utah, Salt Lake City, UT, USA

Image Sensor

• sensor_type: CMOS
• resolution: Not specified
• dynamic_range: Not specified
• pixel_size: Not specified
• dark_current: Not specified

Optical Data

• focal_length: Not applicable
• aperture: Not applicable
• field_of_view: Not applicable
• distortion: Not applicable

Performance Metrics

Applications & Benefits

• cell_imaging: Used for imaging genetically modified cells emitting fluorescence in mice brains, enabling minimally invasive techniques with high-resolution outcomes.
• benefits: Utility in imaging applications, particularly in deep-brain microscopy and lensless systems.

Supporting Organizations

• supported_by: University of Utah

Manuscript Details

• publication_date: 5-10 May 2019

Relevancy Score

• score: 9
• missing_fields:
  • resolution
  • dynamic_range
  • pixel_size
  • dark_current
  • frame_rate
  • signal_to_noise_ratio
  • sensitivity
  • shutter_speed
  • power_consumption
  • noise

Processed JSON Filename

request_e4f4f3f0-a3c1-4fc3-894d-4ec9966e68bc-computationenabled_lensless_imaging__deepbrain_microscopy.json