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ECE PhD Defense: "Structured Illumination for In-vivo Imaging," Zachary R. Hoffman

23
Mar

226 RI

March 23, 2018 3:30 pm
March 23, 2018 3:30 pm

Abstract:

Structured illumination microscopy (SIM) is a method of non-invasively extracting depth information about a specimen. By using modulated light focused at a discrete depth, it is able optically section a single plane of focus, even in the presence of scattered light from other, out-of-focus planes.  However, in order for images to be accurately extracted, the modulation pattern must be positioned into three discrete phases, whose alignment is critical to artifact-free reconstruction. Due to this constraint, SIM does not work well at depth, within optically turbid media, such as human skin. Our research considers two new methods of applying and processing SIM.  Random modulation patterns are considered which do not rely on discrete phase differences and are therefore much more robust at depth.  In parallel, a complimentary super-resolution method is applied to extract both depth information, as well as enhanced resolution that exceeds the diffraction limit of the system.  Secondly, a new single image processing scheme, based on the Hilbert transform is developed to process traditional discrete frequency, modulation patterns. This method mitigates the need for phase alignment greatly increasing the depth of the sectioning, as well as allowing for real-time processing. Further, we produce these images using an LED source in reflectance, obviating the need for fluorescent markers, which we are able to demonstrate by producing in-vivo images on a human subject. This research extends the depth of SIM to ~100um within a tissue sample bringing it much closer to other clinical tools, such as Confocal, at a fraction of the cost.

  • Professor Charles DiMarzio (Advisor)
  • Professor Dana Brooks
  • Professor Guoan Zheng