Deep learning optimization for small object classification in lensfree holographic microscopy
Colin J. Potter,
Shriniketh Sreevatsan,
Euan McLeod
Abstract:Lensfree holographic microscopy is a compact and cost-effective modality for imaging large fields of view with high resolution. When combined with automated image processing, it can be used for biomolecular sensing where biochemically functionalized micro- and nano-beads are used to label biomolecules of interest. Neural networks for image feature classification provide faster and more robust sensing results than traditional image processing approaches. While neural networks have been widely applied to other t… Show more
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