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Imaging is the transfer of information from the object to the sensor. This transfer is typically mediated by a lens. However, this is not the only option. In this presentation, we will describe alternatives that can enable unusual imaging systems with concomitant advantages including a needle microscope, hyperspectral cameras and optics-less cameras. These imaging systems produce data that are not easily interpretable by humans, but nevertheless could be valuable for inferencing. We will explore the co-optimization of algorithms with hardware to enable previously impossible imaging tasks.
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