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    ‘Lensless’ Imaging through Advanced Machine Learning for Next Generation Image Sensing Solutions

    April 29, 2022, Categories  Physics, Technology/Electronics

    The targets are the images displayed on an LCD screen (left two columns) and the objects in the wild (right two columns; beckoning cat doll and stuffed bear), respectively. The first row shows the ground truth images displayed on the screen and the shooting scenes for in-the-wild objects. The second row shows the captured patterns on the sensor. The last three rows illustrate the reconstructed images by the proposed, model-based, and CNN-based methods, respectively. The proposed method produces the most high-quality and visually appealing images. Credit: Xiuxi Pan from Tokyo Tech

    A camera usually requires a lens system to capture a focused image, and the lensed camera has been the dominant imaging solution for centuries...

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