Search Results for author: Grace Kuo

Found 6 papers, 2 papers with code

Stochastic Light Field Holography

no code implementations12 Jul 2023 Florian Schiffers, PRANEETH CHAKRAVARTHULA, Nathan Matsuda, Grace Kuo, Ethan Tseng, Douglas Lanman, Felix Heide, Oliver Cossairt

The Visual Turing Test is the ultimate goal to evaluate the realism of holographic displays.

Untrained networks for compressive lensless photography

1 code implementation13 Mar 2021 Kristina Monakhova, Vi Tran, Grace Kuo, Laura Waller

We demonstrate our untrained approach on lensless compressive 2D imaging as well as single-shot high-speed video recovery using the camera's rolling shutter, and single-shot hyperspectral imaging.

Compressive Sensing

Unrolled, model-based networks for lensless imaging

no code implementations NeurIPS Workshop Deep_Invers 2019 Kristina Monakhova, Joshua Yurtsever, Grace Kuo, Nick Antipa, Kyrollos Yanny, Laura Waller

Various reconstruction methods are explored, on a scale from classic iterative approaches (based on the physical imaging model) to deep learned methods with many learned parameters.

Learned reconstructions for practical mask-based lensless imaging

no code implementations30 Aug 2019 Kristina Monakhova, Joshua Yurtsever, Grace Kuo, Nick Antipa, Kyrollos Yanny, Laura Waller

In this work, we address these limitations using a bounded-compute, trainable neural network to reconstruct the image.

Rolling Shutter Correction

DiffuserCam: Lensless Single-exposure 3D Imaging

no code implementations5 Oct 2017 Nick Antipa, Grace Kuo, Reinhard Heckel, Ben Mildenhall, Emrah Bostan, Ren Ng, Laura Waller

We demonstrate a compact and easy-to-build computational camera for single-shot 3D imaging.

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