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awesome-deep-optics

A paper list for deep optics design.
https://github.com/singer-yang/awesome-deep-optics

Last synced: 3 days ago
JSON representation

  • Imaging models

  • Knowledge Base

  • Papers

    • 1. Wave propagation model

      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - to-end_snapshot_compressed_super-resolution_imaging_with_deep_optics_-_5748413_pdf/19361507)
      • paper - in-the-Loop_methodology_for_Achromatic_Extended-Depth-of-Field_Imaging_-_5996056_pdf/20465721)
      • paper - Lab/SpectralDiffuserCam)
      • paper - Variant-System)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)

    • 2. Ray tracing model

    • 3. Network Representation

  • End-to-end optical design

    • 1. Wave propagation model

      • paper
      • paper - 9PnlkxnMs)
      • paper
      • paper - optics-hdr/), [code](https://github.com/computational-imaging/DeepOpticsHDR)
      • paper - supp.pdf), [project](https://vccimaging.org/Publications/Sun2019SingleShotSPAD/)
      • paper - content/uploads/2021/04/DeepDfD_supp_ICCP2021.pdf), [project](https://www.computationalimaging.org/publications/deepopticsdfd/), [code](https://github.com/computational-imaging/DepthFromDefocusWithLearnedOptics)
      • paper - through-obstructions/), [code](https://github.com/princeton-computational-imaging/SeeThroughObstructions)
      • paper - optics-depth/)
      • paper - supp.pdf), [project, slides, video](https://carloshinojosa.me/project/privacy-hpe/), [code](https://github.com/carlosh93/privacy-optics-hpe)
      • paper - tof/), [code](https://github.com/princeton-computational-imaging/MaskToF)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - Spectrum_Computational_Imaging_-_4680630_pdf/12588728), [project, video](https://www.computationalimaging.org/publications/learned-rotationally-symmetric-diffractive-achromat/)
      • paper - content/uploads/2021/11/NeuralNanoOptics_Supp.pdf), [project](https://light.princeton.edu/publication/neural-nano-optics/), [project](https://light.princeton.edu/publication/neural-nano-optics/), [code](https://github.com/Ethan-Tseng/Neural_Nano-Optics)
      • paper - Aware_Deep_Optics_CVPR_2022_supplemental.pdf), [code](https://github.com/lg-li/QuantizationAwareDeepOptics)
      • paper - content/uploads/2023/11/Nano_Array_Cameras_Supp_Info.pdf), [project](https://light.princeton.edu/publication/thin-on-sensor-nanophotonic-array-cameras/), [code](https://github.com/princeton-computational-imaging/thin-nanocam)
      • paper - gULAuWWXYLUyucxIz-Zy/view), [project](https://yichengwu.github.io/PhaseCam3D/), [code](https://github.com/YichengWu/PhaseCam3D)
      • paper
      • paper - to-end-optimization-of-optics-and-image-processing-for-achromatic-extended-depth-of-field-and-super-resolution-imaging/), [code](https://github.com/vsitzmann/deepoptics)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)
      • paper - content.springer.com/esm/art%3A10.1038%2Fsrep33543/MediaObjects/41598_2016_BFsrep33543_MOESM1_ESM.pdf)

    • 2. Ray tracing model

    • 3. Network Representation

      • paper
      • paper
      • paper - yang.github.io/papers/AberAwareDfF_supp.pdf), [project](https://vccimaging.org/Publications/Yang2023AATDfF), [code](https://github.com/singer-yang/Aberration-Aware-Depth-from-Focus)

  • Licenses

Categories
End-to-end optical design 94 Papers 56 Imaging models 6 Licenses 2 Knowledge Base 1
Sub Categories
1. Wave propagation model 75 2. Ray tracing model 70 3. Network Representation 7