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    Fourier Optics used for Optical Pattern Recognition

    Huygens Optics

    5 HN recommenders · recommended in 7 months, 2021–2025

    YouTube

    18:31 · 103K views · Jul 25, 2020

    Huygens Optics explains the Fourier transform and shows how a lens performs one optically. A DLP projector is used as a Fourier filter to do simple pattern recognition on lithographic character patterns.

    Recommended as one of the best explanations of Fourier transforms and a clear demo of analog optical computing.

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    9 comments from Hacker News

    1. @jstriebSep 2021· in “Moiré No More”

      I was introduced to this idea in a really cool video about using Fourier Optics for optical pattern recognition.[0] The video happens to have one of the best explanations of Fourier transforms I've yet encountered. [0] this video

      Strongly recommendsView on HN
    2. @jstriebAug 2022· in “AI-designed camera only records objects of interest while being blind to others”

      Reminds me of this really cool video about using Fourier Optics for optical pattern recognition.[1] The video happens to have one of the best explanations of Fourier transforms I've yet encountered. 1: this video

      Strongly recommendsView on HN
    3. @orlpJun 2022· in “Photonic Chip Performs Image Recognition at the Speed of Light”

      For a somewhat related topic (analog image recognition), for those interested, I can highly recommend this video: this video

      Strongly recommendsView on HN
    4. @CamperBob2May 2024· in “AI Needs Enormous Computing Power. Could Light-Based Chips Help?”

      You could think of a lens as a "Fourier transformer," not in the LLM sense directly but in the sense of something that executes a Fourier transform. See the excellent videos by Huygens Optics including this one: this video entitled "Fourier optics used for optical pattern recognition." Having established that, well, it's not hard to imagine that something that's good at running Fourier transforms is probably good for other situations where you need to run a lot of dot products in parallel. That, in turn, should sound like an awfully familiar problem...

      RecommendsView on HN
    5. @ulnarkresstyJun 2022· in “Physicists are building neural networks out of vibrations, voltages and lasers”

      An even better one - holding an image at the focal point of a lens produces its Fourier transform at the focal point on the other side of the lens[0]. It is used for "analog" pattern matching[1]. There is an interesting video explaining this on the Huygen Optics Youtube channel[2]. [0] - [LINK] [1] - [LINK] [2] - this video

      RecommendsView on HN