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the last word

Photography meets digital computer technology. Photography wins -- most of the time.

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Pixel Response Non-Uniformity: Fixed Pattern Noise in the Light

May 12, 2025 JimK Leave a Comment

In the previous post, I looked at photon shot noise, a fundamental noise source arising from the quantum nature of light. Today I’ll examine a different kind of noise: one that’s not random from frame to frame, but rather baked into the sensor itself: Pixel Response Non-Uniformity, or PRNU. PRNU refers to pixel-to-pixel variation in… [Read More]

The Last Word

Photon Noise and the Role of Quantum Efficiency

May 12, 2025 JimK Leave a Comment

One of the most fundamental sources of noise in digital imaging sensors is photon shot noise, arising from the discrete and probabilistic nature of light. Even under perfectly stable illumination, the number of photons arriving at a sensor site over a fixed integration time fluctuates due to quantum randomness. This phenomenon obeys Poisson statistics. In… [Read More]

The Last Word

Sources of read noise in CMOS sensors

May 11, 2025 JimK Leave a Comment

In another context, I’ve been asked about the sources of noise in CMOS image sensors. There are several kinds of noise involved: read noise, photon or shot noise, and pixel response nonuniformity (PRNU). This post attempts to give a non-quantitative listing of the sources of read noise. In CMOS image sensors, read noise refers to… [Read More]

The Last Word

Simulating Long Exposures in Photoshop Using Short Exposure Stacks

May 10, 2025 JimK Leave a Comment

Long exposures can produce beautifully smoothed water, streaked clouds, and motion blur that adds atmosphere and drama. But shooting long exposures in-camera isn’t always ideal: ND filters may introduce color casts, hot pixels can accumulate, and a gust of wind can ruin a single frame. A practical alternative is to simulate a long exposure by… [Read More]

The Last Word

Using Lightroom Shadow Calibration Locally with Photoshop Layer Masks

May 9, 2025 JimK Leave a Comment

Lightroom’s Calibration > Shadows > Tint slider is a powerful—but global—tool. It can help correct black point color casts or apply subtle shadow toning, but what if you want to apply different calibration settings to different parts of the image? One reason to want to do this is that the Lr shadows tint tool affects… [Read More]

The Last Word

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Articles

  • About
    • Patents and papers about color
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  • How to…
    • Backing up photographic images
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  • Lens screening testing
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    • Examples
      • Bad and OK 200-600 at 600
      • Excellent 180-400 zoom
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      • Good 100-200 mm MF zoom
      • Good 100-400 zoom
      • Good 100mm lens on P1 P45+
      • Good 120mm MF lens
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      • Good 24-70 FF zoom
      • Good 35 mm FF lens
      • Good 35-70 MF lens
      • Good 60 mm lens on IQ3-100
      • Good 63 mm MF lens
      • Good 65 mm FF lens
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      • Good and bad 25mm FF lenses
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      • Marginal 18mm lens
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      • Mildly problematic 55 mm FF lens
      • OK 16-35mm zoom
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      • Tilted 20 mm f/1.8 FF lens
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    • Found a problem – now what?
    • Goals for this test
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    • Theory of the test
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  • Using in-camera histograms for ETTR
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    • Shortcuts to UniWB
    • Preparing for monitor-based UniWB
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