Voices of the Industry

White-and-red SCANIMUS research-use-only scanning-microscopy device positioned on a sunlit coastal rock, with a sandy beach, ocean, cliffs, and blue sky behind it.

Designing the Blur Budget: Continuous-motion as an Imaging System Lever

A more daring imaging architecture can trade stage motion, exposure, photons, and computation—but only inside a precise, validated operating envelope.

Sept. 2, 2026

Image sensors

Meet VSD’s Editorial Advisory Board: Spotlight on Daniel Lau, Ph.D., IEEE Fellow and Pioneer in Machine Vision Innovation

Aug. 19, 2026

In this example, a GMM-based model is used for simple fruit classification. The selected features are object circularity and area, though additional features such as color could be added to improve robustness. The key point is that the classifier can be trained and tuned with relatively little manual effort, making it a practical option for straightforward sorting or inspection tasks. (Images and test algorithms copyright MVTec.)

NextGen

Practical Machine Vision: Leveraging Machine Learning Tools

Aug. 19, 2026

Voices of the Industry

Designing the Blur Budget: Continuous-motion as an Imaging System Lever

Meet VSD’s Editorial Advisory Board: Spotlight on Daniel Lau, Ph.D., IEEE Fellow and Pioneer in Machine Vision Innovation

Practical Machine Vision: Leveraging Machine Learning Tools

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