NextGen

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

NextGen

Focus On Vision: Groundbreaking Developments Underwater and in Industry | August 26, 2026

Aug. 26, 2026

Traditional checkerboard grids are used for vision sensor calibration and mapping. (Image courtesy Calib.io)

Image sensors

Beyond Model Accuracy: The Critical Role of Sensor Calibration in Physical AI Vision Systems

Aug. 21, 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

security and surveillance ZenaDrone system

Security, Surveillance, Transportation

Smart Surveillance: The Impact of AI-Enabled Drones on Public Safety and Critical Infrastructure

Aug. 13, 2026

Factory Automation

Focus On Vision: MV for Digital Twins, 3D Stereo Camera, AI Sensor Growth | August 12, 2026

Aug. 12, 2026

Cameras and Accessories

Smart Thermal Imaging for Risk Management

Aug. 5, 2026

Edge processing platforms like Red Pitaya reduce latency and data bottlenecks in high-speed optical systems.

NextGen

Edge Processing in Optical Test Systems: Reducing Data Bottlenecks in High-Speed Measurements

July 28, 2026

NextGen

Ninth Annual AI Infra Summit

July 27, 2026

NextGen

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

Focus On Vision: Groundbreaking Developments Underwater and in Industry | August 26, 2026

Beyond Model Accuracy: The Critical Role of Sensor Calibration in Physical AI Vision Systems

Practical Machine Vision: Leveraging Machine Learning Tools

Smart Surveillance: The Impact of AI-Enabled Drones on Public Safety and Critical Infrastructure

Focus On Vision: MV for Digital Twins, 3D Stereo Camera, AI Sensor Growth | August 12, 2026

Smart Thermal Imaging for Risk Management

Edge Processing in Optical Test Systems: Reducing Data Bottlenecks in High-Speed Measurements

Ninth Annual AI Infra Summit

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