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  • Volume 24, Issue 8

    • Volume 24, Issue 8

    Figure 1: With a 12 MPixel CMOS image sensor, the In-Sight 9912 camera targets applications requiring the detection of smaller features in images, imaging large parts, or both.
    Cameras and Accessories

    Smart cameras evolve to meet expanding machine vision needs

    James Carroll
    Oct. 1, 2019
    Larger image sensors and embedded processing capabilities open new possibilities in imaging.
    Sua Kit Ui
    Imaging Boards and Software

    Deep learning software enhances PCB inspection system

    James Carroll
    Oct. 1, 2019
    SuaKIT’s algorithm is taught with approximately 100 images of normal and defective products, establishing a neural network in about 15 minutes’ time.
    James Carroll
    Blogs

    What makes a smart camera “smart?”

    James Carroll
    Sept. 10, 2019
    Our September 2019 product focus article highlights some of the latest advancements and available products in the world of smart cameras.
    Fourier Transform Analysis Ra Detection
    Cameras and Accessories

    Fourier-transform analysis helps optical method improve RA detection

    Sept. 10, 2019
    The rapid, noninvasive technique could enable diagnosis within the three-month window of symptom onset.
    GPUs, VPUs, and FPGAs each offer various advantages and trade-offs concerning size, computing power, cost, and ecosystem.
    Imaging Boards and Software

    Finding the optimal hardware for deep learning inference in machine vision

    Sept. 10, 2019
    By Mike FussellWhen deploying deep learning techniques in machine vision applications, hardware is required for inference. Choices include graphics processing units (GPU), field...

    More content from Volume 24, Issue 8

    Epson Intelliflex Parts Feeding System
    Factory Automation

    Intelligent feeding system combines robot, vision, and flexible feeder into one software environment

    James Carroll
    Sept. 10, 2019
    Integrating three separate technologies is a serious challenge for vision system integrators.
    Figure 1: In the OPC Machine Vision specification, image processing systems are described at the semantic level as an information model, as well as a state machine, in terms of its involvement with surrounding machines.
    Imaging Boards and Software

    OPC Machine Vision part one officially adopted

    Sept. 10, 2019
    OPC UA Companion Specification for Machine Vision aims to accelerate integration of imaging systems into surrounding components, machines, systems, and software.
    Figure 1: In-line illumination is ideal for the inspection of semiconductor wafers and other specular or semi-specular objects.
    Cameras and Accessories

    Understanding unique machine vision illumination methods

    Sept. 10, 2019
    In-line, telecentric, and diffuse axial lighting techniques each offer distinct advantages for disparate applications.
    Figure 1: Olay’s Skin Advisor software uses computer vision and deep learning techniques to generate skin quality scores across several facial regions.
    Imaging Boards and Software

    Computer vision helps smartphone app provide personalized skin care routine

    Sept. 10, 2019
    Image processing algorithms analyze images for personalized recommendations.
    Steel Paint Thickness System Sample
    Factory Automation

    Machine vision system measures paint coating thickness on steel products

    James Carroll
    Sept. 10, 2019
    Microscope-based vision system features custom imaging software for ensuring proper coating thickness for major steel companies.