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    Di Wang et al, Texas A&M University
    Figure 1: Researchers from Texas A&M University created a robotic weeding system using heat from a flamethrower. The system incudes one RGB-D camera and two thermal cameras.
    Courtesy of Aris BV
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    Photo/TNC Nathaniel Rindlaub
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    Courtesy of Bloomfield Robotics
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    Highlights

    Courtesy of John Deere
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    Environment and Agriculture

    John Deere Uses Machine Vision and Machine Learning to Automate Agriculture

    Linda Wilson
    May 5, 2023
    The company envisions incorporating the technologies into equipment it sells in other industries.
    Courtesy of IDS
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    Environment and Agriculture

    Machine Vision System Detects Forest Fires Early, Aiding Efforts to Extinguish Them

    Linda Wilson
    Jan. 31, 2023
    Based on machine vision and deep learning, automated system detects fires in forested areas throughout France.
    Mushroom testing lab at Meiho University. (Images courtesy of Meiho University.)
    Cameras and Accessories

    GigE Camera Supports AgTech Study of Mushroom Cultivation in Greenhouses

    Jan. 4, 2023
    Recently, computer vision has been applied to agricultural technology (AgTech), most notably, deep-learning neural networks that can recognize individual images among multiple...
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    Cameras and Accessories

    High-Speed Camera Used in Developing Landslide Prevention System

    Dec. 22, 2022
    Researchers at the Hong Kong University of Science and Technology1 have conducted full-scale pendulum impact tests on new baffle designs.
    Courtesy of BloomOptix
    The city's goal is to spot HABs early, so they are easier to eradicate using methods that are more environmentally friendly than chemicals.
    Environment and Agriculture

    Syracuse Uses Uncrewed Aircraft and Vision System to Monitor Harmful Algae

    Linda Wilson
    Aug. 3, 2022
    The city is experimenting with uncrewed aircraft and multispectral imaging combined with photogrammetry and AI to spot harmful algae blooms in a freshwater lake.
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    Non-Factory

    SPIE Defense + Commercial Sensing 2019: Imaging for safety and security

    March 27, 2019
    The 2019 SPIE Defense + Commercial Sensing conference, held in Baltimore, Maryland from April 14 through April 2019 at the Baltimore Convention Center, is expected to draw over...
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    Hyperspectral camera set to monitor climate change from space

    James Carroll
    Feb. 21, 2019
    Seeking an alternative method to capture hyperspectral images from space, Finnish space technology startup company Reaktor Space Lab worked with VTT Technical Research Centre ...
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    Handheld hyperspectral imaging camera measures crop health

    Feb. 21, 2019
    Seeking an alternative method to capture hyperspectral images from space, Finnish space technology startup company Reaktor Space Lab worked with VTT Technical Research Centre ...
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    Non-Factory

    10 ways machine vision and imaging technology is used beyond the factory floor

    James Carroll
    Feb. 19, 2019
    This image gallery outlines 10 recent examples of machine vision and imaging technology used beyond the factory floor, ranging from a 3D vision-guided robot used to pick peppers...