Search
Menu
Hamamatsu Corp. - Earth Innovations LB 2/24

Adversarial Learning Techniques Test Image Detection Systems

Facebook X LinkedIn Email
Engineers at Southwest Research Institute (SwRI) are finding and documenting vulnerabilities in machine learning algorithms that can make objects “invisible” to image detection systems that use deep learning. Many of today’s vehicles use object detection systems to help avoid collisions. SwRI engineers developed unique patterns that can trick these systems into seeing something else, seeing the objects in another location, or not seeing the objects at all. In this photo, the object detection system sees a person rather than a vehicle. Courtesy of Southwest Research...Read full article

Related content from Photonics Media



    Articles


    Products


    Photonics Handbook Articles


    White Papers


    Webinars


    Photonics Dictionary Terms


    Media


    Photonics Buyers' Guide Categories


    Companies
    Published: April 2019
    Glossary
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    deep learning
    Deep learning is a subset of machine learning that involves the use of artificial neural networks to model and solve complex problems. The term "deep" in deep learning refers to the use of deep neural networks, which are neural networks with multiple layers (deep architectures). These networks, often called deep neural networks or deep neural architectures, have the ability to automatically learn hierarchical representations of data. Key concepts and components of deep learning include: ...
    Research & TechnologyAmericasSouthwest Research InstituteImagingOpticsSensors & Detectorsmachine visiondeep learningcamerasautomotiveindustrialtransportationConsumeradversarial learningobject detection systemsimage detection systemsThe News Wire

    We use cookies to improve user experience and analyze our website traffic as stated in our Privacy Policy. By using this website, you agree to the use of cookies unless you have disabled them.