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IDEMIA Licenses ORNL Imaging Technology to ID Subjects in Moving Vehicles

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IDEMIA Identity & Security USA has licensed an optical array for identifying individuals in challenging outdoor conditions from the U.S. Department of Energy’s Oak Ridge National Laboratory (ORNL). The system captures high-quality images of subjects inside moving vehicles using an array of camera lenses that are sensitive to light intensity and direction.

IDEMIA Identity & Security licenses imaging system for identity verification from ORNL.
Scientists demonstrated an early prototype of the optical array developed by Oak Ridge National Laboratory. Courtesy of Butch Newton/Oak Ridge National Laboratory, U.S. Department of Energy.

The invention overcomes effects such as low contrast, distance, and glare typical when photographing subjects through windshields. Project lead and co-inventor Hector Santos-Villalobos said that the new system takes advantage of light field imaging techniques and a computational neural network to address challenges in identity verification such as motion blur, poor lighting conditions, head pose, and surface reflection.

IDEMIA Identity & Security licenses imaging system for identity verification from ORNL.

ORNL scientists took photographs through the windshields of moving vehicles and used machine learning to correct for problem features, shown from left to right, and produce a reconstructed, clear composite image. Courtesy of Oak Ridge National Laboratory, U.S. Department of Energy.

The technology could be used for long-range identity verification, as well as in vehicle recognition, vehicle navigation systems, and traffic monitoring systems. As applied by IDEMIA, it has the potential to expedite vehicles at critical checkpoints. “Creating a more frictionless process of monitoring vehicles as they pass through checkpoints while ensuring safety is a commitment that IDEMIA asserts is a priority,” said Donnie Scott, senior vice president, public security for North America at IDEMIA.
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Published: August 2019
Glossary
machine learning
Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience or training. Instead of being explicitly programmed to perform a task, a machine learning system learns from data and examples. The primary goal of machine learning is to develop models that can generalize patterns from data and make predictions or decisions without being...
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...
Research & TechnologyAmericasOak Ridge National LaboratoryIDEMIA Identity & SecurityImagingLight SourcesOpticsSensors & Detectorscamerasmachine learningneural networksidentity verificationvehicle navigationtraffic monitoringsmart cameraslensesautomotivesecuritymachine visionThe News Wire

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