About
Articles by Art
Activity
2K followers
Experience & Education
Publications
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Improving Convolutional Neural Networks at the Edge
Electronic Design
See publicationHow advances in perception software and new vision processors enable powerful edge AI solution for a growing number of applications.
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Inside AI - Inside Unmanned Systems
Inside Unmanned Systems
See publicationOverview of AI at the edge and the challenges with creating the necessary datasets for network training
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HOW RECENT ADVANCEMENTS IN INFRARED IMAGING AND AI ARE IMPROVING UNMANNED MISSIONS
AUVSI
See publicationOverview of the convergence of infrared imaging, convolutional neural networks and low power vision system processors into powerful perception systems
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Overcoming the challenges of bringing AI to the edge
Laser Focus World/
See publicationIn depth overview of developing object detectors and integration of powerful run time AI software on today's latest vision processors.
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The development of synthetic thermal image generation tools and training data at FLIR
SPIE
See publicationThe importance of training data in the development of highly accurate target classifiers/detectors is critical as the industry transitions from proof of concept to the deployment of intelligent sensors into autonomous driving systems in the commercial transportation market and automatic target recognition into military systems. We describe the development of synthetic thermal image generation software, its application in network training and target classifier performance results.
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Datasets accelerate integration of thermal imaging systems into autonomous vehicles
Laser Focus World
See publicationThermal sensor datasets empower the automotive community to create safer and more efficient ADAS and driverless-vehicle systems in conditions of darkness and through fog and sun glare.
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Educating UGVs - Implementing AI Advances In Thermal Imaging Training Data Sets
Aerospace and Defense Technology
See publicationArticle details convolutional neural network (CNN) deep learning techniques in autonomous ground vehicles and the importance of training data sets
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Seeing Through Fog
Autonomous Vehicle Engineering
See publicationDelivering high image quality to the brains of autonomous vehicles in low light and under poor driving conditions is a major challenge for ADAS developers. Fog, rain and snow are a big challenge for optical sensors, particularly active systems, and engineers need to understand the interaction of light energy across the visible and infrared spectrum with water vapor.
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Infrared lasers light wide swaths for surveillance
Laser Focus World
See publicationArticle describes optical design of a 20 watt near infrared (810nm) laser diode based illuminator for commercial security applications. Unique and patented optical technique originally designed for automotive night vision enabled high power while achieving Class 1 eye safety.
Patents
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Infant Monitoring Systems and Methods Using Thermal Imaging
Issued US US9843743
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Systems and Methods for Monitoring Vehicle Occupants
Filed US US15/375069
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Systems and Methods for Behavioral Based Alarms
Filed US US62/287336
Languages
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English
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Organizations
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SPIE
Member
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