Category Archives: machine learning

AI is Unlocking the Potential of Lidar Point Clouds

When it comes to big data, LIDAR is right up there with the biggest generators. But outside of a few niche use cases, LIDAR–which uses lasers to build a three-dimensional model of physical objects–has not been widely adopted. Now, a … Continue reading

Posted in 3D Modeling, AI, airborne LiDAR, artifical perception, artificial intelligence, Business Development, computer vision, Data, Deep Learning, Laser Scanning, Lidar, machine learning, Mapping, Marketing, point clouds, Research, Software, Visualization | Tagged , , , | Leave a comment

AEC to BE – Do You Have the Skills to Make the Transition?

I suppose the mega-trend that sums up all of what is taking place concerning the transition from AEC to BE is digital transformation, but it sure feels like a lot more. Maybe the idea of Smart Cities sums it up … Continue reading

Posted in 3D Modeling, 3D Printing, AI, artifical perception, artificial intelligence, Augmented reality, Autonomous vehicles, BIM, computer vision, Construction, Digital Transformation, Environmental, Infrastructure, intelligent cities, Internet of Things, machine learning, Mapping, satellites, smart cities, Technology, UAS, UAVs | Tagged , , , , | Leave a comment

Cleaning of 3D Laser Scans with Machine Learning

In this article, we introduce a semi-automated cleaning of 3D laser scans approach that incrementally trains a random forest (RF) classifier on an initial keep/discard point labeling generated by the user when cleaning the first scan(s). The classifier is then … Continue reading

Posted in 3D Modeling, AI, artificial intelligence, Cloud, computer vision, cultural heritage, Data, Historic Preservation, Laser Scanning, Lidar, machine learning, point clouds, Research, Software | Tagged , , , | Leave a comment

Rapid Archaeology Supported by Airborne Lidar

Archaeologists in Scotland, using what some are referring to as rapid archaeology have concluded a cutting-edge project which has revealed around 1,000 previously unknown sites on the Isle of Arran. From an article in Ancient Origins by Ashely Cowie. There … Continue reading

Posted in 3D Modeling, Agriculture, AI, airborne LiDAR, archaeology, artifical perception, artificial intelligence, cultural heritage, Deep Learning, Government, Historic Preservation, Lidar, machine learning, Mapping, Photogrammetry, remote sensing, Research | Tagged , , , , , , , | Leave a comment

Sensoris is an Important Step in the Right Direction

Imagine an industry-derived and supported standard for communicating between an autonomous vehicle and the cloud. Wouldn’t  that solve a lot of problems and save a lot of time (equals money)? That is what SENSORIS –SENSOR Interface Specification is all about. … Continue reading

Posted in 3D Modeling, AI, artifical perception, artificial intelligence, Augmented reality, Autonomous vehicles, Business Development, Cloud, computer vision, Consumer, Data, machine learning, Mapping, Mobile LiDAR, Open Source, Orgs, point clouds, Research, Sensors, Software, Standards | Tagged , | Leave a comment

Depth Camera May Outperform Autonomous Vehicle Lidar

In 2013, Rajiv Laroia and Dave Grannan started Light, a company that aimed to disrupt the tiny camera market. The ultimate goal was to provide designs, circuitry, and software to mobile device manufacturers so that smartphones could capture images at … Continue reading

Posted in 3D Modeling, AI, artificial intelligence, Autonomous vehicles, computer vision, driverless vehicles, Government, Lidar, machine learning, Mapping, Research, Safety, Sensors, Technology, Visualization, Young Geospatial Professional | Tagged , , | Leave a comment

Fully Autonomous Highway Driving in 2022

Volvo is partnering with tech firm Luminar to provide their industry-leading LiDAR and perception technology for Volvo’s next-generation cars.The partnership will deliver Volvo’s first fully autonomous driving technology for highways and paves the way for future active-safety developments. From an … Continue reading

Posted in 3D Modeling, AI, artifical perception, artificial intelligence, Autonomous vehicles, Business Development, computer vision, Data, driverless vehicles, Government, Hardware, Laser Scanning, Lidar, machine learning, point clouds, Research, Sensors, The Industry, Young Geospatial Professional | Tagged , , , , , , | Leave a comment

Deep Teaching Takes Humans Out of AV Training

How do you beat Tesla, Google, Uber and the entire multi-trillion dollar automotive industry with massive brands like Toyota, General Motors, and Volkswagen to a full self-driving car? Just maybe, by finding a way to train your AI systems that … Continue reading

Posted in 3D Modeling, AI, artifical perception, artificial intelligence, Autonomous vehicles, Business Development, computer vision, Consumer, Data, Deep Learning, driverless vehicles, Government, Lidar, machine learning, Research, Software, Visualization | Tagged , , , , , , | Leave a comment

Fast Laser Scanner Can Also Measure Surface Moisture

Critical infrastructure such as transport networks are the lifelines of modern society. Extreme weather events may cause damage to railway tracks, roads, tunnels and bridges. The Fraunhofer Institute for Physical Measurement Techniques (IPM) has developed a fast laser scanner that … Continue reading

Posted in 3D Modeling, AI, artificial intelligence, Business Development, Data, Hardware, Infrastructure, Inspection, Laser Scanning, Lidar, machine learning, Mapping, Mobile LiDAR, point clouds, remote sensing, Research, Safety, Sensors, Surveying, Technology | Tagged , , , , | Leave a comment

Apple Awarded Patent for Remote Sensing

Patently Apple’s “Project Titan” archive holds dozens of Apple patents regarding future Apple vehicles from semi-autonomous to fully autonomous and electric vehicles. One of the many technologies that Apple has filed patents for is LiDAR in vehicles. Back in 2018 … Continue reading

Posted in 3D Modeling, AI, artifical perception, artificial intelligence, Autonomous vehicles, Business Development, Cloud, computer vision, Consumer, Data, Deep Learning, driverless vehicles, Hardware, Laser Scanning, Lidar, machine learning, point clouds, remote sensing, Research, Safety, Sensors, solid state lidar, Visualization | Tagged , , , , | Leave a comment