The Buddy System: Human-Computer Teams

The highest accuracy in face recognition comes through the partnering of a human expert with face recognition software Is that him? Is she the one? A prized attribute among law enforcement specialists, the expert ability to visually identify human faces can inform forensic investigations and help maintain safe border crossings, airports, and public spaces around the world. The field of forensic facial recognition depends on highly refined traits such as visual acuity, cognitive discrimination, memory recall, and elimination of bias. Humans, as well as computers running machine learning (ML) algorithms, possess these abilities. And it is the combination of the two—a human facial recognition expert teamed with a computer running ML analyses of facial image data—that provides the most accurate facial identification, according to a recent 2018 study in which Rama Chellappa, Distinguished University Professor and Minta Martin Professor of Engineering, and his team collaborated with researchers at the National Continue reading The Buddy System: Human-Computer Teams

Keysight’s Parametric Measurement Handbook

Download the latest version of Keysight’s Parametric Measurement Handbook Keysight Technologies’ popular 276-page Parametric Measurement Handbook is an invaluable reference tool for anyone performing device or process characterization. It is filled with tips to help both novice and advanced users, and the latest edition (Rev 4) includes an entirely new section devoted to power device test. More details

Industrial Robots Keep the Modern Factory Moving

The relative ease with which Triflex can be repaired and replaced compared to its competition is one of its best features. Conventional six-axis industrial robots typically run a series of cables along the outside of the robotic arm to control power consumption, movement and other dynamic functions. These cables are usually housed in a plastic or rubber tube or tied together using materials as rudimentary as rubber bands or duct tape. As the robotic arm twists, turns and bends, the cables themselves can get tied up in knots or even fray or snap from the force of the machine’s movement. Any damage to the housing or cables necessitates shutting down production for repairs or replacement and costs manufacturers valuable time and money. Automotive industry experts estimate that it takes an average of five hours to replace a standard corrugated hose at an estimated cost of $10,000 a minute to the Continue reading Industrial Robots Keep the Modern Factory Moving

Putting Skin, Heart, and Soul in the Game of Solving Biomedical Challenges

Millimeter-wave imaging is cheaper, safer, less power-intensive and much more portable than other types of body imaging. Developing algorithms and learning-based systems to support potentially life-saving biomedical devices is more than abstract research for Stevens Institute of Technology electrical and computer engineering assistant professor and senior IEEE member Negar Tavassolian. “I’ve always been interested in solving medical problems with commercially viable technology,” says Tavassolian, whose work is affiliated with the Stevens Institute for Artificial Intelligence. “I like to make things and see how they can help somebody.” Tavassolian was granted a National Science Foundation (NSF) CAREER Award to leverage millimeter-wave technology in her quest to use artificial intelligence and other emerging technologies to develop an innovative, portable dermatological application to create a high-resolution image of a patient’s skin for early detection of skin cancers. Millimeter-wave imaging (at a frequency of 30 to 300 GHz) is cheaper, safer, less power-intensive and Continue reading Putting Skin, Heart, and Soul in the Game of Solving Biomedical Challenges

Advance Academic Research With the NI Platform

Every day, researchers use the NI platform to push the boundaries of discovery. A Note to Academic Researchers Every day, researchers use the NI platform to push the boundaries of discovery. They are driven by the grand challenges humanity faces and the economic and technical trends that are revolutionizing wireless communications, transportation, and energy. The ideas, theories, and prototypes that start in academic research labs scale to ever more complex applications and eventually impact all our lives in the form of commercial technology. As varied as their research focus areas might be, academics face similar challenges regardless of domain. The goal of NI has always been to help scientists and engineers spend their time on the novel and the innovative by providing a platform with the accuracy, repeatability, and scalability they need to validate and prototype research. This handbook serves as a space for us to share insights and best Continue reading Advance Academic Research With the NI Platform

Choosing Sensors for Medical Applications

Sensor based monitoring is becoming popular among the aging population. Here’s how to select a sensor to fit your application and parameters. With the ever growing and aging population, patient auto-monitoring systems are becoming more and more popular. Their popularity stems from being both consistent and repeatable in addition to being low cost. Sensor-studded monitoring instruments in this category are also versatile because they can be used both in hospitals and at home. Selecting a sensor can be simple if the application and the parameters that need to be monitored are clearly understood. The most complicated sensors are implantables, followed by sensors used in catheters (through incision) and sensors used in body cavities, sensors that are external but come in contact with body fluids and sensors for external applications. IMPLANTABLE SENSORS Implantable sensors need to be small, lightweight, and compatible with body mass as well as require very little power Continue reading Choosing Sensors for Medical Applications

Changing the Landscape of the Insurance Market

How UAVs benefit consumers through faster estimates, quicker response times and faster delivery of benefits Unmanned aerial vehicles (UAVs), more commonly known as drones, are growing at a rapid rate for both consumer and professional markets. Market research firm IHS Markit forecasts the professional drone market will manage a compound annual growth rate (CAGR) of 77.1% through 2020 driven by industries such as agriculture, energy and construction using the technology for surveying, mapping, planning and more. Meanwhile, the consumer drone market will maintain a CAGR of 22.1% through 2020 with companies such as DJI, Parrot and 3D Robotics driving the market with a wide range of devices for photography, recreational use and racing. While these markets will be the main drivers for the next few years, one industry that isn’t discussed often as a main driver is the insurance market. However, according to professional services company PwC, the addressable market Continue reading Changing the Landscape of the Insurance Market

The Industrial Internet of Things

Creating intelligent solutions to solve real-world problems What is Industry 4.0 and Industrial IoT? Industry 4.0, Industrial IoT, and Industrial Internet are used interchangeably when talking about the new era of manufacturing. A digital ecosystem of connected machines, equipment and devices that communicate with one another, this cyber physical system with machine-to-machine (M2M) communication monitors and evaluates the physical processes in a manufacturing facility to ultimately make decentralized decisions. An evolution from Automation & Robotics, Industry 4.0 is the combination of computers and machine learning algorithms that gives equipment the ability to adjust and control processes based on data it collects. This is all done with very little human intervention. The Clear Benefits of IoT Solve Real Problems From energy usage and preventative maintenance to supply chain management and personnel scheduling, the Internet of Things helps you monitor, analyze, and act on real-time data. Stop overspending on energy or worrying Continue reading The Industrial Internet of Things

Robotic Raven Gains Altitude

Maryland student’s research advances pioneering micro air vehicle Inspired by the beauty and flying ability of birds, Leonardo da Vinci strived centuries ago to create a human-powered flapping-wing flying machine. But his designs, which da Vinci explored in his Codex on the Flight of Birds, were never developed in any practical way. Even today, mimicking bird flight still presents challenges due to the physiological complexity of a bird’s flapping wings. For years, researchers at the University of Maryland’s A. James Clark School of Engineering have been moving ever closer to faithfully imitating bird flight with Robo Raven, the first bird-inspired unmanned aerial vehicle (UAV) that has successfully flown with independent wing control. Robo Raven can also be programmed to perform any desired motion, enabling the UAV to perform aerobatic maneuvers. Lena Johnson, who is pursuing her Ph.D. in mechanical engineering at the Clark School, is working on the current iteration Continue reading Robotic Raven Gains Altitude

Consolidate Robot and CNC Controllers in a Single Real-time Windows IPC

Demo video: How to consolidate robot and CNC controllers into a single real-time Windows IPC When it comes to machine automation, hardware costs and complexity add up fast. As your requirements expand, so does your ever-growing list of hardware: a controller for robot control. Another for CNC. Another for machine vision. You end up with a lot of controllers, perhaps even proprietary, ultimately end up being a lot of systems to manage – and a lot of dollars out of your pocket. Software-based machine control changes that paradigm. With the right software and a single real-time Windows PC, you can consolidate all of those controllers and their associated costs. Your Windows IPC becomes the only controller that you need. Simply by flipping a switch or moving an Ethernet cable, you can seamlessly switch from a robot controller to CNC controller to a GigE camera. No more separate infrastructure with separate Continue reading Consolidate Robot and CNC Controllers in a Single Real-time Windows IPC