Skip to main content

Smart technology sees through walls to track and identify people


JASON DORFMAN/MIT CSAI
#AI #ArtificialIntelligence #MachineLearning #MIT #Robotics

A group of researchers and students at MIT have developed an intelligent radar-like technology that makes it possible to see through walls to track people as they move around, a development that could prove useful for monitoring the elderly or sick as well as for other applications — but that also raises privacy concerns.

Tests show that the technology, known as RF-Pose, can reveal whether someone is walking, sitting, standing or even waving — and can identify individuals from a known group with a success rate of 83 percent. Its developers say it could prove useful for law enforcement, search and rescue, and — perhaps most important — health care.

“We’ve seen that monitoring patients’ walking speed and ability to do basic activities on their own gives healthcare providers a window into their lives that they didn’t have before, which could be meaningful for a whole range of diseases,” Dina Katabi, a computer scientist at MIT and leader of the group, said in a statement.

She and her colleagues presented new research about the technology last month at a computer vision conference in Salt Lake City.













RF-Pose can detect human movement behind a wall using radio waves.MIT CSAIL

Katabi said doctors might use the technology to keep tabs on someone with Parkinson’s disease by watching for changes in gait that might indicate a looming problem. Or people might use it to monitor an elderly relative — for example, to receive an instant alert if he or she falls.
The technology, which uses artificial intelligence to interpret radio wave data, grows out of earlier work by the same group. Previous versions of the technology could detect a person’s silhouette behind a wall, but Katabi said this is the first time it’s been possible to closely track and identify people.
The heart of RF-Pose is a laptop-sized radio transmitter. The radio waves it beams out pass through walls but is reflected by human bodies because of their high water content. Computer algorithms analyze the reflected waves, homing in on the head, hands, feet and other key body parts to produce moving stick figures on a screen.













The technology could prove useful for a range of applications, including law enforcement, search and rescue, and healthcare.MIT CSAIL

Katabi and her team trained RF-Pose by giving it photographs of people as well as the crude images created by the reflected radio waves. Eventually, RF-Posed learned to produce a stick figure whenever its radio signals indicated the presence of a person.
What do other experts make of the new technology? Ginés Hidalgo, a research associate at the Robotics Institute of Carnegie Mellon University in Pittsburgh, told NBC News MACH in an email that it was of limited use at this point because the radio signals it uses are unable to pass through thick walls.
"It could become a breakthrough" if that limitation can be addressed, said Hidalgo, who was not involved in the project.
But Hidalgo said the technology also raises privacy concerns. "If a normal camera is recording me, it means I am able to see the camera, too," he said in the email. "If this camera can be hidden behind or even inside an object, I would never be able to know when I am being monitored."
Katabi acknowledged such concerns. “Particularly in the current climate, this is an important question,” she told the news outlet Motherboard.“We have developed mechanisms to block the use of the technology, and it anonymizes and encrypts the data."
The researchers are working to test RF-Pose with the Michael J. Fox Foundation for Parkinson’s Research and hope eventually to market a commercial version of the technology.
by Kate Baggaley / Jul.08.2018 

Comments

Popular posts from this blog

4 Strategies for practicing Radical Self-Acceptance

Radical Self-Acceptance Painting by Jennifer Mazzucco #mindfulness #self-judgment #RadicalSelfAcceptance #negativethinkingpatterns #thoughts Radical acceptance involves acknowledging how life unfolds without resistance, even if we don't like things at any given moment. It can take effort to apply this principle. How can we begin to accept our situation and ourselves despite experiencing anxiety, uncertainty, and fear? Why self-acceptance is not the same as complacency. It is essential now, more than ever, to practice radical self-acceptance. This means training ourselves to find inner stability despite unpredictable external circumstances. Ultimately, we are responsible for acknowledging our hidden wounds, which can lead to personal and collective growth. Radical self-acceptance is the opposite of avoiding responsibility or giving up in self-defeat. It requires pushing against old ways of being to open the door to deep healing. Embracing radical self-acceptance allows us to int...

Coping With Moods: The Challenge of the Turbulent Mind

#Mood #Impulses #selfregulate #selfsoothe  #Triple5LightTherapy #BlackMaleTherapist #Psychotherapy The power of moods and impulses can be overwhelming, but we can learn to self-regulate and self-soothe through awareness practices like meditation and mindfulness. By developing a healthy dialogue with our emotional nature, we can access deeper parts of ourselves and become more resilient in the face of stress and pressure. Rather than being swept away by our ever-shifting moods, we can learn to pause and reflect before acting. by Gillian McCann, Ph.D., and Gitte Bechsgaard, RP

Remembering Martin Luther King Jr.

#MLK #Assassination #MartinLutherKingJr #Memorial  National Civil Rights Museum The Lorraine Motel where James Earl Ray assassinated King on April 4, 1968, is a complex of museums that trace the civil rights movement in the U.S. from the 17th century to the present. #MLK #MartinLutherKingJr #Memorial https://www.civilrightsmuseum.org/

Filling A Plus-Size Fashion Void On ‘Shrill’

#Shrill #AidyBryant #Hulu #SNL Aidy Bryant obviously isn’t the same person as Annie, the character she plays on “Shrill,” but the two have at least one thing in common: enviable fashion sense. On the Hulu show, aspiring writer Annie dons cute dresses with eye-catching patterns or buttoned-up collared shirts as she handles the blows of life in Portland, Oregon. It’s a kind of easy, feminine style that’s not a far cry from the vibe seen on “ Saturday Night Live ” star Bryant’s Instagram or in her red carpet choices .  “Originally, I was just like, ‘Oh my God, she, just in her own life, has such great fashion,’” said “Shrill” costume designer Amanda Needham of Bryant. She described finding Annie’s style as a “collaboration” with the actress, mixing Bryant’s IRL look with “cool girl, Portland, poppy colors, really exciting moments.” But there was one problem: A lot of the looks that Needham had in mind didn’t exist. At least, not in Bryant’s size.  For a...