Technology
This tool locates shooters using smartphone video
New York, Nov 20
Researchers have developed a system that can accurately locate a shooter based on video recordings from as few as three smartphones.
The system, called Video Event Reconstruction and Analysis (VERA), won't necessarily replace the commercial microphone arrays for locating shooters that public safety officials already use, although it may be a useful supplement for public safety when commercial arrays aren't available.
"One key motivation for assembling VERA was to create a tool that could be used by human rights workers and journalists who investigate war crimes, terrorist acts and human rights violations," study researcher Alexander Hauptmann from Carnegie Mellon University in the US.
When demonstrated using three video recordings from the 2017 mass shooting in Las Vegas that left 58 people dead and hundreds wounded, the system correctly estimated the shooter's actual location -- the north wing of the Mandalay Bay hotel.
The estimate was based on three gunshots fired within the first minute of what would be a prolonged massacre.
VERA uses machine learning techniques to synchronise the video feeds and calculate the position of each camera based on what that camera is seeing.
"But it's the audio from the video feeds that's pivotal in localising the source of the gunshots," Hauptmann said.
Specifically, the system looks at the time delay between the crack caused by a supersonic bullet's shock wave and the muzzle blast, which travels at the speed of sound.
It also uses audio to identify the type of gun used, which determines bullet speed.
VERA can then calculate the shooter's distance from the smartphone.
"When we began, we didn't think you could detect the crack with a smartphone because it's really short," Hauptmann said.
"But it turns out today's cell phone microphones are pretty good," Hauptmann added.
By using video from three or more smartphones, the direction from which the shots were fired -- and the shooter's location -- can be calculated based on the differences in how long it takes the muzzle blast to reach each camera.
VERA is not limited to detecting gunshots.
"It is an event analysis system that can be used to locate a variety of other sounds relevant to human rights and war crimes investigations," Hauptmann said.
The researchers presented VERA and released it as open-source code at the Association for Computing Machinery's International Conference on Multimedia in Nice, France.
The system, called Video Event Reconstruction and Analysis (VERA), won't necessarily replace the commercial microphone arrays for locating shooters that public safety officials already use, although it may be a useful supplement for public safety when commercial arrays aren't available.
"One key motivation for assembling VERA was to create a tool that could be used by human rights workers and journalists who investigate war crimes, terrorist acts and human rights violations," study researcher Alexander Hauptmann from Carnegie Mellon University in the US.
When demonstrated using three video recordings from the 2017 mass shooting in Las Vegas that left 58 people dead and hundreds wounded, the system correctly estimated the shooter's actual location -- the north wing of the Mandalay Bay hotel.
The estimate was based on three gunshots fired within the first minute of what would be a prolonged massacre.
VERA uses machine learning techniques to synchronise the video feeds and calculate the position of each camera based on what that camera is seeing.
"But it's the audio from the video feeds that's pivotal in localising the source of the gunshots," Hauptmann said.
Specifically, the system looks at the time delay between the crack caused by a supersonic bullet's shock wave and the muzzle blast, which travels at the speed of sound.
It also uses audio to identify the type of gun used, which determines bullet speed.
VERA can then calculate the shooter's distance from the smartphone.
"When we began, we didn't think you could detect the crack with a smartphone because it's really short," Hauptmann said.
"But it turns out today's cell phone microphones are pretty good," Hauptmann added.
By using video from three or more smartphones, the direction from which the shots were fired -- and the shooter's location -- can be calculated based on the differences in how long it takes the muzzle blast to reach each camera.
VERA is not limited to detecting gunshots.
"It is an event analysis system that can be used to locate a variety of other sounds relevant to human rights and war crimes investigations," Hauptmann said.
The researchers presented VERA and released it as open-source code at the Association for Computing Machinery's International Conference on Multimedia in Nice, France.
6 hours ago
THE GREEN ALERT- Docu Drama: An appraisal by Experts
6 hours ago
US Senator proposes ending dual citizenship citing "divided loyalties"
6 hours ago
US to strike "very soon" inside Venezuela in action against drug traffickers: Trump
6 hours ago
Trump declares all Biden autopen-signed documents, including pardons "null and void"
6 hours ago
Sexual assault case: Court reserves order on Cong MLA Mamkootathil's anticipatory bail plea
6 hours ago
Yami Gautam says 'good cinema shall win' as she thanks the audience for all the love showered on 'HAQ'
6 hours ago
Michelle Pfeiffer: Moms are unsung heroes of their families
6 hours ago
Armaan Malik says 'trust' shaped the heart of 'Chal Musafir' from 'Gustaakh Ishq'
6 hours ago
Ananya Panday says 'Kartik Aaryan looks out for the film, & not just himself'
6 hours ago
George Clooney says he was ‘annoyed’ losing ‘Thelma & Louise’ role to friend Brad Pitt
6 hours ago
Soha Ali Khan thinks her trainer is confused between strength & survival training
6 hours ago
Actors Aishwarya Rajesh, Thiruveer-starrer titled 'Oh Sukumari'!
7 hours ago
Aamir Khan joins Vir Das for ‘hatke’ film 'Happy Patel: Khatarnak Jasoos’
