Threat detection in X-ray security screening is critical for preventing concealed threats in airports and other high-security venue where Improvised Explosive Devices (IEDs) remain among the most persistent and dangerous threats.
The lack of a representative, and publicly available IED dataset has limited the development of machine-learning based automated threat detection systems. To address these issues, we propose an open access dataset, called IEDXray constructed for automated detection of IEDs. The dataset comprises 17,360 X-ray images captured under a strategic concealment protocol, covering scenarios ranging from isolated threats to heavily cluttered baggage environments. It includes diverse IED types—homemade explosives, batteries, and modified devices such as laptops, mobile phones, pagers, and walkie-talkies.
Read more…
Source: Springer Nature News
Sign up for the Counter-IED Report Newsletters
The latest news and insights delivered right to your inbox
Related:
- Subsea Autonomy is Moving Beyond Waypoints
June 9, 2020
The AUV has been the tool of choice for shallow-water MCM and EOD operations for a number of years. The coverage by popular news channels of unfortunate events, such as the MH370 tragedy, has also shown that the AUV has undisputedly become the tool of choice to carry out salvage operations at extreme depths. The AUV ...
- UK: Defence and Security Accelerator (DASA) Open Call for Innovation
May 28, 2020
The Open Call is looking for innovative ideas to improve the defence and security of the UK. Your idea could be a concept, product or service, at various levels of maturity. The only way to submit a proposal to the Defence and Security Accelerator is online via our submission service. To access DASA’s services and apply for ...
- Butterfly landmines mapped by drones and machine learning
May 27, 2020
IEDs and so-called butterfly landmines could be detected over wide areas using drones and advanced machine learning, according to research from Binghamton University, State University at New York. The team had previously developed a method that allowed for the accurate detection of butterfly landmines using low-cost commercial drones equipped with infrared cameras. Their new research focuses on ...
- Countering Drones: Finding and neutralising small UAS threats – Phase 2
May 12, 2020
The Defence and Security Accelerator (DASA) is looking for innovative solutions to address the increasing UAS threat to the defence and security of UK both at home and abroad. Please note this is the second phase of funding for a multi-phase competition. It is not compulsory to have been involved in previous phases to apply. You ...
- Purdue quantum research receives Department of Defense funding
May 4, 2020
Research into quantum techniques to more quickly detect explosives and exotic types of quantum camouflage have received funding from the U.S. Department of Defense’s 2020 Multidisciplinary University Research Initiative (MURI) program. The four faculty members who have been awarded projects in the competitive funding program are members of the Purdue Quantum Science and Engineering Institute in ...
- India: CRPF upgrading IED detection equipment to avoid casualties
May 3, 2020
With growing number of deaths of its troopers in blasts – a new strategy adopted by Maoists – in the last few years, the CRPF is in the process of upgrading their Improvised Explosive Device (IED) detection equipment and Bomb Disposal Squad (BDS) unit to avoid casualties of their troopers in the Maoist-affected areas. These equipment ...
- Invisible Shield: Countering IEDs by novel technology and techniques
April 29, 2020
This Defence and Security Accelerator (DASA) competition aims to develop and demonstrate a number of novel technologies and techniques in the area of Counter-IED electronic countermeasures This Defence and Security Accelerator (DASA) competition is run on behalf of the Defence Science and Technology Laboratory (Dstl). This call is looking to generate novel technologies and techniques that can ...
- UK Defence Agency Plans To 3D Print High Explosives
March 16, 2020
The Defence Science and Technology Laboratory (DSTL), an executive agency sponsored by the Ministry of Defence (MOD) of the UK, has started to develop 3D printed explosives. The project aims to create new possibilities for various explosive effects using intricate designs enabled by 3D printing, and also to reduce transportation and storage costs. Applying additive manufacturing to produce new energetic formulations ...
- UK: The Defence and Security Accelerator seeks novel technology to counter homemade bombs
March 9, 2020
The Defence and Security Accelerator is launching a competition to rapidly develop novel technology and techniques to boost the UK’s life-saving counter homemade bomb capability. Invisible Shield: Countering IEDs by novel technology and techniques seeks innovative proposals to thwart adversaries, terrorists and criminals from using everyday communications items such as radios or mobile phones and networks to ...
- Dstl: “Take aim, press print.”
March 9, 2020
A project at Dstl has created a new technique which could offer on-demand, 3D-printed explosives at the front line. Energetics experts are essential for defence and security; from forensic analysis to the protection of troops from explosive devices. Since recognising this national decline in the energetics sector, the MOD has since invested nearly £10 million, to ...
- RaIDer-X: DRDO unveils new explosive detection device
March 2, 2020
Defence Research and Development Organisation (DRDO) and IISC Bangalore recently unveiled a new explosive detection device. A new explosive detection device – RaIDer-X was recently showcased during the National Workshop on Explosive Detection (NWED-2020) on March 01, 2020. According to the reports, RaIDer-X can detect an explosive from a specific stand-off distance. It can also expand ...
- Cyborg grasshoppers have been engineered to sniff out explosives
February 17, 2020
Move over, sniffer dogs: now there are explosive-sensing grasshoppers. Barani Raman and his colleagues at Washington University in Missouri have tapped into the olfactory senses of the American grasshopper, Schistocerca americana, to create biological bomb sniffers. In insects, olfactory receptor neurons in their antennae detect chemical odours in the air. In turn, these neurons send electrical signals to a ...
- Scientists develop portable sensors to trace explosives
February 10, 2020
Indian scientists have developed a cost-effective portable sensor that can trace explosives and toxic metals such as trinitrotoluene (TNT), trinitrophenol (TNP) and RDX even if just a few molecules are present, on the scale of parts per million (ppm). The senor, a solution, can be easily carried in public spaces like airports, railway and hotels ...
- Jammu & Kashmir police to soon have remotely operated vehicles to detect IEDs
February 1, 2020
Jammu and Kashmir police will soon become the first police force in the country to use remotely operated vehicles (ROV) to detect Improvised Explosive Devices (IEDs) in all conditions, including under water. The tenders to procure ROVs have will be opened on February 15, sources said. Each ROV costs between Rs 5 to Rs 20 crore. The ...
- NSWC Indian Head EOD Technology Division Personnel Unite with Law Enforcement for Blast Mitigation Patent
January 29, 2020
During the inaugural 2016 Explosive Ordnance Disposal (EOD) Campfire Event a patent was born. A group of Naval Surface Warfare Center Indian Head EOD Technology Division (NSWC IHEODTD) engineers and scientists met with bomb technicians from the Federal Bureau of Investigation; Bureau of Alcohol, Tobacco, Firearms and Explosives; New York City Police Department; and the ...