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:
- Civilian Recognized by EOD Community with Navy’s Highest Honors
September 14, 2020
Indian Head, Md. – Christopher Cherry, a civilian explosive ordnance disposal (EOD) professional, was recognized with one of the Navy’s highest honors: the Department of the Navy (DON) Distinguished Public Service Award, at the EOD Technology and Training Program Board at Naval Sea Systems Command Headquarters, September 11. Cherry was presented the award by Rear Adm. ...
- DHS Awards $1 Million to Support Machine Learning Development for Airport Security
August 28, 2020
FOR IMMEDIATE RELEASE S&T Public Affairs, 202-254-2385 Washington, D.C. – With a growing need to improve the security, efficiency and accuracy of passenger and baggage screening, the Department of Homeland Security (DHS) Small Business Innovation Research (SBIR) Program is working with a small business to advance explosive detection equipment. Synthetik Applied Technologies was awarded funding to develop machine learning training ...
- UK DASA to host innovation investment networking forum
August 27, 2020
The Defence and Security Accelerator (DASA) will be hosting an online Access to Mentoring and Finance (A2MF) Forum event on Wednesday 16 September 2020. DASA will be joined by the NATO Innovation Unit, KX Ventures and Foresight Williams to discuss how businesses, entrepreneurs, and innovators can obtain investment and take advantage of network opportunities. The event will ...
- Nanotechnology for explosives trace detection
August 26, 2020
Whether it’s an airport screening station or in-the-field terrorism investigations, trace detection of explosives – which are chemical compounds – generally involves the collection of vapor or particulate samples from these chemicals and analyzing them using a sensitive sensor system. Explosive trace detection (ETD) is a challenging task. As the name suggests, ‘trace’ refers to quantities ...
- Russian Army develops system to detect suicide bombers in crowds using Syrian experience
August 26, 2020
Servicemen of the Russian Ground Forces’ Fifth Scientific Regiment developed a system to detect the so-called suicide belts in crowded areas, using experience gained in Syria. The new system is presented at the Army-2020 international military and technical forum. The new system includes a set of sensors, software and a mobile operator’s dashboard. It is capable ...
- DHS S&T Transitions Next-Generation Explosives Trace Detection Technology to DARPA
August 25, 2020
Explosive materials pose a threat whether they are used by domestic bad actors or in a theater of war and staying ahead of our adversaries is a job that the Departments of Homeland Security and Defense share. Our research and development work is no different. Most recently, the Department of Homeland Security (DHS) Science and Technology ...
- Army robo-teammate can detect, share 3-D changes in real-time
August 24, 2020
ADELPHI, Md. — Something is different, and you can’t quite put your finger on it. But your robot can. Even small changes in your surroundings could indicate danger. Imagine a robot could detect those changes, and a warning could immediately alert you through a display in your eyeglasses. That is what U.S. Army scientists are developing ...
- The Next Generation Advanced Bomb Suit: The Future of Soldier Protection
August 19, 2020
Fort Belvoir, Va. – Explosive Ordnance Disposal (EOD) Soldiers have one of the most life-threatening jobs in the military. They not only must be able to defend themselves in the battle space, but also protect themselves from the unpredictable environment that explosives create. Program Executive Office (PEO) Soldier is addressing both of these concerns with the ...
- Bomb-sniffing ‘cyborg locusts’ advance under Navy-funded research
August 19, 2020
Navy-funded researchers have discovered that a locust’s sensitive “horns” can distinguish between the scents of TNT and other explosives — a development that one day could herald the deployment of bomb-sniffing, electronically augmented bug swarms. The research by a team from Washington University in St. Louis, published this month in the science journal “Biosensors and Biolectronics: ...
- Army researchers develop breakthrough sensors for small drones
August 19, 2020
ADELPHI, Md. — Imagine a small aerial drone navigating a field with electrical power lines. How will it see them? More importantly how will it avoid this significant obstacle in its flight path? At the U.S. Army Combat Capabilities Development Command’s Army Research Laboratory, researchers developed a novel sensor and software application to detect and avoid ...
- DASA UK: Market exploration: robotic and autonomous systems (platooning)
August 18, 2020
The Defence and Security Accelerator (DASA) is scoping the potential for funding opportunities to develop the use of autonomy for logistic convoy operations. On behalf of the United Kingdom (UK) Ministry of Defence (MOD), we want to better understand the current market capability of robotic and autonomous systems that potentially require further investment or experimentation by ...
- New landmine detection method to reduce false alarm rates
August 18, 2020
RESEARCH TRIANGLE PARK, N.C. — Landmines pose a serious threat in conflict areas, yet modern detection systems struggle to discriminate between explosives and clutter. A project funded by the Army developed a new method for landmine identification that will greatly reduce false alarm rates. Fewer false alarms will significantly reduce the cost of humanitarian landmine clearance ...
- DTRA’s Unsung Heroes: Our Technical Integrators
August 14, 2020
KABUL Afghanistan – Warfighters operating in combat zones are continuously confronted with adversarial improvised threat technologies designed to inflict harm and disrupt operations. Over time, these nontraditional attacks have taken a heavy toll on mission success rates and weighed down the morale of warfighters. The Defense Threat Reduction Agency (DTRA) provides an “umbrella” of protection ...
- U.S. Navy asks industry for stealthy ways to neutralize underwater sea mines without tipping-off the enemy
August 11, 2020
U.S. Navy researchers are asking industry for enabling technologies to neutralize low-observable underwater explosives from over-the-horizon ranges and undetected by enemy forces. Officials of the Office of Naval Research in Arlington, Va., issued an updated solicitation (N00014-20-S-B003) on Friday for the Low Observable / No Collateral Damage Neutralization of Underwater Mines and Waterborne Improvised Explosive Devices ...
- NATO boosts scientific cooperation with Ukraine
August 7, 2020
The NATO Science for Peace and Security (SPS) Programme provides the Ukrainian scientific community with a platform to work side-by-side with NATO Allies and partner countries on security-related issues. Ukraine is currently leading 27 ongoing activities, one of which is a key flagship project in the field of counter-terrorism called DEXTER (Detection of Explosives and Firearms ...