![]() ![]() Some background in biometrics and experience in Deep Learning. Part of the work is concerned with choosing the best Deep Learning approach, minutiae input representation, training the chosen network(s) and assessing the accuracy of the generated feature vectors. The goal of this research is to develop an approach based on Deep Learning for deriving feature vector representations of minutiae sets that lead to good accuracy. Goal of the research:Ĭrafting high quality feature vectors from minutiae information requires significant effort of highly specialized scientists and engineers in an iterative and time-consuming process. Personal information including name, province, district and reason for the enrollment are also put into each enrollment file. 'Our platoon uses the HIIDE and BAT system to help with census,' said U.S. This simpler process also makes it feasible to implement it in several Privacy-by-Design methods. The HIIDE is compact, and requires only fingerprints of the index finger and the thumb on both hands. This feature vector representation allows for an efficient biometric comparison process by calculating a distance between two feature vectors. Other modalities often represent a biometric as a high-dimensional feature vector. Secondly, the complicated nature of the minutiae comparison process makes it extremely hard the implement it efficiently in many Privacy-by-Design approaches such as homomorphic encryption. This device combined a laptop computer, fingerprint scanner, iris. Firstly, minutiae comparison is a complicated and therefore relative slow process which makes it unsuited to quickly search for fingerprints in large databases. forces began use of biometric identification systems in Kosovo in 2001, with the BAT, or the Biometric Automated Toolset. ![]() ![]() Minutiae comparators generate a similarity measure for two sets of minutiae extracted from two fingers by performing 2-dimensional geometric comparisons on those two unordered sets of minutiae.Īlthough comparing fingerprints using minutiae leads to high accuracy, it also has a number of drawbacks. HIIDE - What does HIIDE stand for The Free Dictionary HIIDE Copyright 1988-2018, All rights reserved. military's detentions command, known as Joint Task Force-435, is working with the Afghan Ministry of Interior to kick-start an up-to-date records program.In biometrics, fingerprints are traditionally described using minutiae, the locations and directions of the endings or bifurcations of a ridge in the fingerprint pattern. And after 30 years of war, Afghanistan isn't really in the data-collection game. BATS and HIIDE were used in Iraq, where counterinsurgents like David Kilcullen praised the devices for allowing troops to quickly and positively identify known insurgents during the surge.īut any detective will tell you that a database is only as good as the data it contains. One clunky component of it, the Handheld Interagency Identity Detection System (HIIDE), which looks like a big black FunSaver, takes pictures of a captive's irises, facial features and fingerprints. The Biometrics Automated Toolset, or BAT, allows troops who detain insurgents on the battlefield to get a quick biometric identification of who they've captured, all through talking to the database. Troops in the field can access the system through a set of portable consoles that the DSB has on hand. All of this information goes into a military database called the Automated Biometric Information System. Its cameras snap five photographs of every detainee's face. After a shower and a medical exam, the DSB scans their irises and collects prints from all of their fingers, rolling their thumbs for a 360-degree view. A mark of any identifying scars, marks or tattoos. To use war to test capabilities among casualties to then use against our own. That's where he comes in.Įvery detainee who comes into Parwan leaves basic information with the Detainee Services Branch during in-processing: Name father's name residence. Ahh yes, wait til you find out about the Bats and HIIDE biometric profiles we tested on hundreds of thousands of people. But Army Brigadier General Mark Martins, who currently runs day-to-day operations at the detention center, explains that there's a basic problem with Afghanistan's criminal justice system: It doesn't have a efficient information infrastructure to identify the people it holds. By 2014, it'll become a major Afghan jail, run by the Ministry of Justice to incarcerate convicted criminals, not hold insurgents taken off the battlefield. ![]() Parwan, with its thousand-or-so detainee population, will become an Afghan-run detention complex next year. In a country with a shaky commitment to the rule of law, those identifiers could become weapons. It's also an emerging datafarm, storing biometric information on its inmate population. military's new Detention Facility In Parwan as just a holding pen for suspected insurgents. BAGRAM AIR FIELD, Afghanistan - Don't think of the U.S. ![]()
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