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Purdue Develops Graffiti Translator App for LE

August 24, 2011  | 

A team of researchers from Purdue University have developed a smartphone app that allows law enforcement officers to translate the meaning of gang graffiti. A second app provides details about hazardous materials placards for first responders.

The researchers presented their prototypes on Aug. 18 to law enforcement and homeland security officials in Indianapolis, according to a press release from the university.

"The whole idea of these projects is that you literally take a picture of the gang graffiti or a hazardous materials placard with a mobile phone and then the system interprets the images," says Edward J. Delp, a professor of electrical and computer engineering at Purdue.

The projects are being introduced as GARI, for Gang Graffiti Automatic Recognition and Interpretation, and MERGE, for Mobile Emergency Response Guidebook.

This work is funded by the U.S. Department of Homeland Security Science and Technology Directorate (S&T) and is part of the Visual Analytics for Command, Control and Interoperability Environments Center of Excellence (VACCINE), which is headquartered at Purdue.

"Having university researchers in the centers work directly with potential user organizations allows S&T to identify real problems and then to move technological solutions into the field quickly," says Joseph Kielman, DHS program manager for VACCINE. "Nurturing such partnerships means that the research is already primed to respond as needs arise, rather than being developed anew."

VACCINE and Purdue are collaborating with the Department of Public Safety Division of Homeland Security to bring this technology to the Indianapolis Metropolitan Police Department to interpret gang graffiti. Over the last eight months VACCINE researchers have worked with IMPD officers on the gang-graffiti system, says Timothy F. Collins, managing director of VACCINE.

"Gang graffiti basically tells a story," Collins says. "Investigators want to not only catch who put it there but also to understand its meaning. Sometimes they indicate when someone is about to get killed or whether a rival gang has moved in that could lead to an increase in crime. An officer might take a picture of graffiti and ask the system to show all the similar graffiti that has occurred within 2 miles of the location."

The app uses image analysis algorithms to analyze the graffiti, while also identifying the GPS coordinates.

"You take a picture with an Android mobile phone, and it not only records the image, it also records the GPS coordinates, the date and time," says David S. Ebert, a professor of electrical and computer engineering and VACCINE director. "It can provide some analysis right on the phone and also can access a more extensive database of graffiti on a server."

Law enforcement and public safety officials will test the portable systems in the field.

"Interpreting these images is not a trivial task," says Delp, who is working with Mireille (Mimi) Boutin, an associate professor in Purdue's School of Electrical and Computer Engineering, and two graduate students.

The app analyzes the features in gang-graffiti images such as the colors and shapes of characters. The information is sent to a server and compared against a graffiti-image database. The matched results are sent back to the device where the user can then review the results and provide extra details to refine the analysis.

"Once the graffiti is completely decoded and interpreted, it is labeled and added to the database," says Collins, a former Indiana state trooper. "Gangs are a serious threat to public safety throughout the United States. Gang members are continuously migrating from urban to suburban areas and even rural areas. They are responsible for an increasing percentage of crime and violence in many communities."

Street gang graffiti is a common way to communicate messages, including challenges, warnings, or intimidation to rival gangs.

"It is, however, an excellent way to track gang affiliation and growth, or even sometimes to obtain membership information," Collins says.

The Department of Public Safety Division of Homeland Security and the Indianapolis Metropolitan Police Department will be the first in the country to use this technology.

In the MERGE project, the system automatically interprets the hazmat signs and also draws a recommended evacuation zone, depending on the dangers posed by the materials. The signs and placards are displayed on vehicles and structures containing hazardous materials.

Responders now use an Emergency Response Guidebook to identify the placards.

"This guide assists those in an emergency with the knowledge of how to handle hazardous materials," Collins says. "However, as one might expect, the guidebook is large and requires precious time to search an index to determine the best way to handle a particular hazardous material."

The MERGE system is an electronic version of the guide and includes new features and capabilities.

"These new capabilities include the use of image analysis methods to automatically determine the type of hazardous materials present based on an image taken of the sign or placard, as well as the appropriate response protocol and evacuation perimeters," adds Ebert.

The app will be made available to other interested agencies in the fall.

Comments (3)

Displaying 1 - 3 of 3

Sgt. Richard Valdemar @ 8/26/2011 4:20 PM

Unless this system has qualified data input from real gang experts from across the nation I don’t think this will do much more than translate common well known gang graffiti examples. There is a great deal of variation and autonomy among regions and local gangs in their graffiti and gang term vocabulary. For instance I noticed that around the Washington Beltway Crips use “D9” or “D7”to indicate their sets. (District 9 or District 7) What about upside down symbols and clouds around the graffiti? How about R.I.P which could mean Rest In Peace or the opposite Rest In Piss! These terms especially among African American gangs change quickly and differ among even different sets of the same gang. I saw some symbol code written “Blood” graffiti from the East Coast that has no meaning at all on the West Coast. Will the system distinguish between gang and tagger graffiti?
I would have to see this product as it performs in real world situations. I am skeptical!

Timothy Collins @ 9/8/2011 4:41 PM

Sgt. Valdemar,

Your comments are legitimate concerns. However, understand this is an initial prototype. As a Scientific DHS Center of Excellence, we are working to develop technologies that are capable of being applied to the much broader law enforcement community. We have a mandate by DHS that we involve end-users throughout our technology development lifecycle. This means that we bring them in from the beginning for the requirements definition and keep them engaged thoughout testing and evaluation.

In the case of GARI, we are well aware that there is considerable variation with the context of gang graffiti regionally and nationally. This project is being led by a world recognized expert in image processing. He and his team are working with the Indianapolis Gang Task Force and have been gathering data with, and alongside, these gang experts for almost a year. This project came about because of our close relationship with law enforcement agencies and their request that we try to approach this problem.

Please feel free to contact me if you are interested in discussing.

Corby @ 11/22/2013 8:09 AM

I just noticed some graffiti in front of my wife and I's home in LA. Should I call the police?

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