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Eyedentify - Wearable Blindspot Camera for Tailing Detection

Team members

Cornelia Ho Xin Ning (EPD), Lucas Tan Zhong Hui (EPD), Darren Loh Zhao Ying (ISTD), Hoo Yong Wei, Gerald (ISTD), Ong Li Wen (ISTD)

Instructors:

Kwan Wei Lek, Liu Jun

Writing Instructors:

Delfinn Tan

Teaching Assistant:

Congjian Lin

Problem

With a surge in abuse of law enforcers as well as high levels of fatigue while patrolling, there is a need for improvements to protect our law enforcers from danger while on the job. Hence, we designed a body-worn camera for law enforcers to detect suspicious tailing activity that the user may fail to notice. This reduces their burden during watch while increasing productivity levels.

Introducing

Eyedentify.

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All-Round Camera Coverage

With the use of 3 camera modules mounted on the neckband, the system is able to cover a field of view of 360°, leaving no blindspots at all. This is coupled with a 12 metre detection distance which captures any personnel that are within range.

CameraCoverage
MagneticMount

Magnetic Mounting

Equipped in the inner piece is a strong magnet which holds the outer piece in place. When in close proximity, the outer piece snaps perfectly in place, ensuring that the neckband rests perfectly onto the wearer’s shoulders. This also optimises stability while the wearer is moving around.

Accurate Tailing Detection

In order to implement a tailing detection system, a combination of human detection and person re-identification neural network models were employed. After numerous iterations, our system is able to achieve a relatively high recall of 94.7% and precision of 90.0%.

TailingDetection
NonIdentifyData

Non-identifiable Data

Data collected for detection purposes cannot be traced back to or identify a person. Each identity picked up by the system only saves essential information like timestamps and flag counts with features extracted using a list of non-understandable numbers.

Wireless Communication

Through the use of bluetooth (BLE), the neckband which handles the identification of suspicious persons can wirelessly communicate with the wearable belt which provides crucial information of the suspicious personnel to the wearer. This communication is immediate to ensure the safety of the wearer.

wirelessConnection
HapticBelt

Haptic Location Feedback

A wearable belt that upon receiving a signal, provides locational feedback of the suspicious personnel detected. This includes the direction of which the person is at together with how far the suspicious personnel is at. The feedback, provided by 8 vibration modules, is intuitive and easy to interpret.

How it Works

FlagCount
A flagging system is being implemented where tailing is only triggered when a total of 3 flags are accumulated. After each flag, a cooldown period is implemented to prevent repetitive alerts to the wearer. When tailing is flagged, a haptic feedback would be sent to the user conveying the distance and direction of the suspicious person. If there are no detections for a single identity after 2 hours, the number of flags is reset.

In Collaboration With:

TEAM MEMBERS

student Cornelia Ho Xin Ning Engineering Product Development
student Lucas Tan Zhong Hui Engineering Product Development
student Darren Loh Zhao Ying Information Systems Technology and Design
student Hoo Yong Wei, Gerald Information Systems Technology and Design
student Ong Li Wen Information Systems Technology and Design
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