Purdue University Graduate School
Bryan_Dissertation_Final-converted-compressed.pdf (8.95 MB)

Effects of Movement on Biometric Facial Recognition in Body-Worn Cameras

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posted on 2020-05-01, 02:57 authored by Julia BryanJulia Bryan

This study examined how three different manipulations of a single policing stance affected the quality scores and matching performance in a biometric facial recognition system; it was conducted in three phases. In the first phase, the researcher collected qualitative survey data from active, sworn law enforcement officers in 15 states. In the second phase, the researcher collected quantitative data using a single facial recognition subject and a static body-worn camera mounted to an adjustable tripod. In the third phase, the researcher collected quantitative data from body-worn camera-equipped law enforcement officers who filmed a stationary target as they executed a series of specified movements from the interview stance. The second phase tested two different body-worn cameras: one that is popular among law enforcement agencies in the United States, the Axon Body 2; and one that is inexpensive and available to the general public via a popular internet commerce website. The third phase tested only the Axon Body 2. Results of the study showed that matching results are poor in a biometric system where the test body-worn camera was the sensor, with error rates as high as 100% when the body-worn camera wearer was in motion. The general conclusion of this study is that a body-worn camera is not a suitable sensor for a biometric facial recognition system at this time, though advances in camera technology and biometric systems may close the gap in the future.


Purdue Military Research Initiative


Degree Type

  • Doctor of Philosophy


  • Technology Leadership and Innovation

Campus location

  • West Lafayette

Advisor/Supervisor/Committee Chair

Dr. Stephen J. Elliott

Additional Committee Member 2

Dr. J. Eric Dietz

Additional Committee Member 3

Dr. Jeffrey M. Haddad

Additional Committee Member 4

Dr. Kathryn C. Seigfried-Spellar