TY - GEN
T1 - Human detection using mobile embedded smart cameras
AU - He, Li
AU - Wang, Youlu
AU - Velipasalar, Senem
AU - Gursoy, M. Cenk
PY - 2011
Y1 - 2011
N2 - Embedded smart cameras are stand-alone units that combine sensing and processing on a single embedded platform. They allow flexibility in camera placement, and provide mobility without being dependent on wired links. On the other hand, detecting and tracking objects from videos captured by mobile cameras is a very challenging task even on powerful computers. Since embedded smart cameras have very limited processing power, memory and energy, the challenge becomes even bigger. In this paper, we present a person detection system using an embedded smart camera mounted on a remote-controlled car. We employ histogram of oriented gradients (HOG) for detection, and present the performance results obtained on these resource-constrained environments. The example application is patrolling hallways in a building to detect people.
AB - Embedded smart cameras are stand-alone units that combine sensing and processing on a single embedded platform. They allow flexibility in camera placement, and provide mobility without being dependent on wired links. On the other hand, detecting and tracking objects from videos captured by mobile cameras is a very challenging task even on powerful computers. Since embedded smart cameras have very limited processing power, memory and energy, the challenge becomes even bigger. In this paper, we present a person detection system using an embedded smart camera mounted on a remote-controlled car. We employ histogram of oriented gradients (HOG) for detection, and present the performance results obtained on these resource-constrained environments. The example application is patrolling hallways in a building to detect people.
UR - http://www.scopus.com/inward/record.url?scp=80055119367&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80055119367&partnerID=8YFLogxK
U2 - 10.1109/ICDSC.2011.6042924
DO - 10.1109/ICDSC.2011.6042924
M3 - Conference contribution
AN - SCOPUS:80055119367
SN - 9781457717086
T3 - 2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011
BT - 2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011
T2 - 2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011
Y2 - 22 August 2011 through 25 August 2011
ER -