Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
}
TY - JOUR
T1 - SARIVA
T2 - Smartphone App for Real-time Intelligent Video Analytics
AU - Clarke, Christopher
AU - Angelov, Plamen
AU - Sadeghi Tehran, Pouria
AU - Yusuf, Majid
PY - 2014
Y1 - 2014
N2 - This paper presents the design, implementation and evaluation of a new smartphone application that is capable of real-time object detection using both stationary and moving cameras for embedded systems, particularly, the Android smartphone plaƞorm. A new object detection approach, Optical ORB, is presented which is capable of real-time performance at high definition resolutions on a smartphone. In addition, the developed smartphone application has the ability to connect to a remote server and wirelessly send image frames when moving objects appear in the camera’s field of view; thus, allowing the human operator to only view video frames that are of interest. Evaluation experiments show a capability of achieving real-time performance for high definition (HD) resolution video.
AB - This paper presents the design, implementation and evaluation of a new smartphone application that is capable of real-time object detection using both stationary and moving cameras for embedded systems, particularly, the Android smartphone plaƞorm. A new object detection approach, Optical ORB, is presented which is capable of real-time performance at high definition resolutions on a smartphone. In addition, the developed smartphone application has the ability to connect to a remote server and wirelessly send image frames when moving objects appear in the camera’s field of view; thus, allowing the human operator to only view video frames that are of interest. Evaluation experiments show a capability of achieving real-time performance for high definition (HD) resolution video.
KW - autonomous objects detection
KW - smartphone
KW - mobile application
KW - video analytics
U2 - 10.14313/JAMRIS_4-2014/32
DO - 10.14313/JAMRIS_4-2014/32
M3 - Journal article
VL - 8
SP - 15
EP - 19
JO - Journal of Automation, Mobile Robotics and Intelligent Systems
JF - Journal of Automation, Mobile Robotics and Intelligent Systems
SN - 1897-8649
IS - 4
ER -