TY  - JOUR
T1  - Moving Objects Detection Based on Bhattacharyya Distance Measurement
AU - Nafi, Shahad Mahgoob AU - Mahmood, Sawsen Abdulhadi 
JO  - Journal of Engineering and Applied Sciences
VL  - 14
IS  - 12
SP  - 4043
EP  - 4051
PY  - 2019
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2019.4043.4051
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2019.4043.4051
KW  - Bhattacharyya distance
KW  -background subtraction
KW  -object detection
KW  -moving objects
KW  -detection
KW  -experiments
AB  - Motion detection in video sequences is considered as a critical issue in video surveillance system.
the key result of motion detection process is basically aims to extract and track the moving objects by
segmenting the original frame into foreground part (moving objects) and background part in a video sequences.
Practically, the moving objects may exhibit abnormal actions such as steady persons for while then moving.
Meantime, the background may include periodic local actions such as waving arbor. Such intricacies may cause
incorrect detection of moving objects based on the existing background subtraction approaches. In this study,
we present a modified approach for moving objects detection based on Bhattacharyya distance measurement
to detect the interaction between 2 sequence frames in a video sequences captured by static camera taking in
consideration an indoor and outdoor scenes. A modified background subtraction method is adopted to extract
the foreground parts in the video sequences (moving objects). The performance evaluation of the proposed
approach was conducted using different video files taken from public video database with assist of several
performance metrics. The experiments results proved the effectiveness of the proposed approach for moving
objects detection.
ER  -