TY - GEN
T1 - Abandoned object detection in complicated environments
AU - Muchtar, Kahlil
AU - Lin, Chih Yang
AU - Kang, Li Wei
AU - Yeh, Chia Hung
PY - 2013
Y1 - 2013
N2 - In video surveillance, tracking-based approaches are very popular especially for detecting abandoned objects in public areas. Once the object has been tracked, the object status can be further classified as removed or abandoned. However, some shortcomings were found on tracking-based approaches, e.g. illumination changes and occlusion. Therefore, in this paper, an alternative approach to detect abandoned objects is proposed by incorporating background modeling and Markov model. In addition the shadow removal is employed to rectify detected objects and obtain more accurate results. The experimental results show that the proposed scheme is better than other methods in terms of accuracy and correctness.
AB - In video surveillance, tracking-based approaches are very popular especially for detecting abandoned objects in public areas. Once the object has been tracked, the object status can be further classified as removed or abandoned. However, some shortcomings were found on tracking-based approaches, e.g. illumination changes and occlusion. Therefore, in this paper, an alternative approach to detect abandoned objects is proposed by incorporating background modeling and Markov model. In addition the shadow removal is employed to rectify detected objects and obtain more accurate results. The experimental results show that the proposed scheme is better than other methods in terms of accuracy and correctness.
UR - http://www.scopus.com/inward/record.url?scp=84893231302&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84893231302&partnerID=8YFLogxK
U2 - 10.1109/APSIPA.2013.6694206
DO - 10.1109/APSIPA.2013.6694206
M3 - Conference contribution
AN - SCOPUS:84893231302
SN - 9789869000604
T3 - 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013
BT - 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013
T2 - 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013
Y2 - 29 October 2013 through 1 November 2013
ER -