Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking

Abstract: 

In this paper, we propose complex form of local orientation plane (Comp-LOP) for object tracking. Comp-LOP is a simple but effective descriptor, which is robust to occlusion for object tracking. It effectively considers spatiotemporal relationship between the target and its surrounding regions in a correlation filter framework by the complex form, which successfully deals with the heavy occlusion problem. Moreover, scale estimation is performed to treat target scale variations for improving tracking accuracy. Besides, an appropriate size of the search region is determined without any manual adjustment by computing the entropy ratio of the target to background. Experimental results show that the proposed method achieves good performance in object tracking in terms of efficiency, accuracy, and robustness.
Index Terms— Object tracking, correlation filter, complex form, entropy, occlusion, scale estimation.

up
0 users have voted:

Paper Details

Authors:
Submitted On:
12 September 2017 - 10:06am
Short Link:
Type:
Presentation Slides
Event:

Document Files

ICIP2017_CompLOP_final.pdf

(9 downloads)

Subscribe

[1] , "Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1906. Accessed: Sep. 19, 2017.
@article{1906-17,
url = {http://sigport.org/1906},
author = { },
publisher = {IEEE SigPort},
title = {Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking},
year = {2017} }
TY - EJOUR
T1 - Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking
AU -
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1906
ER -
. (2017). Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking. IEEE SigPort. http://sigport.org/1906
, 2017. Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking. Available at: http://sigport.org/1906.
. (2017). "Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking." Web.
1. . Comp-LOP: Complex Form of Local Orientation Plane for Object Tracking [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1906