TY  - JOUR
AU  - Dani Rowe
AU  - Jordi Gonzalez
AU  - Marco Pedersoli
AU  - Juan J. Villanueva
PY  - 2010//
TI  - On Tracking Inside Groups
T2  - MVA
JO  - Machine Vision and Applications
SP  - 113–127
VL  - 21
IS  - 2
PB  - Springer-Verlag
N2  - This work develops a new architecture for multiple-target tracking in unconstrained dynamic scenes, which consists of a detection level which feeds a two-stage tracking system. A remarkable characteristic of the system is its ability to track several targets while they group and split, without using 3D information. Thus, special attention is given to the feature-selection and appearance-computation modules, and to those modules involved in tracking through groups. The system aims to work as a stand-alone application in complex and dynamic scenarios. No a-priori knowledge about either the scene or the targets, based on a previous training period, is used. Hence, the scenario is completely unknown beforehand. Successful tracking has been demonstrated in well-known databases of both indoor and outdoor scenarios. Accurate and robust localisations have been yielded during long-term target merging and occlusions.
SN  - 0932-8092
L1  - http://refbase.cvc.uab.es/files/RGP2010.pdf
UR  - http://dx.doi.org/10.1007/s00138-009-0194-y
N1  - ISE
ID  - Dani Rowe2010
ER  -