The paper addresses some challenges pertaining to the methods for tracking of objects in multi-camera systems. The tracking methods related to a single Field of Vision (FOV) are quite different from inter-camera tracking, especially in case of non-overlapping FOVs. In this case, the processing is directed to determine the probability of a particular object’s identity seen in a pair of cameras in the presence of places non-observed by any camera, thus an object can disappear in one observed region and then re-appear in another one. A methodology for evaluation of the introduced re-identification method is presented in the paper. Problems related to the preparation of the ground-truth database and to the impact of a single-camera tracking on the efficiency of the re-identification algorithm are discussed.
Authors
Additional information
- DOI
- Digital Object Identifier link open in new tab 10.1007/978-3-319-69911-0_8
- Category
- Publikacja monograficzna
- Type
- rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
- Language
- angielski
- Publication year
- 2017
