APA 6th Edition Saadian, F. (2017). Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models. Tehnički vjesnik, 24 (3), 809-816. https://doi.org/10.17559/TV-20151005211208
MLA 8th Edition Saadian, Fatemeh. "Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models." Tehnički vjesnik, vol. 24, br. 3, 2017, str. 809-816. https://doi.org/10.17559/TV-20151005211208. Citirano 25.02.2021.
Chicago 17th Edition Saadian, Fatemeh. "Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models." Tehnički vjesnik 24, br. 3 (2017): 809-816. https://doi.org/10.17559/TV-20151005211208
Harvard Saadian, F. (2017). 'Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models', Tehnički vjesnik, 24(3), str. 809-816. https://doi.org/10.17559/TV-20151005211208
Vancouver Saadian F. Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models. Tehnički vjesnik [Internet]. 2017 [pristupljeno 25.02.2021.];24(3):809-816. https://doi.org/10.17559/TV-20151005211208
IEEE F. Saadian, "Object tracking in videos by evolutionary clustering and locally linear neuro-fuzzy models", Tehnički vjesnik, vol.24, br. 3, str. 809-816, 2017. [Online]. https://doi.org/10.17559/TV-20151005211208
APA 6th Edition Saadian, F. (2017). Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela. Tehnički vjesnik, 24 (3), 809-816. https://doi.org/10.17559/TV-20151005211208
MLA 8th Edition Saadian, Fatemeh. "Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela." Tehnički vjesnik, vol. 24, br. 3, 2017, str. 809-816. https://doi.org/10.17559/TV-20151005211208. Citirano 25.02.2021.
Chicago 17th Edition Saadian, Fatemeh. "Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela." Tehnički vjesnik 24, br. 3 (2017): 809-816. https://doi.org/10.17559/TV-20151005211208
Harvard Saadian, F. (2017). 'Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela', Tehnički vjesnik, 24(3), str. 809-816. https://doi.org/10.17559/TV-20151005211208
Vancouver Saadian F. Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela. Tehnički vjesnik [Internet]. 2017 [pristupljeno 25.02.2021.];24(3):809-816. https://doi.org/10.17559/TV-20151005211208
IEEE F. Saadian, "Praćenje predmeta u video snimkama pomoću modela evolucijskog grupiranja i lokalno linearnih neuro-fuzzy modela", Tehnički vjesnik, vol.24, br. 3, str. 809-816, 2017. [Online]. https://doi.org/10.17559/TV-20151005211208
Sažetak In this paper a new method based on evolutionary clustering and locally linear neuro-fuzzy (LLNF) models is proposed for the problem of object tracking in videos. This approach utilizes clustering on color feature space to obtain a model of object which is given at the initial frame. To achieve the optimal clustering, evolutionary optimization methods are used. Based on the results of clustering, parameters of LLNF model is determined so it can be used as an identifier of object during the real time video streaming. To track the object, a swarm of weighted evolving linear models are used to estimate the location and size of the object at next frame based on its current and previous states. The performance of the proposed method is evaluated on a benchmark data set and compared to other methods performed on the same data set. The results show that the accuracy of the proposed method is superior to previous methods.