1 code implementation • 19 Mar 2021 • Filiz Gurkan, Llukman Cerkezi, Ozgun Cirakman, Bilge Gunsel
For effective video object tracking, object detection is integrated with a data association step performed by either a custom design inference architecture or an end-to-end joint training for tracking purpose.
no code implementations • 30 Dec 2019 • Filiz Gurkan, Bilge Gunsel
We introduce a tracking-by-detection method that integrates a deep object detector with a particle filter tracker under the regularization framework where the tracked object is represented by a sparse dictionary.