Search Results for author: Filiz Gurkan

Found 2 papers, 1 papers with code

TDIOT: Target-driven Inference for Deep Video Object Tracking

1 code implementation19 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.

Object object-detection +3

Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking

no code implementations30 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.

Benchmarking Instance Segmentation +4

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