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Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook [article]

Sajid Javed, Martin Danelljan, Fahad Shahbaz Khan, Muhammad Haris Khan, Michael Felsberg, Jiri Matas
2021 arXiv   pre-print
Accurate and robust visual object tracking is one of the most challenging and fundamental computer vision problems.  ...  Following the rapid evolution of visual object tracking in the last decade, this survey presents a systematic and thorough review of more than 90 DCFs and Siamese trackers, based on results in nine tracking  ...  “The eighth visual object tracking vot2020 challenge results,” in ECCV- [101] G. A.  ... 
arXiv:2112.02838v1 fatcat:nsre4b5uafeopjb37go6c3obwu

Is First Person Vision Challenging for Object Tracking? [article]

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni
2021 arXiv   pre-print
Our results show that object tracking in FPV is challenging, which suggests that more research efforts should be devoted to this problem so that tracking could benefit FPV tasks.  ...  Visual tracking solutions available in the computer vision literature have significantly improved their performance in the last years for a large variety of target objects and tracking scenarios.  ...  The eighth visual object track- Dong, Yuting Ye, Lingling Tao, Chengde Wan, and Robert ing vot2020 challenge results.  ... 
arXiv:2108.13665v1 fatcat:hexje3x6t5cdpbmj4l26m5h3lq