Catch UAVs That Want To Watch You: Detection and Tracking of Unmanned Aerial Vehicle in the Wild and Anti-UAV Challenge

Unmanned Aerial Vehicle Visual Detection and Tracking Using Deep Neural Networks: A Performance Benchmark

Brian K. S. Isaac-Medina,

Matt Poyser,

Daniel Organisciak,

Chris G. Willcocks,

Toby P. Breckon,

Hubert P. H. Shum

[pdf]

[bibtex]

@InProceedings{Isaac-Medina_2021_ICCV, author = {Isaac-Medina, Brian K. S. and Poyser, Matt and Organisciak, Daniel and Willcocks, Chris G. and Breckon, Toby P. and Shum, Hubert P. H.}, title = {Unmanned Aerial Vehicle Visual Detection and Tracking Using Deep Neural Networks: A Performance Benchmark}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1223-1232} }

Semi-Automatic Annotation for Visual Object Tracking

Kutalmis Gokalp Ince,

Aybora Koksal,

Arda Fazla,

A. Aydin Alatan

[pdf] [arXiv]

[bibtex]

@InProceedings{Ince_2021_ICCV, author = {Ince, Kutalmis Gokalp and Koksal, Aybora and Fazla, Arda and Alatan, A. Aydin}, title = {Semi-Automatic Annotation for Visual Object Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1233-1239} }

A Real-Time Anti-Distractor Infrared UAV Tracker With Channel Feature Refinement Module

Houzhang Fang,

Xiaolin Wang,

Zikai Liao,

Yi Chang,

Luxin Yan

[pdf]

[bibtex]

@InProceedings{Fang_2021_ICCV, author = {Fang, Houzhang and Wang, Xiaolin and Liao, Zikai and Chang, Yi and Yan, Luxin}, title = {A Real-Time Anti-Distractor Infrared UAV Tracker With Channel Feature Refinement Module}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1240-1248} }

A Unified Approach for Tracking UAVs in Infrared.

Jinjian Zhao,

Xiaohan Zhang,

Pengyu Zhang

[pdf]

[bibtex]

@InProceedings{Zhao_2021_ICCV, author = {Zhao, Jinjian and Zhang, Xiaohan and Zhang, Pengyu}, title = {A Unified Approach for Tracking UAVs in Infrared.}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1213-1222} }

SiamSTA: Spatio-Temporal Attention Based Siamese Tracker for Tracking UAVs

Bo Huang,

Junjie Chen,

Tingfa Xu,

Ying Wang,

Shenwang Jiang,

Yuncheng Wang,

Lei Wang,

Jianan Li

[pdf]

[bibtex]

@InProceedings{Huang_2021_ICCV, author = {Huang, Bo and Chen, Junjie and Xu, Tingfa and Wang, Ying and Jiang, Shenwang and Wang, Yuncheng and Wang, Lei and Li, Jianan}, title = {SiamSTA: Spatio-Temporal Attention Based Siamese Tracker for Tracking UAVs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1204-1212} }