Recent Tracker Development

paper

• MIL: Boris Babenko, Ming-Hsuan Yang, Serge Belongie. "Visual Tracking with Online Multiple Instance Learning", CVPR(2019). [paper]

• MOSSE: David S. Bolme, J. Ross Beveridge, Bruce A. Draper, Yui Man Lui. "Visual Object Tracking using Adaptive Correlation Filters", ICCV(2010). [paper] [project]

• CSK：João F,Henriques,Rui Caseiro,Pedro Martins,Jorge Batista. "Exploiting the Circulant Structure of Tracking-by-detection with Kernels". ECCV(2012). [paper] [project]

• KCF: João F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista. "High-Speed Tracking with Kernelized Correlation Filters", TPAMI (2015). [paper][project]

• CN: Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg ,Joost van de Weijer. "Adaptive Color Attributes for Real-Time Visual Tracking", CVPR (2014).[paper][project]

• STC: Kaihua Zhang, Lei Zhang, Ming-Hsuan Yang, David Zhang. "Fast Tracking via Spatio-Temporal Context Learning", ECCV (2014).[paper][project]

• DSST： Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan and Michael Felsberg. "Accurate Scale Estimation for Robust Visual Tracking", BMVC (2014).[paper][project]

• fDSST: Martin Danelljan, Gustav Häger, Fahad Khan, Michael Felsberg. "Discriminative Scale Space Tracking", TPAMI (2017). [paper][project]

• SAMF：Solis Montero, Andres, Jochen Lang, Robert Laganiere. "Scalable Kernel Correlation Filter with Sparse Feature Integration",ICCV workshop (2015).[paper][github]

• Staple:Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip H.S. Torr. "Staple: Complementary Learners for Real-Time Tracking", CVPR (2016). [paper][project][github]

Visual Tracker Benchmark && Datasets

• OTB2013：Wu Yi, Jongwoo Lim, Ming-Hsuan Yang. "Online Object Tracking: A Benchmark", CVPR (2013). [paper]

• OTB2015：Wu Yi, Jongwoo Lim, Ming-Hsuan Yang. "Object Tracking Benchmark", TPAMI(2015). [paper] [project]

• VOT：[project]

• GOT-10k:Lianghua Huang, Xin Zhao, Kaiqi Huang."GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild".[paper][project]

• TColor-128：Pengpeng Liang, Erik Blasch, Haibin Ling. "Encoding color information for visual tracking: Algorithms and benchmark", TIP(2015). [paper] [project]

• UAV123：Matthias Mueller, Neil Smith, Bernard Ghanem. "A Benchmark and Simulator for UAV Tracking", ECCV(2016). [paper] [project]

Latest research paper

dblp:TPAMI

膜拜大神

• Martin Danelljan-马丁大神
• Luca Bertinetto——Luca Bertinetto's_GitHub
• João F. Henriques
• Ming-Hsuan Yang
• HEscop
• foolwood
• 小小菜鸟一只