Keyword

object tracking

Description: A computer vision task that identifies and follows objects across successive images or video frames.

Primary topic: Video Surveillance and Tracking Methods (48%)

OpenAlex ID: keywords/object-tracking

High-Speed Tracking with Kernelized Correlation Filters

2014 · Joao F. Henriques, Rui Caseiro, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 5,744

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Object tracking

2006 · Alper Yilmaz, Omar Javed, et al. · ACM Computing Surveys · 4,800

Kernel-based object tracking

2003 · D. Comaniciu, V. Ramesh, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 4,559

Fully-Convolutional Siamese Networks for Object Tracking

2016 · Luca Bertinetto, Jack Valmadre, et al. · Lecture notes in computer science · 4,536

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

2020 · Pei Sun, Henrik Kretzschmar, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,387

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Object Tracking Benchmark

2015 · Yi Wu, Jongwoo Lim, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,356

Recurrent Models of Visual Attention

2014 · Mnih, Volodymyr, Heess, Nicolas, et al. · arXiv (Cornell University) · 3,287

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Tracking and data association

1988 · Yaakov Bar‐Shalom · Medical Entomology and Zoology · 3,141

ECO: Efficient Convolution Operators for Tracking

2017 · Martin Danelljan, Goutam Bhat, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,802

Robust Object Tracking with Online Multiple Instance Learning

2010 · B. Babenko, Ming-Hsuan Yang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,006

Staple: Complementary Learners for Real-Time Tracking

2016 · Luca Bertinetto, Jack Valmadre, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,818

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The Interpretation of Visual Motion

1980 · Peter J. Burt, Shimon Ullman · The American Journal of Psychology · 1,760

The Interpretation of Visual Motion

1979 · Shimon Ullman · The MIT Press eBooks · 1,651

Transformer Tracking

2021 · Xin Chen, Bin Yan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,578

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Background and foreground modeling using nonparametric kernel density estimation for visual surveillance

2002 · A. Elgammal, R. Duraiswami, et al. · Proceedings of the IEEE · 1,510

Real-Time Compressive Tracking

2012 · Kaihua Zhang, Lei Zhang, et al. · Lecture notes in computer science · 1,441

Tracking Objects as Points

2020 · Xingyi Zhou, Vladlen Koltun, et al. · Lecture notes in computer science · 1,420

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Robust Fragments-based Tracking using the Integral Histogram

2006 · A. Adam, E. Rivlin, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,399

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review

2013 · Jungong Han, Ling Shao, et al. · IEEE Transactions on Cybernetics · 1,366

Online selection of discriminative tracking features

2005 · R.T. Collins, Yanxi Liu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,208

Siamese Instance Search for Tracking

2016 · Ran Tao, Efstratios Gavves, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,207

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Deep learning for cellular image analysis

2019 · Erick Moen, Dylan Bannon, et al. · Nature Methods · 1,205

Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library

2016 · Adrian Kaehler, Gary Bradski · 1,205

TrackMate 7: integrating state-of-the-art segmentation algorithms into tracking pipelines

2022 · Dmitry Ershov, Minh-Son Phan, et al. · Nature Methods · 1,204

Real-Time Tracking via On-line Boosting

2006 · H. Grabner, M. Grabner, et al. · British Machine Vision Conference (BMVC) · 1,198

Works count: 28,560

Citation count: 318,300