Keyword

mean shift

Description: A nonparametric clustering algorithm that iteratively moves points toward modes in an estimated probability distribution.

Primary topic: Video Surveillance and Tracking Methods (36%)

Wikidata ID: wiki/Q6803557

OpenAlex ID: keywords/mean-shift

Mean shift: a robust approach toward feature space analysis

2002 · D. Comaniciu, P. Meer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 11,308

Kernel-based object tracking

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

Mean shift, mode seeking, and clustering

1995 · Yizong Cheng · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,867

Real-time tracking of non-rigid objects using mean shift

2002 · D. Comaniciu, V. Ramesh, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,920

CNVnator: An approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing

2011 · Alexej Abyzov, Alexander E. Urban, et al. · Genome Research · 1,654

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Some methods for testing the homogeneity of rainfall records

1982 · T.A. Buishand · Journal of Hydrology · 1,236

Testing for a Unit Root in a Time Series With a Changing Mean

1990 · Pierre Perron · Journal of Business and Economic Statistics · 1,180

Ensemble Tracking

2007 · Shai Avidan · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,112

Mean shift analysis and applications

1999 · D. Comaniciu, P. Meer · IEEE International Conference on Computer Vision (ICCV) · 996

Quick Shift and Kernel Methods for Mode Seeking

2008 · Andrea Vedaldi, Stefano Soatto · Lecture notes in computer science · 921

Testing and dating of structural changes in practice

2003 · Achim Zeileis, Christian Kleiber, et al. · Computational Statistics & Data Analysis · 815

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Mean-shift blob tracking through scale space

2003 · R.T. Collins · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 802

Robust analysis of feature spaces: color image segmentation

2002 · D. Comaniciu, P. Meer · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 679

Real time face and object tracking as a component of a perceptual user interface

2002 · G.R. Bradski · Proceedings · 627

Object tracking using SIFT features and mean shift

2008 · Huiyu Zhou, Yuan Yuan, et al. · Computer Vision and Image Understanding · 599

Least Squares Estimation of a Shift in Linear Processes

1994 · Jushan Bai · Journal of Time Series Analysis · 494

Robust tracking using local sparse appearance model and K-selection

2011 · Baiyang Liu, Junzhou Huang, et al. · 486

The variable bandwidth mean shift and data-driven scale selection

2002 · D. Comaniciu, V. Ramesh, et al. · IEEE International Conference on Computer Vision (ICCV) · 421

Spatiograms versus Histograms for Region-Based Tracking

2005 · S.T. Birchfield, S. Rangarajan · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 399

Improved fast gauss transform and efficient kernel density estimation

2003 · Yang, Duraiswami, et al. · IEEE International Conference on Computer Vision (ICCV) · 399

Synergism in low level vision

2003 · C.M. Christoudias, B. Georgescu, et al. · 391

Face alignment through subspace constrained mean-shifts

2009 · Jason M Saragih, Simon Lucey, et al. · IEEE International Conference on Computer Vision (ICCV) · 369

Multiscale Categorical Object Recognition Using Contour Fragments

2008 · J. Shotton, A. Blake, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 332

Ensemble Tracking

2005 · S. Avidan · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 320

Tracking of migrating cells under phase-contrast video microscopy with combined mean-shift processes

2005 · O. Debeir, P. Van Ham, et al. · IEEE Transactions on Medical Imaging · 298

Works count: 3,915

Citation count: 70,080