# Mean shift

## Papers overview

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Highly Cited

2010

Highly Cited

2010

- International Journal of Computer Vision
- 2010

Deformable model fitting has been actively pursued in the computer vision community for over a decade. As a result, numerous… (More)

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Highly Cited

2009

Highly Cited

2009

- Computer Vision and Image Understanding
- 2009

Proposed method – Object tracking using mean shift/SIFT strategy • Using SIFT feature − Corresponding region of interests… (More)

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Highly Cited

2008

Highly Cited

2008

- International Journal of Computer Vision
- 2008

The original mean shift algorithm is widely applied for nonparametric clustering in vector spaces. In this paper we generalize it… (More)

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Highly Cited

2007

Highly Cited

2007

- IEEE Transactions on Pattern Analysis and Machine…
- 2007

The mean-shift algorithm, based on ideas proposed by Fukunaga and Hosteller, is a hill-climbing algorithm on the density defined… (More)

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Highly Cited

2005

Highly Cited

2005

- IEEE Computer Society Conference on Computer…
- 2005

The mean shift algorithm has achieved considerable success in object tracking due to its simplicity and robustness. It finds… (More)

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Highly Cited

2005

Highly Cited

2005

- IEEE Transactions on Pattern Analysis and Machine…
- 2005

We build on the current understanding of mean shift as an optimization procedure. We demonstrate that, in the case of piecewise… (More)

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Highly Cited

2003

Highly Cited

2003

- CVPR
- 2003

The mean-shift algorithm is an efficient technique for tracking 2D blobs through an image. Although the scale of the mean-shift… (More)

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Highly Cited

2002

Highly Cited

2002

- IEEE Trans. Pattern Anal. Mach. Intell.
- 2002

A general nonparametric technique is proposed for the analysis of a complex multimodal feature space and to delineate arbitrarily… (More)

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Highly Cited

2000

Highly Cited

2000

- CVPR
- 2000

A new method for r eal-time tracking of non-rigid objects seen from a moving camera is proposed. The central computational module… (More)

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Highly Cited

1995

Highly Cited

1995

- IEEE Trans. Pattern Anal. Mach. Intell.
- 1995

Mean shift, a simple iterative procedure that shifts each data point to the average of data points in its neighborhood, is… (More)

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