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ICIP
2006
IEEE

200views Image Processing» more ICIP 2006»

Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data

14 years 9 months ago

We introduce a class of robust non-parametric estimation methods which are ideally suited for the reconstruction of signals and images from noise-corrupted or sparsely collected s...

Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar

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25

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IJON
2010

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Robust object tracking using a spatial pyramid heat kernel structural information representation

13 years 6 months ago

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In this paper, we propose an object tracking framework based on a spatial pyramid heat kernel structural information representation. In the tracking framework, we take advantage o...

Xi Li, Weiming Hu, Hanzi Wang, Zhongfei Zhang

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22

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ECCV
2002
Springer

247views Computer Vision» more ECCV 2002»

Robust Computer Vision through Kernel Density Estimation

14 years 9 months ago

Download www.caip.rutgers.edu

Abstract. Two new techniques based on nonparametric estimation of probability densities are introduced which improve on the performance of equivalent robust methods currently emplo...

Haifeng Chen, Peter Meer

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24

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ICIP
2006
IEEE

176views Image Processing» more ICIP 2006»

Robust Kernel-Based Tracking using Optimal Control

14 years 9 months ago

Download www.ece.uic.edu

Although more efficient in computation compared to other tracking approaches such as particle filtering, the kernel-based tracking suffers from the "singularity" problem...

Wei Qu, Dan Schonfeld

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19

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SCIA
2005
Springer

89views Image Analysis» more SCIA 2005»

The Tangent Kernel Approach to Illumination-Robust Texture Classification

14 years 1 months ago

Download ict.ewi.tudelft.nl

Serguei Verzakov, Pavel Paclík, Robert P. W...

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