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» Improving Random Walk Performance
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CVPR
2012
IEEE
12 years 7 days ago
Mode-seeking on graphs via random walks
Mode-seeking has been widely used as a powerful data analysis technique for clustering and filtering in a metric feature space. We introduce a versatile and efficient modeseekin...
Minsu Cho, Kyoung Mu Lee
PAMI
2006
440views more  PAMI 2006»
13 years 9 months ago
Random Walks for Image Segmentation
Abstract-- A novel method is proposed for performing multilabel, interactive image segmentation. Given a small number of pixels with user-defined (or pre-defined) labels, one can a...
Leo Grady
SDM
2012
SIAM
278views Data Mining» more  SDM 2012»
12 years 6 days ago
Legislative Prediction via Random Walks over a Heterogeneous Graph
In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we first convert roll call data, i.e. the recorded votes a...
Jun Wang, Kush R. Varshney, Aleksandra Mojsilovic
CVPR
2009
IEEE
14 years 4 months ago
Random walks on graphs to model saliency in images
We formulate the problem of salient region detection in images as Markov random walks performed on images represented as graphs. While the global properties of the image are extra...
Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan
ISCAS
2006
IEEE
124views Hardware» more  ISCAS 2006»
14 years 3 months ago
A 12-bit 300 MHz CMOS DAC for high-speed system applications
—This paper describes a 12-bit 300 MHz CMOS DAC for high-speed system applications. The proposed DAC consists of a unit current-cell matrix for 8 MSBs and a binaryweighted array ...
Weining Ni, Xueyang Geng, Yin Shi, Foster F. Dai