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ICCV
2007
IEEE
16 years 28 days ago
Laplacian PCA and Its Applications
Dimensionality reduction plays a fundamental role in data processing, for which principal component analysis (PCA) is widely used. In this paper, we develop the Laplacian PCA (LPC...
Deli Zhao, Zhouchen Lin, Xiaoou Tang
ACIVS
2007
Springer
16 years 24 days ago
Descriptor-Free Smooth Feature-Point Matching for Images Separated by Small/Mid Baselines
Abstract. Most existing feature-point matching algorithms rely on photometric region descriptors to distinct and match feature points in two images. In this paper, we propose an e...
Ping Li, Dirk Farin, Rene Klein Gunnewiek, Peter H...
CVPR
2006
IEEE
16 years 20 days ago
Scalable Recognition with a Vocabulary Tree
A recognition scheme that scales efficiently to a large number of objects is presented. The efficiency and quality is exhibited in a live demonstration that recognizes CD-covers...
David Nistér, Henrik Stewénius
ICPR
2006
IEEE
16 years 19 days ago
An Iterative Algorithm for Segmentation of Isolated Handwritten Words in Gurmukhi Script
Segmentation of handwritten text in Gurmukhi script is an uphill task primarily because of the structural features of the script and varied writing styles. The presence of a horiz...
Dharam Veer Sharma, Gurpreet Singh Lehal
ICCV
2005
IEEE
16 years 6 days ago
Fusing Points and Lines for High Performance Tracking
This paper addresses the problem of real-time 3D modelbased tracking by combining point-based and edge-based tracking systems. We present a careful analysis of the properties of t...
Edward Rosten, Tom Drummond