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175
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TSMC
2010
14 years 10 months ago
Distance Approximating Dimension Reduction of Riemannian Manifolds
We study the problem of projecting high-dimensional tensor data on an unspecified Riemannian manifold onto some lower dimensional subspace1 without much distorting the pairwise geo...
Changyou Chen, Junping Zhang, Rudolf Fleischer
238
Voted
SDM
2011
SIAM
370views Data Mining» more  SDM 2011»
14 years 6 months ago
Sparse Latent Semantic Analysis
Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....
CGF
2007
157views more  CGF 2007»
15 years 3 months ago
Mesh Segmentation via Spectral Embedding and Contour Analysis
We propose a mesh segmentation algorithm via recursive bisection where at each step, a sub-mesh embedded in 3D is first spectrally projected into the plane and then a contour is ...
Rong Liu, Hao Zhang 0002
129
Voted
IV
2000
IEEE
112views Visualization» more  IV 2000»
15 years 8 months ago
Evaluating Visualizations Based on the Performed Task
This paper describes an ongoing project with the goal of designing and implementing a method to evaluate visualizations based on the tasks supported. The method evaluates time to ...
Octavio Juarez Espinosa, Chris Hendrickson, James ...
114
Voted
ICVGIP
2004
15 years 5 months ago
Geometric Structure Computation from Conics
This paper presents several results on images of various configurations of conics. We extract information about the plane from single and multiple views of known and unknown conic...
Pawan Kumar Mudigonda, C. V. Jawahar, P. J. Naraya...