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» Interpolation by geometric algorithm
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ICML
2000
IEEE
16 years 4 days ago
Duality and Geometry in SVM Classifiers
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
Kristin P. Bennett, Erin J. Bredensteiner
131
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I3D
2010
ACM
15 years 8 months ago
Efficient Sparse Voxel Octrees
In this paper we examine the possibilities of using voxel representations as a generic way for expressing complex and feature-rich geometry on current and future GPUs. We present ...
Samuli Laine, Tero Karras
CVPR
2010
IEEE
15 years 7 months ago
Dense Non-rigid Surface Registration Using High-Order Graph Matching
In this paper, we propose a high-order graph matching formulation to address non-rigid surface matching. The singleton terms capture the geometric and appearance similarities (e.g...
Yun Zeng, Chaohui Wang, Yang Wang, Xianfeng Gu, Di...
CIARP
2009
Springer
15 years 5 months ago
Finding Images with Similar Lighting Conditions in Large Photo Collections
When we look at images taken from outdoor scenes, much of the information perceived is due to the ligthing conditions. In these scenes, the solar beams interact with the atmosphere...
Mauricio Díaz, Peter F. Sturm
CVPR
2008
IEEE
15 years 5 months ago
Learning a geometry integrated image appearance manifold from a small training set
While low-dimensional image representations have been very popular in computer vision, they suffer from two limitations: (i) they require collecting a large and varied training se...
Yilei Xu, Amit K. Roy Chowdhury