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» Efficient Learning of Relational Object Class Models
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UAI
2004
15 years 4 months ago
Recovering Articulated Object Models from 3D Range Data
We address the problem of unsupervised learning of complex articulated object models from 3D range data. We describe an algorithm whose input is a set of meshes corresponding to d...
Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang,...
ICMCS
2009
IEEE
132views Multimedia» more  ICMCS 2009»
15 years 26 days ago
Video face recognition with graph-based semi-supervised learning
We consider the problem of classification of multiple observations of the same object, possibly under different transformations. We view this problem as a special case of semi-sup...
Effrosini Kokiopoulou, Pascal Frossard
VMV
2008
107views Visualization» more  VMV 2008»
15 years 4 months ago
Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...
Erik Rodner, Joachim Denzler
VIIP
2001
15 years 4 months ago
View-dependent Deformation for Virtual Human Modeling from Silhouettes
The primary objective of this research work is to develop an efficient and intuitive deformation technique for virtual human modeling by silhouettes input. With our method, the re...
Charlie C. L. Wang, Yu Wang 0010, Matthew Ming-Fai...
ICDE
2003
IEEE
145views Database» more  ICDE 2003»
16 years 4 months ago
PXML: A Probabilistic Semistructured Data Model and Algebra
Despite the recent proliferation of work on semistructured data models, there has been little work to date on supporting uncertainty in these models. In this paper, we propose a m...
Edward Hung, Lise Getoor, V. S. Subrahmanian