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ICCV
2011
IEEE
12 years 10 months ago
3D Scene Flow Estimation with a Rigid Motion Prior
We present an approach to 3D scene flow estimation, which exploits that in realistic scenarios image motion is frequently dominated by observer motion and independent, but rigid ...
Christoph Vogel, Stefan Roth, Konrad Schindler
PAKDD
2009
ACM
94views Data Mining» more  PAKDD 2009»
14 years 4 months ago
When does Co-training Work in Real Data?
Co-training, a paradigm of semi-supervised learning, may alleviate effectively the data scarcity problem (i.e., the lack of labeled examples) in supervised learning. The standard ...
Charles X. Ling, Jun Du, Zhi-Hua Zhou
ICSE
2004
IEEE-ACM
14 years 10 months ago
DiscoTect: A System for Discovering Architectures from Running Systems
One of the challenging problems for software developers is guaranteeing that a system as built is consistent with its architectural design. In this paper we describe a technique t...
Hong Yan, David Garlan, Bradley R. Schmerl, Jonath...
ECML
2005
Springer
14 years 3 months ago
Estimation of Mixture Models Using Co-EM
We study estimation of mixture models for problems in which multiple views of the instances are available. Examples of this setting include clustering web pages or research papers ...
Steffen Bickel, Tobias Scheffer
HLK
2003
IEEE
14 years 3 months ago
Extraction, matching and pose recovery based on dominant rectangular structures
Man-made environments possess many regularities which can be efficiently exploited for image based rendering as well as robotic visual navigation and localization tasks. In this ...
Wei Zhang, Jana Kosecká