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ICCV
2007
IEEE
16 years 7 months ago
Non-Linear Beam Model for Tracking Large Deformations
In this paper we investigate physics-based plane beam model, frequently used in mechanical and civil engineering, to track large non-linear deformations in images. Such models do ...
Slobodan Ilic, Pascal Fua
ICML
2007
IEEE
16 years 5 months ago
Revisiting probabilistic models for clustering with pair-wise constraints
We revisit recently proposed algorithms for probabilistic clustering with pair-wise constraints between data points. We evaluate and compare existing techniques in terms of robust...
Blaine Nelson, Ira Cohen
ICASSP
2008
IEEE
15 years 11 months ago
Video denoising using a spatiotemporal statistical model of wavelet coefficients
We propose a video denoising algorithm based on a spatiotemporal Gaussian scale mixture (ST-GSM) model in the wavelet transform domain. This model simultaneously captures local co...
Gijesh Varghese, Zhou Wang
146
Voted
ICPR
2008
IEEE
15 years 11 months ago
A probabilistic model for classifying segmented images
In this work we introduce a probabilistic model for classifying segmented images. The proposed classifier is very general and it can deal both with images that were segmented wit...
Liang Wu, Predrag Neskovic, Leon N. Cooper
ECBS
2007
IEEE
149views Hardware» more  ECBS 2007»
15 years 11 months ago
Component-Based System Integration via (Meta)Model Composition
This paper provides three contributions to the study of functional integration of distributed enterprise systems. First, we describe the challenges associated with functionally in...
Krishnakumar Balasubramanian, Douglas C. Schmidt, ...