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HPCS
2005
IEEE
15 years 12 months ago
High Performance Derivative-Free Optimization Applied to Biomedical Image Registration
Abstract— Optimization of a similarity metric is an essential component in most medical image registration approaches based on image intensities. In this paper, two new, determin...
Mark P. Wachowiak, Terry M. Peters
ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
15 years 12 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
15 years 12 months ago
Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...
Kun Zhang, Zujia Xu, Jing Peng, Bill P. Buckles
ICMCS
2005
IEEE
97views Multimedia» more  ICMCS 2005»
15 years 12 months ago
A computationally efficient 3D shape rejection algorithm
In this paper, we present an efficient 3D shape rejection algorithm for unlabeled 3D markers. The problem is important in domains such as rehabilitation and the performing arts. T...
Yinpeng Chen, Hari Sundaram
ICMCS
2005
IEEE
94views Multimedia» more  ICMCS 2005»
15 years 12 months ago
Deadline-aware scheduling for wireless video streaming
We present a new algorithm for deadline-aware scheduling of video streams over a wireless shared channel, which only requires the computation of a single metric per user and trans...
Günther Liebl, Mark Kalman, Bernd Girod