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MCS
2009
Springer
15 years 2 months ago
Regularized Linear Models in Stacked Generalization
Abstract. Stacked generalization is a flexible method for multiple classifier combination; however, it tends to overfit unless the combiner function is sufficiently smooth. Prev...
Samuel Robert Reid, Gregory Z. Grudic
DAC
2009
ACM
15 years 10 months ago
Speculation in elastic systems
Speculation is a well-known technique for increasing parallelism of the microprocessor pipelines and hence their performance. While implementing speculation in modern design pract...
Marc Galceran Oms, Jordi Cortadella, Michael Kishi...
75
Voted
CVBIA
2005
Springer
15 years 3 months ago
Elastic Interaction Models for Active Contours and Surfaces
In this paper, we propose a new framework for active contour and surface models. Based on the concepts of the elastic interaction between line defects in solids, this framework de...
Albert C. S. Chung, Yang Xiang, Jian Ye, Max W. K....
ICPR
2008
IEEE
15 years 3 months ago
Joint segmentation and registration of elastically deformable objects
We present a new approach to the general problem of template-based segmentation, detection, and registration. This joint problem is highly nonlinear and high dimensional, due to t...
Gilad Cohen, Joseph M. Francos, Rami Hagege
117
Voted
CVPR
2009
IEEE
16 years 4 months ago
Implicit Elastic Matching with Random Projections for Pose-variant Face Recognition
We present a new approach to robust pose-variant face recognition, which exhibits excellent generalization ability even across completely different datasets due to its weak depe...
John Wright (University of Illinois), Gang Hua (Mi...