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114
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TKDE
2002
147views more  TKDE 2002»
15 years 3 days ago
Efficient Global Optimization for Image Registration
Ying Chen, Richard R. Brooks, S. Sitharama Iyengar...
73
Voted
GECCO
2007
Springer
142views Optimization» more  GECCO 2007»
15 years 6 months ago
Improving global numerical optimization using a search-space reduction algorithm
We have developed an algorithm for reduction of search-space, called Domain Optimization Algorithm (DOA), applied to global optimization. This approach can efficiently eliminate ...
Vinicius Veloso de Melo, Alexandre C. B. Delbem, D...
82
Voted
MP
2007
89views more  MP 2007»
14 years 12 months ago
Globally convergent limited memory bundle method for large-scale nonsmooth optimization
Many practical optimization problems involve nonsmooth (that is, not necessarily differentiable) functions of thousands of variables. In the paper [Haarala, Miettinen, M¨akel¨a,...
Napsu Haarala, Kaisa Miettinen, Marko M. Mäke...
ICCV
2007
IEEE
16 years 2 months ago
Globally Optimal Image Segmentation with an Elastic Shape Prior
So far global optimization techniques have been developed independently for the tasks of shape matching and image segmentation. In this paper we show that both tasks can in fact b...
Thomas Schoenemann, Daniel Cremers
111
Voted
ICIP
2007
IEEE
16 years 2 months ago
Globally Optimal Multimodal Rigid Registration: An Analytic Solution using Edge Information
Current multimodal registration methods almost always rely on local gradient-descent type optimization strategies. Such registration methods often converge to an incorrect local o...
Jeff Orchard