Averaged Stochastic Optimization for Medical Image Registration Based on Variance Reduction

Wei Sun; Dirk H. J. Poot; Xuan Yang; Wiro J. Niessen; Stefan Klein

doi:10.1007/978-3-319-92258-4_7

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Averaged Stochastic Optimization for Medical Image Registration Based on Variance Reduction

Wei Sun Dirk H. J. Poot Xuan Yang Wiro J. Niessen Stefan Klein

Year: 2018 Lecture notes in computer science Pages: 69-79 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-319-92258-4_7

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Keywords:

Stochastic gradient descent Variance reduction Image registration Rate of convergence Convergence (economics) Computer science Transformation (genetics) Mathematical optimization Constant (computer programming) Algorithm Stochastic optimization Stochastic approximation Image (mathematics) Mathematics Artificial intelligence Statistics Artificial neural network

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Stochastic Gradient Optimization Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Averaged Stochastic Optimization for Medical Image Registration Based on Variance Reduction

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