Discrete Optimization In Biomedical Image Analysis Methodologies And Applications

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Energy minimization in medical image analysis: …

https://pubmed.ncbi.nlm.nih.gov/26186171/

In the past two decades, a variety of optimization schemes have been developed. In this paper, we present a comprehensive survey of the state-of-the-art optimization approaches. These algorithms are mainly classified into two categories: continuous method and discrete method. The former includes Newton-Raphson method, gradient descent method, conjugate gradient method, proximal gradient method, coordinate descent method, and genetic algorithm-based method, while the latter covers graph cuts ...

Energy minimization in medical image analysis: …

https://onlinelibrary.wiley.com/doi/10.1002/cnm.2733

Energy minimization is of particular interest in medical image analysis. In the past two decades, a variety of optimization schemes have been developed. In this paper, …

Computational techniques in biomedical image analysis: …

https://www.sciencedirect.com/science/article/pii/B9780128200247000013

An overview of the mentioned imaging modalities and computational techniques in various image applications such as preprocessing, segmentation, …

Energy minimization in medical image analysis: …

https://onlinelibrary.wiley.com/doi/full/10.1002/cnm.2733

These optimization techniques are widely used in many medical applications, for example, image segmentation, registration, reconstruction, motion …

Energy Minimization in Medical Image Analysis: …

http://csvision.swan.ac.uk/uploads/Site/Publication/Feng-IJNMBE.pdf

Energy Minimization in Medical Image Analysis: Methodologies & Applications Feng Zhao and Xianghua Xie Department of Computer Science, Swansea University, …

Energy minimization in medical image analysis: …

https://www.researchgate.net/publication/280117034_Energy_minimization_in_medical_image_analysis_Methodologies_and_applications

These optimization techniques are widely used in many medical applications, e.g., image segmentation, registration, reconstruction, motion tracking, …

Application of Multiobjective Optimization Techniques in …

https://link.springer.com/chapter/10.1007/978-981-13-1471-1_8

Multiobjective optimization methods in image analysis are one of the active research domains in the current years. These methods are used for the decision …

Discrete Optimization in Image Processing - Uppsala University

http://user.it.uu.se/~gusbj192/NordConsNet/Strand_nordconsnet17.pdf

Discrete optimization in image processing • Graph G V E , where V is a set of vertices and E is a set of edges. • Labeling problem 𝑓𝑓: V L , where L is a set of labels. • A class of …

Biomedical Image Analysis: Methodologies And …

https://www.researchgate.net/publication/245022329_Biomedical_Image_Analysis_Methodologies_And_Applications

Request PDF | Biomedical Image Analysis: Methodologies And Applications | Biomedical image analysis has become a major aspect of engineering …