Results 11 to 20 of about 2,533,249 (165)
A level set method for ductile fracture [PDF]
Proceedings of the 12th ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2013 We utilize the shape derivative of the classical Griffith's energy in a level set method for the simulation of dynamic ductile fracture. The level set is defined in the undeformed configuration of the object, and its evolution is designed to represent a transition from undamaged to failed material.
Jan Hegemann +3 more
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Contextual Level-Set Method for Breast Tumor Segmentation
IEEE Access, 2020 Breast ultrasound image segmentation is the foundation of the diagnosis and treatment of breast cancer. The level set method is widely used for medical image segmentation.
Sumaira Hussain +7 more
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Interactive Object Segmentation Algorithm Based on Level Set Method [PDF]
Jisuanji gongcheng, 2016 This paper focuses on an object segmentation algorithm based on the interactive information as the prior knowledge between user and system,and then proposes a level set object segmentation algorithm based on improved speed function.It improves speed ...
Pak Chun-hyok,ZHAO Hai,ZHU Hongbo,XU Jiuqiang
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A Variational Level Set Image Segmentation Method via Fractional Differentiation
Fractal and Fractional, 2022 To solve the issues with conventional level set segmentation algorithms, which are sensitive to the initial contours and less noise-resistant, a segmentation model based on the coupling of texture information and structural information is developed.
Xiangguo Liu +5 more
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First-break picking technology based on level set method and U-Net
矿业科学学报, 2022 In order to solve the discontinuous problems in the seismic first-break breaking using the U-Net network, a variantone based on level set method is proposed.
Li Yang, He Dengke
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Multiphase Image Segmentation Method Based on One Level Set Function [PDF]
Jisuanji gongcheng, 2018 When using multiple feature functions to mark different regions for image segmentation,it is necessary to find extreme values for multiple functions,resulting in the increase in computation.Aiming at this problem,a method of multi-level set marking by ...
ZHAO Ruixue,PAN Zhenkuan,HOU Guojia,LIU Cunliang
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Some numerical aspects of the level set method
Mathematical Modelling and Analysis, 1998 Many practical applications imply the solution of free boundary value problems. If the free boundary is complex and can change its topology, it will be hard to solve such problems numerically.
Mathias Moog +2 more
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Deep level-set method for Stefan problems
Journal of Computational Physics, 2023 We propose a level-set approach to characterize the region occupied by the solid in Stefan problems with and without surface tension, based on their recent probabilistic reformulation. The level-set function is parameterized by a feed-forward neural network, whose parameters are trained using the probabilistic formulation of the Stefan growth condition.
Mykhaylo Shkolnikov +2 more
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Deep Convolutional Level Set Method for Image Segmentation
Journal of ICT Research and Applications, 2017 Level Set Method is a popular method for image segmentation. One of the problems in Level Set Method is finding the right initial surface parameter, which implicitly affects the curve evolution and ultimately the segmentation result.
Agustinus Kristiadi, Pranowo Pranowo
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A Hybrid Semantic Segmentation Based on Level-Set Evolution Driven by Fully Convolutional Networks
IEEE Access, 2021 Semantic segmentation network is one successful deep architecture for understanding key foregrounds. The fully convolutional networks (FCNs) can learn the regional masks by composing layered representations coarse-to-fine.
Meng Wang, Yi Ma, Fan Li, Zhengbing Guo
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