regularization

英

美

网络  规范化; 正则; 规则化调整; 正则化; 规则化

复数：regularizations　

COCA.37553

英英释义

noun

• the act of bringing to uniformity
  Synonym:regulationregularisation
• the condition of having been made regular (or more regular)
  Synonym:regularisation

双语例句

• Most problems in image restoration are ill-posed, so regularization technique is needed to restrict the problems.
  大多数图像复原问题都具有病态性质，需要利用正则化技术对问题加以约束。
• Tikhonov Regularization for Solving Ill-posed Problems
  Tikhonov正则法在解决不适定问题的应用
• The regularization method that has been widely used in image restoration is adopted for solving ill-conditionness of the inverse problem.
  引入了图像恢复领域广泛采用的规则化方法用于处理逆问题中的奇异性问题；
• Solving the Regularization Parameters Based on Genetic Algorithms and the Generalized Cross-Validation Criterion
  基于遗传算法和广义交叉原理求解正则参数
• Application of discrete regularization method in inverse problem of determining unknown source term in one-dimensional heat conduction equation;
  就一类典型的抛物型问题&热传导方程，研究矩形网格上质量集中有限元方法的有关性质。
• A super-resolution algorithm based on L1 norm and total variation ( TV) regularization is proposed.
  提出了一种基于L1范数和总变分规整化的超分辨率图像重建算法。
• A Super-Resolution Image Reconstruction Algorithm and Its Implementation Based on Regularization
  基于正则化的超分辨率图像重建方法及其实现
• It has pointed out that the generalization ability of neural network can be improved by using network optimization and regularization methods.
  神经网络泛化能力的提高可通过神经网络结构的优化和正则化等方法加以实现。
• The techniques include extracting image edges, fitting a curve and pattern regularization.
  它包括图像边缘提取、曲线拟合、图形规则化等几部分。
• Nonlinear Implicit Iterative Method and Regularization GMRES Method for Solving Ill-posed Problems
  求解不适定问题的非线性隐式迭代法和正则化GMRES方法