IMAGE DECOMPOSITION, IMAGE RESTORATION, AND TEXTURE MODELING USING TOTAL VARIATION MINIMIZATION AND THE H{sup}(-1) NORM

机译：使用总变化最小化和H {SUP}（ - 1）规范的图像分解，图像恢复和纹理建模

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

We propose a new model for image restoration and decomposition, based on the total variation minimization of Rudin-Osher-Fatemi [8], and on some new techniques by Y. Meyer [5] for oscillatory functions. An initial image f is decomposed into a cartoon part u and a texture or noise part v. The u component is modeled by a function of bounded variation, while the v component by an oscillatory function, with bounded H{sup}(-1) norm. After some transformation, the resulting PDE is of fourth order. The proposed model continues the ideas and techniques previously introduced by the authors in [9]. Image decomposition and denoising numerical results will be shown by the proposed new fourth order nonlinear partial differential equation.

机译：基于Rudin-Osher-Fatemi [8]的总变化最小化，以及Y. Meyer [5]用于振荡功能的一些新技术，提出了一种新的图像恢复和分解模型。初始图像F被分解成卡通部件U和纹理或噪声部分v。U分量由界限变化的函数建模，而V组件由振荡函数，具有界限H {sup}（ - 1）规范。在一些转化之后，所得到的PDE是第四顺序。拟议的模型继续在[9]中的作者之前引入的思想和技术。提出的新的四阶非线性偏微分方程将显示图像分解和去噪数值结果。

著录项

来源
《IEEE International Conference on Image Processing》|2003年||共4页
会议地点
作者
Stanley Osher; Andres Sole; Luminita Vese;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类 TN911.73-53;
关键词

相似文献

外文文献
中文文献
专利

1. Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels [J] . Ng M.K., Yuan X., Zhang W. Image Processing, IEEE Transactions on . 2013,第6期

机译：缺少像素的模糊卡通加纹理图像的耦合变分图像分解和恢复模型
2. Modeling Textures with Total Variation Minimization and Oscillating Patterns in Image Processing [J] . Luminita A. Vese, Stanley J. Osher Journal of Scientific Computing . 2003,第1a3期

机译：在图像处理中使用总变化最小化和振荡模式对纹理建模
3. Restoration and Zoom of Irregularly Sampled, Blurred, and Noisy Images by Accurate Total Variation Minimization with Local Constraints [J] . Andrés Almansa, Vicent Caselles, Gloria Haro, Multiscale modeling & simulation . 2006,第1期

机译：通过局部约束的精确总变化最小化来恢复和缩放不规则采样，模糊和嘈杂的图像
4. IMAGE DECOMPOSITION, IMAGE RESTORATION, AND TEXTURE MODELING USING TOTAL VARIATION MINIMIZATION AND THE H{sup}(-1) NORM [C] . Stanley Osher, Andres Sole, Luminita Vese IEEE International Conference on Image Processing . 2003

机译：使用总变化最小化和H {SUP}（ - 1）规范的图像分解，图像恢复和纹理建模
5. Adaptive total variation minimizing image restoration. [D] . Strong, David Moroni. 1997

机译：自适应总方差最小化图像恢复。
6. A new Mumford–Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction [O] . Bo Chen, Zhaoying Bian, Xiaohui Zhou, -1

机译：一种新的基于Mumford–Shah最小化总变化的稀疏X射线计算机断层摄影图像重建模型
7. (1) An algorithm for total variation minimization: applications to image denoising and image decomposition problems, (2) Total variation minimization and binary energies: algorithms and applications to segmentation and interface evolution problems [O] . Chambolle Antonin 2006

机译：（1）最小化总变异的算法：在图像去噪和图像分解问题中的应用；（2）最小化总变异和二元能量：在分割和界面演化问题中的算法和应用
8. Total Variation Based Image Cartoon-Texture Decomposition. [R] . Yin, W., Goldfarb, D., Osher, S. 2005

机译：基于总变差的图像卡通纹理分解。

IMAGE DECOMPOSITION, IMAGE RESTORATION, AND TEXTURE MODELING USING TOTAL VARIATION MINIMIZATION AND THE H{sup}(-1) NORM

摘要

著录项

相似文献

相关主题

期刊订阅