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Nonlocal Variational Processing of Image Albums

Nonlocal Variational Processing of Image Albums
图像相册的非局部变分处理
批准号：
0714087
负责人：
Stanley Osher
金额：
$0.0万
依托单位：
University of California-Los Angeles
依托单位国家：
美国
项目类别：
Continuing Grant
财政年份：
2007
资助国家：
美国
项目状态：
已结题
起止时间：
2007-07-15 至 2011-06-30
来源：
https://www.nsf.gov/awardsearch/showAward?AWD_ID=0714087&HistoricalAwards=false
关键词：
NonlocalVariationalProcessingImageAlbums

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中文摘要
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英文摘要
The proposed activity is targeted to present a very general regularization framework. It enhances the processing of sets of signals and images using variational techniques. The key idea is to exploit information from the entire set for the regularization of each image. This is done via a non-parametric variational approach.This framework can improve image and signal processing techniques for many types of data-sets.Sets which contain many repetitions of similar objects or patterns are expected to gain considerable performance. Such data-sets are common in many diverse fields. The new method is anticipated to have a significant contribution in the analysis of medical images, the enhancement of aerial and satellite imagery, and in processing biological signals and genetic data.
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Collaborative Research: Algorithms, Theory, and Validation of Deep Graph Learning with Limited Supervision: A Continuous Perspective
  • 批准号：
    2208272
  • 项目类别：
    Continuing Grant
  • 资助金额：
    $28.0万
  • 财政年份：
    2022
  • 负责人：
    Stanley Osher
  • 依托单位：
    University of California-Los Angeles
Algorithms for Threat Detection in Sensor Systems for Analyzing Chemical and Biological Systems Based on Compressive Sensing and L1 Related Optimization
  • 批准号：
    1118971
  • 项目类别：
    Standard Grant
  • 资助金额：
    $119.87万
  • 财政年份：
    2011
  • 负责人：
    Stanley Osher
  • 依托单位：
    University of California-Los Angeles
Collaborative Research: ATD (Algorithms for Threat Detection): Inverse Problems Methods in Chemical Threat Detection
  • 批准号：
    0914561
  • 项目类别：
    Standard Grant
  • 资助金额：
    $29.34万
  • 财政年份：
    2009
  • 负责人：
    Stanley Osher
  • 依托单位：
    University of California-Los Angeles
New PDE Based Models and Numerical Techniques in Level Set Surface Processing, Imaging Science and Materials Science
  • 批准号：
    0312222
  • 项目类别：
    Continuing Grant
  • 资助金额：
    $78.67万
  • 财政年份：
    2003
  • 负责人：
    Stanley Osher
  • 依托单位：
    University of California-Los Angeles
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