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8-(1)
图像修复是对图像中破损区域进行信息填充,以减少图像破损所带来的信息损失的过程。
传统的图像修复方法需要依赖图像的具体结构来制定相应的修复方法,压缩感知理论的提出,使得可以利
用信号的稀疏性来对图像进行修复。基于K 奇异值分解(KSVD)与形态学成分分析(MCA,Morphological
Component Analysis)的图像修复方法首先采用形态学成分分析方法对破损图像进行特征分析,将其分解
为结构部分和纹理部分;然后基于学习型字典KSVD分别对这两部分进行过完备字典训练;最后利用训练得
到的字典实现对破损图像的修复。相比于传统的图像修复方法,该方法具有适应性强、修复效果好等优点(Image inpainting is to fill the missing data in corrupted images and thus to reduce
the information loss of damaged image. Traditional inpainting algorithms are dependent on specific
structure of target images compressive sensing theory makes is possible to realized image
inpainting with signal sparsity. This paper proposes a novel inpainting algorithm based on KSVD
and MCA algorithm, which first decomposes the image into texture part and structure part, and
then trains the two dictionaries for these two parts with KSVD and reconstructs the original image
with these two trained dictionaries. Experiment indicates that the proposed algorithm is of better
adaptability and performance as compared with traditional algorithms.)
- 2020-07-31 15:08:38下载
- 积分:1
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DIP(Visual-CPP)
本书主要讲述如何使用Visual C++进行数字图像处理。全书对常用的数字图像处理算法进行了介绍。(This book focuses on how to use Visual C++ digital image processing. The book is commonly used digital image processing algorithms were introduced.)
- 2016-02-19 23:25:32下载
- 积分:1
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Make_chaos
说明: Make_chaos 将图像进行置乱,生成乱序图,以便进行水印嵌入(Make_chaos will Scrambling images, generate disorder plans for embedding)
- 2006-03-03 21:51:42下载
- 积分:1
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JM
说明: jm软件源码,用于流媒体编码标准H264的性能评测(jm-source software for streaming media encoding standard of the performance evaluation H264)
- 2009-06-21 15:23:59下载
- 积分:1
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FastICA_Kurt
这个算法是基于峭度的快速不动点算法,混合方式是线性瞬时混合,适定情况,该算法收敛速度较梯度算法快,很实用。(failed to translate)
- 2013-05-08 18:09:53下载
- 积分:1
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Spectral-Clustering-
一种基于彩色图像分割的余弦相似度的快速的谱聚类算法(A Fast Spectral Clustering Algorithm Based on Cosine Similarity for Color Image Segmentation)
- 2015-04-13 22:08:29下载
- 积分:1
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81404598Blob
经典的斑块分析算法,计算Blob的源码,算法很好。(Classical plaque analysis algorithms to calculate Blob source code, algorithms very well.)
- 2020-12-18 10:39:10下载
- 积分:1
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yunfeng
该函数用于简单背景下运动目标检测和轮廓提取,虽为简易实现,但效果不错,可根据个人需要添加代码(This function for a simple moving object detection and contour extraction, although it is easy to achieve, but good results can be based on individual need to add code)
- 2008-05-26 17:27:36下载
- 积分:1
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zoom
灰度双线性插值,缩放图像。可以对图像进行几乎无损的小倍数放大,倍数大时有损。(Gray bilinear interpolation, zooming the image. Can be almost non-destructive image to enlarge small multiples, multiples of large detrimental.)
- 2008-01-09 02:27:47下载
- 积分:1
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kmeansren
k均值聚类的动态分类算法 灰度图和彩图的
(k-means clustering algorithm for the dynamic classification of grayscale and color)
- 2008-04-07 09:37:54下载
- 积分:1