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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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CameraFingerprint
镜头指纹识别,提取镜头特征,对其他照片进行识别,判断是否来源同一相机。(Image Source Detection)
- 2021-01-19 14:38:43下载
- 积分:1
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anisodiff2D
运用Perona-Malik各项异性扩散模型对二维图像进行去噪处理。该方法在有效的抑制噪声的同时能够保护图像的边缘。(The use of Perona-Malik Anisotropic Diffusion Model for the treatment of two-dimensional image denoising. The method in the effective suppression of noise at the same time to protect the edge of the image.)
- 2008-07-16 20:55:53下载
- 积分:1
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lsb
说明: LSB替换隐写软件,该软件能把ASCII码嵌入到图像中,其载体图像是24位的BMP格式图像(LSB replaces steganography software, which can embed ASCII code into image, and its carrier image is 24 bit BMP format image)
- 2021-04-26 20:08:45下载
- 积分:1
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liangduzhengjia
注意:本程序中,每点击一次“增加亮度”,图像灰度提升16;每点击一次“降低亮度”,图像灰度降低16。(Note : This procedure, every click an "increase in brightness," gray upgrade 16; Click on each of a "lower brightness," gray lower 16.)
- 2006-12-05 09:50:59下载
- 积分:1
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psnr_nmse_rms
通过matlab编写的几个关于psnr、mse的图像处理的小程序(Through several matlab written on the PSNR, MSE image processing of small procedures psnr_nmse_rms)
- 2020-11-23 17:39:34下载
- 积分:1
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Repair
关于图像处理程序,它能实现对破损图像的提取和修复,速度快(
Image processing program, it can achieve the extraction and repair damaged images, fast)
- 2015-07-01 20:28:23下载
- 积分:1
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TERCOM
TERCOM(数字高程匹配)地形匹配算法,经调试可以运行(TERCOM (Digital Elevation match) terrain matching algorithm, the debugger can be run)
- 2020-09-18 14:27:56下载
- 积分:1
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VQ
说明: 使用Splitting算法和GLA算法实现对图像的矢量量化及重新编码和重建。(Vector Quantization:To generate a 16-codeword codebook using Splitting Algorithm and GLA,then use this codebook to code the training image and reconstuct it.)
- 2013-11-07 21:32:18下载
- 积分:1
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SR
说明: 利用稀疏矩阵思想进行图像的超分辨率重建,效果较好。(Thinking of using sparse matrix for image super-resolution reconstruction, the effect is better.)
- 2011-04-24 16:11:40下载
- 积分:1