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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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145
一个很好类子来说明类模板的使用,可以比较明了类模板的使用方法,最好进行单步调试(use of class template )
- 2013-08-30 17:17:58下载
- 积分:1
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TwoImageMatch
采用协方差的方式计算相关系数,分析图片的相似性,然后对图像进行匹配(The covariance of the way of calculating the correlation coefficient, and analyze the image similarity, and then to do image matching
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- 2012-12-27 13:35:04下载
- 积分:1
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watershed
3种不同的分水岭分割方法以及三种方法的比较(3 different methods of watershed segmentation and Comparison of Three Methods)
- 2009-05-25 17:30:55下载
- 积分:1
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76739082nonrigid_version16
多种刚性和非刚性配准算法,带有举例说明,非常好用(Multiple Rigid and Non-Rigid Registration Algorithms)
- 2020-06-21 22:40:01下载
- 积分:1
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fenshui3
该程序是对原图像进行梯度加掩模的三次分水岭分割(That the procedure was in the original image mask plus three gradient watershed segmentation)
- 2008-06-16 12:44:38下载
- 积分:1
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3D_reconstruction
通过相机标定工具箱得到相机的内参等信息对多幅图像进行三维重建。再贴上纹理。(Camera Calibration Toolbox has been through the camera' s internal information on the number of three-dimensional image reconstruction. Then paste texture.)
- 2009-04-16 15:17:21下载
- 积分:1
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Complex-environments-face-detection
提出了一种针对复杂环境下的过人脸检测方法,首先在CbCgCr空间利用直接最小二乘法构建了对光照和复杂背景鲁棒性更好肤色聚类模型,实现了准确的肤色检测;然后针对人脸中姿态和表情变化,提出了基于Adaboost的多姿态人脸检测,精确的实现了人脸检测定位。(Extraordinary face detection method for complex environments, the first space CbCgCr direct least squares method to build a better robustness to light and complex background color clustering model to achieve accurate color detection forface, posture and facial expression changes, proposed the multi-pose face detection based on Adaboost, accurate face detection and location.
)
- 2012-04-09 09:54:11下载
- 积分:1
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PFCp2FAPENDICESp2FApendice-B
Information of transform watershed
- 2012-11-08 20:47:46下载
- 积分:1
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OCR
对车牌进行预处理(图像分割),然后进行文字识别(Pretreatment of the plate (image segmentation), and then proceed to character recognition)
- 2008-05-07 09:07:30下载
- 积分:1