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SparseLab200-Core
基于多帧图像插值(Interpolation)技术的方法是SR恢复技术当中最直观
的方法。这类方法首先估计各帧图像之间的相对运动信息,获得HR图像在非均
匀间距采样点上的象素值,接着通过非均匀插值得到HR栅格上的象素值,最后
采用图像恢复技术来去除模糊和降低噪声(运动估计!非均匀插值!去模糊和
噪声)。(In this paper, we propose a novel method for solv-
ing single-image super-resolution problems. Given a
low-resolution image as input, we recover its high-
resolution counterpart using a set of training exam-
ples. While this formulation resembles other learning-
based methods for super-resolution, our method has
been inspired by recent manifold learning methods, par-
ticularly locally linear embedding (LLE). Speci?cally,
small image patches in the low- and high-resolution
images form manifolds with similar local geometry in
two distinct feature spaces. As in LLE, local geometry
is characterized by how a feature vector correspond-
ing to a patch can be reconstructed by its neighbors
in the feature space. Besides using the training image
pairs to estimate the high-resolution embedding, we
also enforce local compatibility and smoothness con-
straints between patches in the target high-resolution
image through overlapping. Experiments show that our
method is very ?exible )
- 2010-11-07 11:15:03下载
- 积分:1
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image_mosaicking_SURF
说明: 采用surf算法对两幅较低重叠度的图像进行拼接(Image mosaic using surf algorithm)
- 2019-01-04 17:38:29下载
- 积分:1
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MATLAB实现数字图像处理和函数绘图的学习
MATLAB实现数字图像处理和函数绘图的学习,不仅可以掌握基本MATLAB的使用,而且是数字图像处理的入门级学习。(The learning of digital image processing and functional drawing by MATLAB can not only grasp the use of basic MATLAB, but also be an entry-level learning of digital image processing.)
- 2020-06-22 05:20:02下载
- 积分:1
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roispline
基于spline的图像感兴趣区域提取,可用于基于区域的图像检索系统中。(spline- based region of interest image extraction, can be used for regional image retrieval system.)
- 2007-05-12 02:56:57下载
- 积分:1
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voc-release3.1
DPM作者获得 2010年CVPR终生成就奖,DPM是在HOG的基础上进行改进,解决了HOG算子的不足,并且对SVM也进行了小幅度改善提出了LSVM这个概念(DPM is improved on the basis of HOG. It solves the shortcomings of HOG operator, and makes a small improvement on SVM. The concept of LSVM is proposed)
- 2017-07-20 10:06:52下载
- 积分:1
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yasuoer
该源程序可以实现BMP图片的压缩(BMP pictures)
- 2012-11-21 11:33:15下载
- 积分:1
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BilateralFiltering
Matlab程序,用于图像去噪声处理,特色是能够在去噪时保护图像边缘,是非线性滤波处理(Matlab program for the image to deal with noise, features that can protect the edge denoising is nonlinear filtering deal)
- 2008-03-02 10:41:59下载
- 积分:1
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video
通过matlab实现对视频的实时提取及处理(Real-time extraction and processing of the video by matlab)
- 2012-07-27 09:29:34下载
- 积分:1
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hongmo2
说明: 进一步讨论怎么样进行虹膜眼睛的位置确认,区域生长法确定内圆轮廓(To further discuss how to confirm the position of the iris eye and determine the inner circle contour by region growth method)
- 2019-04-01 14:09:10下载
- 积分:1
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Tsallis-entropy
图像的阈值分割,基于matlab的一维非广延熵Tsallis熵算法的灰度图像分割(Image segmentation, matlab-based one-dimensional non-extended entropy Tsallis entropy algorithm gray-scale image segmentation)
- 2017-05-07 20:50:56下载
- 积分:1