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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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1760668_deblur_tv_fista
说明: 利用fista算法进行图像复原的matlab源码。(The matlab source code of image restoration using the fista algorithm.)
- 2020-04-12 23:45:17下载
- 积分:1
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binarization_Algorithm
说明: 二值化算法,含otsu,niblack,kapur,kittlerMet等方法(Binarization algorithm, including otsu, niblack, kapur, kittlerMet and other methods)
- 2011-04-15 17:01:42下载
- 积分:1
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target
MATLAB编写的角点检测程序,用于对目标的检测和稳定的跟踪。很适合对于运动目标的精确跟踪。(Corner detection procedures written in MATLAB for target detection and tracking. Very suitable for the accurate tracking of moving targets.)
- 2012-07-04 18:17:55下载
- 积分:1
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MTVL1solvers
分享一个很好的图像处理MATLAB,代码最小全变差图像重建(Sharing a good image processing MATLAB, the code minimum total variation image reconstruction)
- 2016-10-20 19:02:18下载
- 积分:1
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matlabforlicenceplaterecognition
说明: 用matlab实现汽车牌照识别系统的定位算法(Automobile License Plate Recognition System Location Algorithm)
- 2006-04-07 13:27:24下载
- 积分:1
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SR-ridge
读入一副图片,提取其脊线(含有噪声,除噪声需另外编程实现)(Get the ridge of a picture (with noise))
- 2020-08-11 19:28:26下载
- 积分:1
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TPAMI_matching_demo
图像匹配最新的源码 matlab 适合初学者和进阶者作者hongshengli (The latest source of image matching matlab for beginners and advanced by Author hongshengli)
- 2012-12-21 14:11:55下载
- 积分:1
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kd-tree.cpp
三维点云配准kd-tree搜索算法,用于特征点的搜索匹配(3 d point cloud registration kd- tree search algorithm, is used to search of feature point matching)
- 2016-12-09 14:01:01下载
- 积分:1
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ica
高光谱遥感图像光谱解混的独立成分分析技术(Hyperspectral remote sensing image spectra unmixing independent component analysis)
- 2013-09-28 10:37:30下载
- 积分:1