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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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wawtershed
图像的三种分水岭分割方法,一般分水岭分割,使用梯度的两次分水岭分割及使用梯度加掩模的三次分水岭算法(images of the three watershed segmentation method, the general watershed segmentation, gradient of the two watershed segmentation and the use of the gradient increases mask the three watershed algorithm)
- 2020-10-31 09:09:55下载
- 积分:1
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brox_zip
brox的光流算法第二部分,用于对两帧图像进行光流分析并检测运动物体(Brox optical flow algorithm of the second part, used in optical flow analysis was carried out on the two frames and detect moving objects)
- 2014-10-14 20:30:35下载
- 积分:1
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jpeg
本项目成功地实现了jpeg图像的压缩非常实用!!!!!!(The project successfully realized the jpeg image compression is very useful!!!!!!!!!!!!!!!!)
- 2016-03-13 05:37:57下载
- 积分:1
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PCNN_toolbox
脉冲耦合神经网络算法的MATLAB工具箱,希望对大家有用(Pulse Coupled Neural Network Algorithm MATLAB Toolbox, in the hope that useful)
- 2009-01-02 10:52:56下载
- 积分:1
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senkin
CHEMKIN-III package. Gas mixture sensitivity analysys.
- 2020-12-19 17:19:10下载
- 积分:1
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matlab_phase_retrieval-master
傅里叶振幅相位恢复工具箱,包括经典的ER、HIO算法(toolbox of Fourier magnitude phase retrieval in matlab, including ER, HIO algorithms)
- 2020-07-04 00:00:02下载
- 积分:1
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KrigingV2.0
说明: 克里金算法2.0版本,对二维插值有详细的工具箱(kriging algorithm V2.0 for matlab )
- 2011-02-21 23:37:27下载
- 积分:1
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Image-segmentation-Extraction
一个车牌字符分割小程序,分割效率高。实现简单(A license plate character segmentation of small procedures, segmentation and high efficiency. Realize a simple)
- 2008-05-28 21:52:16下载
- 积分:1
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3d-FDTD-UPML__3D
三维时域有限差分法结合UPML吸收边界条件模拟程序(Three-dimensional finite-difference time-domain method combined with UPML absorbing boundary conditions)
- 2021-01-17 17:18:46下载
- 积分:1