Description: 单幅图像的超分辨率，有较为详细的说明。还带有实验的文件-A single image super-resolution, there is a more detailed description. Also with the experiment file Platform: |
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Author:p2pgrid |
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Description: 多投影显示墙是缓解对超高分辨率显示屏幕不断增长的需求与单台显示设备分辨率有限性之间矛盾的
有效手段,但目前还缺乏规范化的模式和方法以支持高精度、高可靠性的画面校正.提出一种颜色校正方案以解决
上述问题.-Multi-Projector tiled display wall is thought to be an effective technique to tackle the conflict between
the increasing demands for super-resolution display and the resolution limitations of a single display equipment, but
currently there lack of normal forms and normalized methods to support screen calibration with a high precision and
high reliability. This paper tries to solve this problem with a new color calibration scheme. Platform: |
Size: 1258496 |
Author:朝晖 |
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Description: 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 Platform: |
Size: 27595776 |
Author:qianyeyu |
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Description: This an implementation of a ACCV 2010 paper, Exploiting Self-Similarities for Single Frame Super-Resolution.-This is an implementation of a ACCV 2010 paper, Exploiting Self-Similarities for Single Frame Super-Resolution. Platform: |
Size: 40585216 |
Author:CY |
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Description: 这是一篇知网的付费论文，用在基于学习的单幅图像的超分辨率分析，用马尔科夫模型构造，对研究超分辨率有很大的帮助-This is a paid HowNet papers used in the study based on single image super-resolution analysis, using Markov model structure, the study of super-resolution is very helpful Platform: |
Size: 4829184 |
Author:王婷 |
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Description: 这是单幅图像的超分辨率，用分块法的重叠算法进行，非常有用，值得参考-This is a single image super-resolution method using overlapping block algorithm is very useful, it is also useful Platform: |
Size: 7288832 |
Author:王婷 |
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Description: 针对视频序列的超分辨率重建,提出了一种动态自适应滤波方法. 在最大后验概率估计和加权最小二乘
的基础上,给出视频序列超分辨率重建数学模型 深入研究了运动补偿矩阵和权值矩阵的构成和性质 详细推导了
自适应滤波器的递推公式 分析了算法的存储与计算复杂度. 仿真实验表明该算法的重建结果相当有效,相比双三
次插值和无运动补偿的单帧迭代重建,可以获得一定的PSNR 增益 与Elad 滤波方法相比,具有更小的计算量和
更强的自适应性和鲁棒性.-Super-resolution for the reconstruction of video sequence, a dynamic adaptive filter. The maximum a posteriori probability estimation and weighted least squares, based on the super-resolution reconstruction of video sequence is given mathematical model in-depth study of the motion compensation matrix and weighted matrix composition and properties detailed derivation of the adaptive filter recurrence formula analysis of algorithms for the storage and computational complexity. Simulation results show that reconstruction of the algorithm very effective, compared to bicubic interpolation and non- Iterative reconstruction of single-frame motion compensation, allowed a certain PSNR gain and Elad filtering method, the calculation has a smaller volume and greater adaptability and robustness. Platform: |
Size: 269312 |
Author:redxuech |
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Description: 基于单帧图像超分辨率的基于事例的一篇论文，非常好，刚从IEEE上下载的，希望对大家有帮助-Based single image super-resolution paper based on examples, very good, just IEEE downloaded, hope to have everyone help Platform: |
Size: 568320 |
Author:haowangli |
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Description: ：超分辨率(sR)重建技术是利用一幅或多幅低分辨率(LR)图像的信息重建出一幅高分辨率(HR)图像，同时能够
消除由成像器件引入的模糊、噪声。该技术应用领域广泛，已经成为国内外图像处理领域的研究热点之一。介绍了超分
辨率重建技术的基本原理，并分别以单帧和多帧、频域和空域为分类依据，分别阐述了超分辨率重建技术的经典方法，系
统地总结了各种方法的优缺点，提出了超分辨率重建技术可能的研究方向，从而为超分辨率重建相关技术的进一步研究
提供一定的理论基础-Abstract：Super—resolution image reconstruction technique produces a high—resolution image from seve~ low—resolution images，call al—
SO eliminate additive noise and the distinction Which has been come from limited detector of size and optical components．Therefore．it
has been a lot topic in the field of image processing．Introduces the basic principle of super—resolution reconstruction tec hnique，and classifies
the classical method based on single frame and multi frame．the frequency domain and airspace．Systematically summarizes the ad—
van tages an d disadvan tages of various methods and provide theoretical basis for the supe r—resolution reconstruction technique of further
research，and puts forward the research direction of super-resolution reconstruction technique Platform: |
Size: 355328 |
Author:liuzhao |
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Description: Support vector regression has been proposed in a number of image processing tasks including blind
image deconvolution, image denoising and single frame super-resolution. As for other machine learning
methods, the training is slow. In this paper, we attempt to address this issue by reducing the feature
dimensionality through Principal Component Analysis (PCA). Our single frame supper-resolution
experiments show that PCA successfully Platform: |
Size: 239616 |
Author:sanjay |
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Description: 本文提出，为第一次，一个统一的多图像超分辨率盲法（MISR或SR），单个图像模糊反卷积（二次发射离子束淀积），和多图像模糊反褶积（国际金业）的低分辨率（LR）图像退化通过线性空间不变（LSI）模糊，锯齿，加白高斯噪声（AWGN）。该方法是基于
交替最小化（AM）的一个新的成本函数
对于未知的高分辨率（HR）图像和模糊。
-This paper presents, for the first time, a unified
blind method for multi-image super-resolution (MISR or SR),
single-image blur deconvolution (SIBD), and multi-image blur
deconvolution (MIBD) of low-resolution (LR) images degraded
by linear space-invariant (LSI) blur, aliasing, and additive white
Gaussian noise (AWGN). The proposed approach is based on
alternating minimization (AM) of a new cost function with
respect to the unknown high-resolution (HR) image and blurs. Platform: |
Size: 2874368 |
Author:wangshuang |
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Description: 一个基于单幅低分辨率彩色图像的超分辨率重建程序-A super-resolution reconstruction program based on single low-resolution color images Platform: |
Size: 1642496 |
Author:吕孟秋 |
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Description: 韩国人写的单景图像超分辨率的文章，包含具体算法，值得学习。(Foreigners wrote about the single scene image super-resolution technology article, which has a detailed algorithm, it is worth learning.) Platform: |
Size: 1247232 |
Author:NIK2012
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Description: 基于Alpha通道边界平滑的单景图像超分辨率技术文章，适合初学者研究。(Based on the border smoothing of the single scene image super-resolution technology article, suitable for beginners to study.) Platform: |
Size: 2356224 |
Author:NIK2010
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Description: 外国人写的单景图像超分辨率技术源码，质量很高，值得收藏。(Foreigners to write a single picture super resolution technology source code, high quality, it is worth collecting.) Platform: |
Size: 238592 |
Author:NIK2010
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Search - super resolution single