A Novel Super Resolution Algorithm Using Interpolation and LWT Based Denoising Method

Sapan Naik; Viral Borisagar

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A Novel Super Resolution Algorithm Using Interpolation and LWT Based Denoising Method

机译：一种基于插值和基于小波变换的去噪方法的超分辨率新算法

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Image capturing technique has some limitations and due to that we often get low resolution(LR) images. Super Resolution(SR) is a process by which we can generate High Resolution(HR) image from one or more LR images. Here we have proposed one SR algorithm which take three shifted and noisy LR images and generate HR image using Lifting Wavelet Transform(LWT) based denoising method and Directional Filtering and Data Fusion based Edge-Guided Interpolation Algorithm.

机译：图像捕获技术有一些局限性，因此我们经常会获得低分辨率（LR）图像。超分辨率（SR）是我们可以从一个或多个LR图像生成高分辨率（HR）图像的过程。在此，我们提出了一种SR算法，该算法使用基于移位小波变换（LWT）的去噪方法，基于方向滤波和数据融合的边缘引导插值算法来拍摄三幅经过移位且嘈杂的LR图像并生成HR图像。

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《International Journal of Image Processing》 |2012年第4期|共页
作者
Sapan Naik; Viral Borisagar;
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中图分类自动化技术、计算机技术;
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1. A Novel and Robust Wavelet based Super Resolution Reconstruction of Low Resolution Images using Efficient Denoising and Adaptive Interpolation [J] . C.N.Ravi Kuamr, Liyakathunisa International Journal of Image Processing . 2010,第4期

机译：基于有效去噪和自适应插值的新型鲁棒小波超分辨率重建低分辨率图像
2. Patch-based models and algorithms for image denoising: a comparative review between patch-based images denoising methods for additive noise reduction [J] . Monagi H. Alkinani, Mahmoud R. El-Sakka EURASIP journal on image and video processing . 2017,第1期

机译：基于补丁的图像去噪模型和算法：减少附加噪声的基于补丁的图像去噪方法的比较回顾
3. Fast super-resolution algorithms using one-dimensional patch-based training and directional interpolation [J] . Kang Y.U., Jeong S.-C., Song B.C. Image Processing, IET . 2012,第5期

机译：使用基于一维补丁的训练和方向插值的快速超分辨率算法
4. A New Interpolation-Based Super-Resolution Algorithm by the Cubic Spline Interpolation for Edge Pixels and Iterative Update Method [C] . Chun-Jiang Duanmu, Di Zhao International Conference on Computer Engineering and Information Systems . 2017

机译：边缘像素的三次样条插值和迭代更新方法的三次样条插值的新插值超分辨率算法
5. Image denoising with spline interpolation based on singular value decomposition and other evaluation methods. [D] . Qi, Weibin. 2005

机译：基于奇异值分解和其他评估方法的样条插值图像去噪。
6. Reconstruction of super-resolution STORM images using compressed sensing based on low-resolution raw images and interpolation [O] . Tao Cheng, Danni Chen, Bin Yu, 2017

机译：基于低分辨率原始图像和插值的压缩感测重建超分辨率STORM图像
7. A New Interpolation-Based Super-Resolution Algorithm by the Cubic Spline Interpolation for Edge Pixels and Iterative Update Method [O] . Chun-Jiang Duanmu, Di Zhao 2016

机译：边缘像素的三次样条插值和迭代更新方法的三次样条插值的新插值超分辨率算法

A Novel Super Resolution Algorithm Using Interpolation and LWT Based Denoising Method

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