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73576313POCS
- 一种基于凸集投影法的超分辨图像处理算法，希望对初学者有用(A super-resolution image processing algorithm based on convex set projection method, hope to be useful for beginners)
superresolution_dataset
- 用于图像超分辨成像应用的标准数据库，希望对初学者有用(A standard dataset for super-resolution imaging, hoping to be useful for beginners)
SR_1
- 实现了图像基于学习的超分辨率重构，输入训练图片和待处理图片，得出超分辨率处理后的图像(Super-resolution reconstruction based on learning, Input the training picture and the image to be processed to get the image after super-resolution processing)
字典学习
- 一种基于KSVD字典学习的多任务超分辨率图像重构方法,主要解决现有方法在高放大因子下重构图像质量下降比较严重的问题(A multi task super-resolution image reconstruction method based on KSVD dictionary learning is mainly used to solve the problem that the quality of image reconstructed by the existing method i
新建文件夹
- 基于视频的超分辨率重建是指从许多帧连续的低分辨率图像中重建出一幅高分辨率的图像，并且这幅高分辨率的图像能够显示出单帧低分辨率图像中丢掉的细节(Super-resolution reconstruction based on video refers to the reconstruction of a high resolution image from a number of consecutive low resolution images, and this high resolution
SRCNN_TEST
- 基于卷积神经网络的图像超分辨率重建，不含训练程序，包含已训练好的model !(Test code for Super-Resolution Convolutional Neural Networks (SRCNN))
IBP algorithm
- 基于IBP的超分辨率图像重建，对于学习很有帮助(Super resolution image reconstruction based on IBP is very helpful for learning.)
Tikhonov正则化超分辨率重建
- 一个基于Tikhonov正则化超分辨率重建，可以成功运行。(A Tikhonov based regularized super resolution reconstruction can be successfully operated.)
10257131SupResolDemo
- 单帧图像超分辨率重建。对于学习超分辨率重建很有帮助。(Super-resolution reconstruction of single frame image.It is helpful for learning super-resolution reconstruction.)
superresolution_v_2.0
- 一个基于IBP超分辨率重建的程序，GUI界面做得很好，有助于学习。(A super resolution reconstruction program based on IBP. GUI interface is very good and helpful for learning.)
基于IBP算法的超分辨率图像重建
- 基于IBP算法的超分辨率图像重建，原理讲得十分清楚。(Super-resolution image reconstruction based on IBP algorithm. The principle is very clear.)
LapSRN-master
- Laplace Super-resolution network implement by authors
pocs
- Super Resolution Image Reconstruction
matlab程序
- 关于超分辨图像处理的程序，基于学习反法的一种超分辨图像处理算法。(Super-resolution image processing)
迭代SR
- 使用2幅相位互补的带条纹的低分辨率图片，能重构出一幅该条纹方向提升了两倍分辨率的图(Using 2 complementary striped low resolution images, we can reconstruct a two-fold resolution enhancement super-resolution image at the stripe direction.)
Image
- Image super-resolution via sparse representation
Traditional optical microimaging simulation..m
- 模拟传统远场光学显微成像过程，方便与超分辨成像技术相互比较(The traditional far-field optical microscopic imaging process is simulated to facilitate the comparison with super resolution imaging technology.)
wsdsr-v1.0.2
- 图像超分辨率处理，基于一维相似域维纳滤波(Single Image Super Resolution based on Wiener Filter in Similarity Domain)
matlab程序
- 全变分去卷积算法的matlab实现； 全变分算法的论文； 全变分实现超分辨；全变分实现图像去噪；全变分实现图像恢复(total variation deconvolution; the paper of TV; super resolution; denoising; image recover)
EDSR-Tensorflow-master
- 单张图像超分辨率研究，2017最新算法，获得单张图像超分挑战赛最好结果(Single image super resolution is a very important computer vision task, with a wide range of applications)