这本书的重点是图像和视频的超分辨率。作者使用超分辨率(SR)来描述从一组低分辨率(LR)观测获得高分辨率(HR)图像或序列的HR图像的过程。在文献中,这个过程也被称为分辨率增强(RE)。SR主要应用于空间和时间RE,但也适用于高光谱图像增强。这本书集中于基于运动的空间RE,虽然作者也描述了无运动和高光谱图像SR问题。
Super Resolution of Images and Video 2024 pdf epub mobi 电子书 图书描述 This book focuses on the super resolution of images and video. The authors use of the term super resolution (SR) is used to describe the process of obtaining a high resolution (HR) image, or a sequence of HR images...
This book focuses on the super resolution of images and video. The authors' use of the term super resolution (SR) is used to describe the process of obtaining a high resolution (HR) image, or a sequence of HR images, from a set of low resolution (LR) observations. This process has al...
视频图像超分辨率的一本书籍,主要内容有: Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11.1 What is Super Resolution of Images and ...
Super-resolution, the process of obtaining one or more high-resolution images from one or more low-resolution observations, has been a very attractive rese
Synonyms Medical images for medical diagnosis Definition Image and video super resolution techniques refer to creating higher resolution image from single/multiple low-resolution input. Introduction Images with high pixel density are desirable in many applications, such as high-resolution (HR) medical ...
Super-resolution (SR) of facial images from video suffers from facial expression changes. Most of the existing SR algorithms for facial images make an unrealistic assumption that the "perfect" registration has been done prior to the SR process. However, the registration is a challenging task for...
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet. video anime vulkan waifu2x video-processing super-resolution image...
Recently, several models based on deep neural networks have achieved great success in terms of both reconstruction accuracy and computational performance for single image super-resolution. In these methods, the low resolution (LR) input image is upscaled to the high resolution (HR) space using a ...
Image/Video Super Resolution[M]. Beijing:People's Posts ... 卓力,王素玉,李晓光 - 图像/视频的超分辨率复原 被引量: 23发表: 2011年 基于多尺度边缘保持正则化的超分辨率复原 超分辨率复原是一种由一序列低分辨率变形图像来估计一幅(或一序列)较高分辨率的非变形图像的技术,同时,它能够消除加性噪声以及由...