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...
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 ...
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 ...
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. videoanimevulkanwaifu2xvideo-processingsuper-resolutionimage-enlarger...
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. videoanimevulkanwaifu2xvideo-processingsuper-resolutionimage-enlarger...
Single-image super-resolution (SISR) has been an important topic due to the demand for high-quality virtual images in the field of visual artificial intell... J Chu,X Li,J Zhang,... - 《Neurocomputing》 被引量: 0发表: 2020年 Deep Networks for Image and Video Super-Resolution To this...
目录 收起 图像超分辨率(Image Super-Resolution) 经典图像超分辨率(Classical image SR) 高效&轻量化图像超分辨率(Efficient/Lightweight image SR) 盲超分/真实世界图像超分辨率(Blind/Real-world image SR) 超分辨率应用(Application of SR) 视频超分辨率(Video Super-Resolution) ...
c.WAVE120 is a fully-hardwired hardware IP that performs video upscaling and improves details through a massive set of training datasets that processed through deep learning neural networks.” When low-resolution images or videos are zoomed-in, the pixels appeared as broken and blurry, but that...