论文:Video Super Resolution Based on Deep Learning: A Comprehensive Survey 方法概览: 视频/多帧超分方法相对图像超分而言,引入了时域/多帧信息,具有更好的超分性能潜力,与此同时也需要解决时域信息/多帧…
Video super-resolution (VSR) is reconstructing high-resolution videos from low resolution ones. Recently, the VSR methods based on deep neural networks have made great progress. However, there is rarely systematical review on these methods. In this survey, we comprehensively investigate 37 state-of...
一般来说,图像超分辨率方法一次处理一幅图像,而视频超分辨率算法一次处理多幅连续图像/帧,利用帧内关系对目标帧进行超分辨率处理。从广义上讲,视频超分辨率(VSR)可以看作是一类图像超分辨率,可以通过图像超分辨率算法逐帧进行处理。然而,SR的性能往往不尽如人意,因为可能会引入伪影和阻塞,从而导致帧内的时间一致性得不...
A survey on super-resolution imaging The key objective of super-resolution (SR) imaging is to reconstruct a higher-resolution image based on a set of images, acquired from the same scene and d... J Tian,KK Ma - 《Signal Image & Video Processing》 被引量: 216发表: 2011年 Using acquisit...
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ERQA: Edge-Restoration Quality Assessment for Video Super-Resolution https://arxiv.org/abs/2110.09992 https://github.com/msu-video-group/ERQA A Survey on Perceptually Optimized Video Coding https://arxiv.org/abs/2112.12284 FlexHDR: Modelling Alignment and Exposure Uncertainties for Flexible HDR Im...
Super-resolution mosaicking from digital surveillance video captured by unmanned aircraft systems (UAS) . 机译:从无人机系统(UAS)捕获的数字监控视频中超分辨率拼接。 获取原文 获取原文并翻译|示例 摘要 Unmanned Aircraft Systems (UAS) can be used for tracking and surveillance by exploiting the information...
Aspect ratio vs resolution: What’s the difference? Aspect ratio and resolution are closely related metrics, but there are differences between the two. Essentially, aspect ratio describes the video’s shape, whilst resolution refers to the number of square pixels in the video. The higher the num...
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AMD FidelityFX Super Resolution (FSR) is an open source, high-quality solution for producing high resolution frames from lower resolution inputs. It uses a collection of cutting-edge Deep Learning algorithms with a particular emphasis on creating high-quality edges, giving large performance ...