Image and video super-resolution via accurate motion estimation

机译：通过精确的运动估计实现图像和视频超分辨率

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Super-resolution has relying on accurate motion estimation between the frames for a successful process. In this paper we propose to calculate quality coefficients for motion vectors and use calculated coefficients for accurate motion estimation process. All requirements for super resolution process: image registrations and fusion solutions are determined. Basic image spatial resolution algorithms were investigated. New enhanced super resolution algorithm was proposed. The proposed algorithm is designed to realize resolution upconversion on video sequences, trying to reduce the gap between high-resolution displays and low quality video content.

机译：超分辨率必须依靠帧之间的准确运动估计才能成功完成。在本文中，我们建议计算运动矢量的质量系数，并将计算出的系数用于精确的运动估计过程。超分辨率过程的所有要求：确定图像配准和融合解决方案。研究了基本的图像空间分辨率算法。提出了一种新的增强型超分辨率算法。该算法旨在实现视频序列的分辨率上转换，以减小高分辨率显示器与低质量视频内容之间的差距。

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来源
《2010 Proceedings of 6th International Conference on Perspective Technologies and Methods in MEMS Design》|2010年|p.223-225|共3页
会议地点 Lviv(UA);Lviv(UA)
作者
Fedak Volodymyr; Veres Zenoviy; Nakonechny Adrian;
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原文格式 PDF
正文语种 eng
中图分类微电机;
关键词
Non-Local Means; motion estimation; motion vectors; post processing algorithms; super-resolution;

机译：非局部均值;运动估计;运动向量;后处理算法;超分辨率;

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1. Real-time video super-resolution via motion convolution kernel estimation [J] . Bare Bahetiyaer, Yan Bo, Ma Chenxi, Neurocomputing . 2019,第Nova20期

机译：通过运动卷积核估计实现实时视频超分辨率
2. Analysis of fast block matching motion estimation algorithms for video super-resolution systems [J] . Callico G., Lopez S., Sosa O., IEEE Transactions on Consumer Electronics . 2008,第3期

机译：视频超分辨率系统的快速块匹配运动估计算法分析
3. Joint Maximum Likelihood Estimation of Motion and T_1 Parameters from Magnetic Resonance Images in a Super-resolution Framework: a Simulation Study [J] . Beirinckx Quinten, Ramos-Llorden Gabriel, Jeurissen Ben, Fundamenta Informaticae . 2020,第2期

机译：超分辨率框架中磁共振图像中运动和T_1参数的接头最大似然估计：模拟研究
4. Image and Video Super-Resolution via Accurate Motion Estimation [C] . Volodymyr Fedak, Zenoviy Veres, Adrian Nakonechny International Conference on Perspective Technologies and Methods in Micro-electromechanical Systems Design . 2010

机译：通过精确的运动估计图像和视频超分辨率
5. Valid motion estimation for super-resolution image reconstruction. [D] . Santoro, Michael. 2012

机译：用于超分辨率图像重建的有效运动估计。
6. End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation [O] . Xiaohong Liu, Lingshi Kong, Yang Zhou, 2020

机译：基于一种隐式运动估计和补偿的新机制，基于新机制的端到端培训视频超分辨率

Image and video super-resolution via accurate motion estimation

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