Video Super-Resolution Network with Gated High-Low Resolution Frames
Applied Sciences, 2023 In scenes with large inter-frame motion variations, distant targets, and blurred targets, the lack of inter-frame alignment can greatly affect the effectiveness of subsequent video super-resolution reconstruction.
Ning Ouyang, Zhishan Ou, Leping Lin
doaj +1 more source
Medical Ultrasound Image Super-resolution Reconstruction Based on Video Multi-frame Fusion [PDF]
Jisuanji kexue, 2023 Medical ultrasound imaging is one of the most widely used methods in clinical diagnosis.However,the resolution and contrast of ultrasound images are low,and the noise is serious.Image Super-resolution is widely used to improve the quality of ultrasound ...
ZHAO Ran, YUAN Jiabin, FAN Lili
doaj +1 more source
Performance Evaluations for Super-Resolution Mosaicing on UAS Surveillance Videos
International Journal of Advanced Robotic Systems, 2013 Unmanned Aircraft Systems (UAS) have been widely applied for reconnaissance and surveillance by exploiting information collected from the digital imaging payload.
Aldo Camargo +2 more
doaj +1 more source
SAR Analysis for Real Video Super- Resolution Improvement
IEEE Access, 2020 This paper presents a simultaneous autoregressive (SAR) analysis method to describe the unknown signal-to-noise ratio (SNR) and the texture feature of low-quality real video frames when the ground-truth images are not available.
Shi Li +4 more
doaj +1 more source
REAL-TIME VIDEO SCALING BASED ON CONVOLUTION NEURAL NETWORK ARCHITECTURE
ICTACT Journal on Image and Video Processing, 2017 In recent years, video super resolution techniques becomes mandatory requirements to get high resolution videos. Many super resolution techniques researched but still video super resolution or scaling is a vital challenge.
S Safinaz, A V Ravi Kumar
doaj +1 more source
Suitability of Single Image Super Resolution Models for Video Super Resolution
International Journal of Engineering and Advanced Technology, 2020 This project is an attempt to understand the suitability of the Single image super resolution models to video super resolution. Super Resolution refers to the process of enhancing the quality of low resolution images and video. Single image super resolution algorithms refer to those algorithms that can be applied on a single image to enhance its ...
Shreyas D G +2 more
openaire +2 more sources
Detail-Revealing Deep Video Super-Resolution [PDF]
2017 IEEE International Conference on Computer Vision (ICCV), 2017 9 pages, submitted to ...
Xin Tao 0001 +4 more
openaire +2 more sources
LightVSR: A Lightweight Video Super-Resolution Model with Multi-Scale Feature Aggregation
Applied SciencesVideo super-resolution aims to generate high-resolution video sequences with realistic details from existing low-resolution video sequences. However, most existing video super-resolution models require substantial computational power and are not suitable
Guanglun Huang +5 more
doaj +1 more source
Mobile Real-Time Video Super-Resolution Display Based on OpenGL ES [PDF]
Jisuanji gongchengCurrent mainstream video super-resolution algorithms are primarily applied in business scenarios such as server-side or offline video conversion. When deployed on mobile devices, challenges such as complex computations and slow inference speeds are ...
LU Xiaohua, WANG Ci
doaj +1 more source
Cuboid‐Net: A multi‐branch convolutional neural network for joint space‐time video super resolution
IET Image Processing, 2023 The demand for high‐resolution videos has been consistently rising across various domains, propelled by continuous advancements in societal. Nonetheless, limitations in imaging and economic factors often result in obtaining low‐resolution images.
Congrui Fu +4 more
doaj +1 more source