About: Video super-resolution

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Video Super-Resolution (VSR) is the process of generating high-resolution video frames from the given low-resolution ones. Unlike single image super-resolution (SISR), the main goal is not only to restore more fine details while saving coarse ones, but also to preserve motion consistency. There are many approaches for this task, but this problem still remains to be popular and challenging.

Attributes	Values
label	Video super-resolution
comment	Video Super-Resolution (VSR) is the process of generating high-resolution video frames from the given low-resolution ones. Unlike single image super-resolution (SISR), the main goal is not only to restore more fine details while saving coarse ones, but also to preserve motion consistency. There are many approaches for this task, but this problem still remains to be popular and challenging.
sameAs	Video super-resolution Video super-resolution Video super-resolution
topic	Super-resolution imaging dbr:Video_Super_Resolution dbr:Video_super_resolution wikipedia-en:Video_super-resolution dbr:Video_super-resolution#this
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described by	proxy:entity/http/dbpedia.org/resource/Bicubic_interpolation
Subject	Image processing Film and video technology Signal processing
dbo:wikiPageID	66527786(xsd:integer)
dbo:wikiPageRevisionID	1120327258(xsd:integer)
dbo:wikiPageWikiLink	Convolutional neural network Recurrent neural network Display resolution Remote sensing Long short-term memory Fourier transform Optical flow Motion estimation dbr:Phase_congruency dbr:Projections_onto_convex_sets Computer monitor Data set High-definition video Image resolution Similarity measure Television Least squares Wavelet transform Motion blur Object detection Peak signal-to-noise ratio dbr:Ghosting_(television) Algorithm Arithmetic mean Bit rate Facial recognition system Maximum likelihood estimation Surveillance Visual system Kalman filter Super-resolution imaging Mean squared error Convolution AdaBoost Singular value decomposition dbr:Demosaicing Deep learning Microscopy Weight function Frequency domain Flicker (screen) Discriminative model Discrete wavelet transform Maximum a posteriori estimation Optical character recognition Forensic science Medical imaging Research Moscow State University Structural similarity Tikhonov regularization Noise reduction Markov random field Pixel Median filter Mean opinion score dbr:Method_of_steepest_descent dbr:Residual_neural_network dbr:Kuaishou dbr:High-dynamic-range_video dbr:Conference_on_Computer_Vision_and_Pattern_Recognition Aggregate function Image processing Film and video technology Signal processing Astronomy dbr:Motion_compensation dbr:Video_codec Burst mode (photography) dbr:Ultra-high-definition_television dbr:Second-generation_wavelet_transform Bicubic interpolation dbr:Generative_adversarial_network Generative model dbr:Kernel_regression dbr:European_Conference_on_Computer_Vision Homography Image fusion dbr:Image_sensor_format dbr:MOVIE_Index dbr:High_definition_video

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