NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework

We present NNVISR - an open-source filter plugin for the VapourSynth video processing framework, which facilitates the application of neural networks for various kinds of video enhancing tasks, including denoising, super resolution, interpolation, and spatio-temporal super-resolution. NNVISR fills the gap between video enhancement neural networks and video processing pipelines, by accepting any network that enhances a group of frames, and handling all other network agnostic details during video processing. NNVISR is publicly released at https://github.com/tongyuantongyu/vs-NNVISR.

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Publication Details

Published
2024-10-26
DOI
https://doi.org/10.1145/3664647.3685522
Primary Topic
Advanced Image Processing Techniques
Type
article
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article

NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework

Mengshun Hu, Zheng Wang, Tong Yuan
Advanced Image Processing Techniques
article

NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework

Mengshun Hu, Zheng Wang, Tong Yuan
article en

Abstract

We present NNVISR - an open-source filter plugin for the VapourSynth video processing framework, which facilitates the application of neural networks for various kinds of video enhancing tasks, including denoising, super resolution, interpolation, and spatio-temporal super-resolution. NNVISR fills the gap between video enhancement neural networks and video processing pipelines, by accepting any network that enhances a group of frames, and handling all other network agnostic details during video processing. NNVISR is publicly released at https://github.com/tongyuantongyu/vs-NNVISR.

Wuhan University (CN)
Openalex Percentile: Top 82%
Advanced Image Processing Techniques
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