English

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

Computer Vision and Pattern Recognition 2023-08-08 v1

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.

Cite

@article{arxiv.2308.03121,
  title  = {NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework},
  author = {Yuan Tong and Mengshun Hu and Zheng Wang},
  journal= {arXiv preprint arXiv:2308.03121},
  year   = {2023}
}
R2 v1 2026-06-28T11:49:12.739Z