Work

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

Year: 2024

Type: conference-paper

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.

Source: ACM International Conference on Multimedia (ACM MM)

DOI: 10.1145/3664647.3685522

Authors: Yuan Tong, Mengshun Hu, Zheng Wang

Institution: Wuhan University

Language: English

Topic: Advanced Image Processing Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4403791492

FWCI:

Cites: 12

Cited by:

Related to: 10