Video Denoising Pipeline

This video denoising pipeline uses state-of-the-art image and video denoising networks to obtain high-quality denoised frames with low real-time latency.

Overview

This source code provides the implementation of HI-GAN and FastDVDNet in a pipeline with a custom Denoising Analyzer and Noise Detector algorithms.

The GStreamer pipeline is summarized in the diagram below.

Datasets

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Runing times

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Results

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Architecture

Code User Guide

Install Gstreamer

https://gstreamer.freedesktop.org/documentation/installing/index.html?gi-language=c

To run theh pipeline

gcc gst1.c -o gst1 `pkg-config --cflags --libs gstreamer-1.0`