centreborelli / derf-hd-dataset

Code to generate the DERF-HD dataset consisting on 7 videos of size 960x540 and 100 frames.

Derf-HD Video Dataset

• Author : Pablo Arias [e-mail]
• Copyright : (C) 2019 IPOL Image Processing On Line http://www.ipol.im/
• Licence : GPL v3+, see LICENSE

OVERVIEW

Code to generate the dataset of 7 videos used in

P. Arias, G. Facciolo, J.-M. Morel, A comparison of patch-based models in video denoising. IVMSP, 2018.

The videos are downscaled versions of videos publicly available in Derf's Test Media collection.

The code consists of two shell scripts and some C simple image manipulation functions (stolen from imscript by Enric Meinhardt-Llopis). It has been tested in Ubuntu 16.04 and 18.04.

DEPENDENCIES

To compile the image tools we need

• libpng
• libtiff
• libjpeg
• libfftw

In addition, we also use ffmpeg to extract the frames from the downloaded videos.

COMPILATION

The code is compilable on Unix/Linux (probably on Mac OS as well, but we didn't test). We provide a simple Makefile to compile the C code.

$ cd imscript-lite && make && cd ..

USAGE

$ ./generate-dataset.sh