colidr (Coherent Line Drawing)
Golang implementation of 'Coherent Line Drawing' algorithm developed by Kang et al, NPAR 2007.
- Go 1.10 or higher, but it should work even with a lower version
- OpenCV 3 (tested with 3.4.2)
- gocv (bundled into the project, since it was extended with missing OpenCV functions needed for the implementation)
- potrace - for transforming the bitmap into smooth, scalable image (however this is optional)
$ go get -u github.com/esimov/colidr/ $ go install
Another option is cloning the repository and running the
$ git clone https://github.com/esimov/colidr $ cd colidr $ make
This will generate the binary file.
$ colidr -h ┌─┐┌─┐┬ ┬┌┬┐┬─┐ │ │ ││ │ ││├┬┘ └─┘└─┘┴─┘┴─┴┘┴└─ Coherent Line Drawing CLI Version: 1.0.1 -aa Anti aliasing -bl int Blur size (default 3) -di int Number of FDoG iteration -ei int Number of Etf iteration (default 1) -in string Source image -k int Etf kernel (default 3) -out string Destination image -pt Use potrace to smooth edges (default true) -rho float Rho (default 0.98) -sc float SigmaC (default 1) -sm float SigmaM (default 3) -sr float SigmaR (default 2.6) -tau float Tau (default 0.98) -ve Visualize Etf -vr Visualize end result
Feel free to play with the values in order to modify the visual output of the generated (non-photorealistically rendered) image. To obtain higher fidelity results you need to increase the
kernel value and also the ETF iteration number. Different combinations produces completely different output. The
-k flags are mostly used for fine tuning, on the other hand
-tau flags could change dramatically the rendered output.
You can also visualize the edge tangent flow if you enable the
-ve flag. Below is the process illustrated:
|Original image||Edge tangent flow||Coherent line drawing (final output)|
-pt flag you can trace the generated bitmap into a smooth scalabe image. You need to have potrace installed on your machine for this scope.
Below is an example whith and without the potrace flag activated.
|Normal output||Potrace activated|
The above image was ganareted with the following command:
colidr -in ~/Desktop/patio.jpg -out ~/Desktop/patio_scene.png -k=1 -sr=2.5 -sm=3.2 -tau=0.9975 -di=1 -aa=1 -ve=1 -vr=0 -pt=1 -ei=1
|Rasterized bitmap||Vectorized image|
- GUI support
- Endre Simo (@simo_endre)
Copyright © 2019 Endre Simo
This project is under the MIT License. See the LICENSE file for the full license text.