SciPy has some good B-spline (and many other interpolation) routines. We haven't re-implemented these, because we depend on SciPy. Feel free to mix-and-match these routines with scikit-image functions.
Check out the `scipy.signal` module for 1d, or `scipy.interpolate` for multi-dimensional:
http://docs.scipy.org/doc/scipy-0.14.0/reference/interpolate.html
http://docs.scipy.org/doc/scipy-0.14.0/reference/signal.html
Looks interesting!
Josh
On Monday, December 15, 2014 2:22:12 AM UTC-6, Rishabh Raj wrote:
I read a few publications on the subject. Processing an image per pixel to generate a few effects seems to be straightforward.
But most of the literature is based on modelling brush strokes in paintings which are modeled as cubic B spline curves [1]. Do we have support for generating curves while processing an image?
On Saturday, December 13, 2014 8:55:11 PM UTC+5:30, Emmanuelle Gouillart wrote:
Hi Rishabh,
I don't think there is a generic enough algorithm that would do this
(each artist has her/his own specific style, and a specific algorithm
would have to be designed for every style I think).
Nevertheless, some of the functions in skimage can be used for this
purpose. For example,
http://scikit-image.org/docs/dev/auto_examples/plot_ncut.html shows how
to get a posterized, comics-like image.
You can also find geometric transformations in skimage.transform, if you
want to implement some distortion effect for example.
(http://scikit-image.org/docs/dev/auto_examples/applications/plot_geometric.html)
Hope you have fun with this project!
Emmanuelle
On Sat, Dec 13, 2014 at 07:16:54AM -0800, Rishabh Raj wrote:
> Hey,
> I'm working on a project in which the objective is to create a painting from a
> picture taken with a normal camera. This painting could be an oil painting or
> we could try and mimic some specific artist.
> I understand this might not be achievable in a very good way by just image
> processing itself but I'm curious about what is achievable with stroke and
> simple pattern recognition for a base result.
> Is there support in scikit-image along these lines? Any other inputs are
> welcome.
> Best,
> Rishabh