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Creating a new operation for GEGL

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Creating a new operation for GEGL felipeek2 05 Dec 15:50
2017-12-05 15:50:55 UTC (7 days ago)
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Creating a new operation for GEGL

Hello developers,

I'm currently working on an implementation of a bilateral filter called "Domain Transform Filter" (for someone interested, the work can be found here https://dl.acm.org/citation.cfm?doid=1964921.1964964 and here http://inf.ufrgs.br/~eslgastal/DomainTransform/).

Well, it turns out that we've decided to try to implement the filter in GEGL, so it would become easy to use with tools like GIMP, for example. Since GEGL is open source, I've been trying to understand the code that is used to generate new operations and understand how could I carry the filter to the platform.

I've made some tests, and I figured out that the standard behavior of GEGL is to split the image in several tiles, which are usually rectangles, and process all these 'tiles' independently, even using different threads. With some inspection of the existing GEGL code is easy to, for example, make each thread processes its own tile and return the result. However, for the specific filter I'm implementing, this is not enough, since it is a recursive filter.

The implementation I am using of the Domain Transform filter is a recursive one, in which each pixel will always depend on the value of the previous pixel, already processed. That said, I could only process a tile if the previous tile was already processed, which is a problem. Moreover, to generate good results, the filter must be applied several consecutive times, and each time it must be performed top->down, bottom-up, left-right and right-left, again consecutively. Since GEGL automatically divides the image into tiles and feed them to the operation, I'm not sure how is the proper way to force the filter to be executed in several steps.

With all these restrictions, I'm having some difficult to find out how can I achieve that inside GEGL. I would be very grateful if someone could give me some hints or even show me a code where a recursive filter is implemented as a GEGL operation.

Thank you very much, Felipe