As far as I understand, you can use the DGM library for your code. All the examples for the DGM library are given for 2D cases, but it is not difficult to extend the model for a 3D case. First of all, you have to build a graphical model, using the CGraph class (STAGE 1). The graphical model has node...

Thanks for the interest to the DGM library. Have you already tried out the tutorials? This one should help you for a simple classification / segmentation http://research.project-10.de/dgm/doc/a00008.html The code there is well commented and explained. And it is very similar to the code, I used for t...

Actually the same graph structure from Demo Train may be used for both CRF and MRF. The only difference between CRF and MRF is how you train your model, i.e. in the data for your potential functions (feature vectors). For MRF, the node feature vectors are calculated from a corresponding image pixel,...

The easiest way to include the DGM library into your project is to use the find_package( DGM ) command in your CMakeLists.txt file, e.g. : find_package(DGM 1.5 REQUIRED PATHS "$ENV{DGMDIR}/build/install") where "$ENV{DGMDIR}/build/install" is the path to the directory, containing...

Hello thank you for interest to the DGM library. Here are the answers to your questions: ⋅  The arc is the undirected edge in CRFs models. The DGM library emulates every undirected arc with two opposite-directed directed edges. Thus A -- B is represented with A -> B and A <- B. In the exac...

In order to make use of parallel computing, please uncomment

in the types.h file in the include\ directory.
After that, rebuild the library.

Yes, the training is cumulative: you can train different images in a loop. Functions addFeatureVec() and addFeatureVecs() just gather the train data, so you may use a procedure like: // ========================= STAGE 2: Training ========================= printf("Training... "); ticks = ge...

the current version of the DGM library (1.4.x) is provided under the 3-clause BSD License . So it is friendly to a commercial use. However, the library includes also some methods from the Microsoft Research, e.g. classes CDecodeTRW and CTrainNodeMsRF, which are free for non-commercial use only ( Rea...

Hello,
currently the DGM library is designed only for Windows. However, please read this post