da99a7bd96
Ported vigranumpy to Python 3.5. Added chunked arrays to store data larger than RAM as a collection of rectangular blocks. Added vigra::ThreadPool and parallel_foreach() for portable algorithm parallelization based on std::thread. Implemented parallel versions of Gaussian smoothing, Gaussian derivatives, connected components labeling, and union-find watersheds. Added graph-based image analysis, e.g. agglomerative clustering Included the callback mechanism described in Impossibly Fast C++ Delegates by Sergey Ryazanov (needed for agglomerative clustering). Added many image registration functions. Extended the collection of multi-dimensional distance transform algorithms by vectorial DT, boundary DT, and eccentricity transform. Added skeletonizeImage(), nonLocalMean(), multi-dimensional integral images. Added new 2D shape features based on skeletonization and the convex hull. Additional arithmetic and algebraic functions for vigra::TinyVector. Added vigra::CountingIterator. Minor improvements and bug fixes in the code and documentation. |
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