A study on the application of machine learning techniques on 2D and 3D SMLM - SMLM Software Challenge -

Machine learning techniques are successfully used in many fields, image processing and computer vision among others. Reconstruction software in super-resolution microscopy, on the other hand, are still very user dependent, leading to an error prone processing of the acquired frames; image processing techniques, when exploited, are often very basic. This though now, machine learning has proven his success with respect to intra-class variability, non-rigid geometric deformations and the presence of few training examples, to name a few.