This book constitutes the refereed proceedings of the 19th Scandinavian Conference on Image
Analysis SCIA 2015 held in Copenhagen Denmark in June 2015. The 45 revised papers presented
were carefully reviewed and selected from 67 submissions. The contributions are structured in
topical sections on novel applications of vision systems pattern recognition machine learning
feature extraction segmentation 3D vision to medical and biomedical image analysis.
