After the success of the CFTC-IBEB initiative: Soft Matter in Biomedicine, CFTC and IBEB are now organizing the CFTC-IBEB initiative: image processing in biosystems. This will be a great opportunity to discuss techniques of image processing, from simple (model-based) algorithms to machine learning techniques.