This book constitutes the thoroughly refereed proceedings of the 14th International Conference on Image Analysis and Recognition, ICIAR 2017, held in Montreal, QC, Canada, in July 2017. The papers are organized in the following topical sections: machine learning in image recognition; machine learning for medical image computing;