This book constitutes the refereed proceedings of the 10th International Conference on Similarity Search and Applications, SISAP 2017, held in Munich, Germany, in October 2017. Subtitle 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings.