This book constitutes the refereed proceedings of the&nbsp;7th International Workshop on&nbsp;Representations, Analysis and Recognition of Shape and Motion from Imaging Data, RFMI 2017, held in Savoi, France, in December 2017.<div><br>The 8 revised full papers and 9 revised short papers presented were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on analyzing motion data;&nbsp;deep learning on image and shape data;&nbsp;2D and 3D pattern classification;&nbsp;watermarking, segmentation and deformations.</div>