Goals and motivation; Past approaches in shape analysis; shape-preserving group actions; Kendall's shape analysis; active shape models; registration problem; non-elastic framework.Elastic Riemannian metric; SRVF; open curves and closed curves; shape geodesics.Statistics of shapes: sample mean, shape PCA, shape models, clustering and classification; symmetric shapes.