Digital acquisition of 3D shapes involves the development of high-performance algorithms to provide high-quality modelling based on laser scans or a set of multi-view images. In this thesis, we focus on the 3D reconstruction of fabrics with various applications, particularly in the field of cultural heritage preservation.