Abstract: A system and method of reconstructing a three-dimensional (3D) model of a garment using an image are provided. The method includes (i) receiving a two-dimensional (2D) image from a user device associated with a user, (ii) representing the garment into a point cloud of the garment by extracting the garment from the 2D image, and (iii) reconstructing a three-dimensional (3D) image of the 2D image by generating a dense mesh of the garment by (a) splitting the set of 3D points into a mesh based on an image grid structure to identify the missing regions in the point cloud, (b) generating an additional mesh for the missing regions by sampling the set of 3D points on the point cloud using a Poisson surface reconstruction method, and (c) generating a dense mesh by combining the mesh with the additional mesh to fill the missing regions in the point cloud of the garment.