statistical-shape-model

Release for the Siggraph Asia 2023 SKEL paper "From Skin to Skeleton: Towards Biomechanically Accurate 3D Digital Humans".

A Python library for biomedical statistical shape and appearance modelling.

An open-source pelvis atlas is constructed to provide pelvis CT segmentations, statistical shape models, and surgical screw trajectories

A collection of the papers/codes and datasets associated with the MICCAI 2020 Cranial Implant Design Challenge.

Statistical analysis of 2D shapes based on "Generalized Procrustes Analysis" (Gower, J.C.) and "Active Shape Models - Their Training and Application" (Cootes et al.)

Statistical Shape Model using PCA on standard 2D hand dataset

Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model

Incorporating statistical shape models into the Coherent Point Drift algorithm

Point Distribution Model (Statistical Shape Model of point-clouds) creation and fitting with Scalismo through the command line

Johns Hopkins EN.601.455/655 Computer Integrated Surgery I (Prof. Russell H. Taylor), programming assignments 3 to 5: closest point on a mesh, rigid ICP and deformable registration to a statistical shape atlas.

Procrustes alignment, PCA and PPCA shape models, and template matching via distance transform

Synthetic prosthetic-scan data generator and evaluation harness, built to stress-test a clinical scan-deviation pipeline.

ML-powered interactive 3D spine model viewer driven by clinical parameters