A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

Automated anatomical brain label/shape analysis software (+ website)

Rendering color and depth images for ShapeNet models.

An open-source, free comprehensive software that will allow biomedical scientists to precisely locate shape changes in their imaging studies. This software called Slicer Shape AnaLysis Toolbox (SlicerSALT), will enhance the intuitiveness and ease of use for such studies, as well as allow researchers to find shape changes with higher statistical …

MeshWalker implementation

Geometric morphometrics in non-Euclidean shape spaces.

A Baseline Approach for the AutoImplant Challenge

Course Project for the course CS 736

NAISR: A 3D Neural Additive Model for Interpretable Shape Representation

Matlab and Python code to compute perturbed topological signatures (PTS), an efficient topological representation that lies on the Grassmann manifold.

A Shape Finder using Corner-Harris and Heirarchical Clustering

Scyland3D: Processing 3D landmarks

Object oriented code of our ICCV 2019 oral paper SURFMNet http://openaccess.thecvf.com/content_ICCV_2019/html/Roufosse_Unsupervised_Deep_Learning_for_Structured_Shape_Matching_ICCV_2019_paper.html

library to modify images and the corresponding landmarks

Anatomical shape analysis with skeletal representations (s-reps)

This is an implementation of Eurographics 2017 paper 'Fully spectral partial shape matching' using Tensorflow and Pymanopt.

A very lightweight and minimalistic output shape examiner of layers and models.

3D Slicer extension for Shape Analysis with DWD (Distance Weighted Discrimination)

SOC project