Non-rigid Iterative Closest Point
- Mentors
- Mael, Roberto M. Dyke
- Organization
- CGAL Project
- Technologies
- c++
- Topics
- graphics, geometry
Non-rigid Iterative Closest Point (N-ICP) is a classic method used for the registration of non-rigidly deforming shapes. Non-rigid registration seeks to find a series of transformations that aligns one surface to another. This process is a necessary step prior to performing tasks such as shape analysis, dynamic surface reconstruction, and object retrieval. As well as its simplicity, a key benefit of the N-ICP algorithm is its extensibility, allowing it to be adapted/enhanced for specific applications. Currently, there is no implementation of N-ICP within CGAL. This project seeks to develop a novel component for the CGAL library that follows the common design practices used in Open Source projects.