Low Level Detection in Dense clouds of points
Synopsis :
The main topic of this Work Group is to design algorithms for the following applications:
- Automatic detection of break lines of a scanned object, in order to answer to clients needing a filar or planar representation of objects, as urbanisms architects.
- Identification of main structure of scanned objects. It is more precisely a segmentation of dense clouds into zones sharing close information as refraction index or color codes.
- Compression of dense clouds, targeting a compression algorithm to reduce drastically the cloud size while minimizing the loss of information (as .jpeg or .avi compression format for the image industry).
We welcome any research institutes or industrial actors willing to contribute to these topics.
Ressources :
- Reference Paper : Low level information extraction from dense points cloud.
- Business needs Forum.
- Scientific Forums: Low level detection
Related
- Blog Post.
- Laser Scanner : business needs work group.
- Optimally Transported Schemes related content.
Status :
Under evaluation.