PUBLICATION
3-d zebrafish embryo image filtering by nonlinear partial differential equations
- Authors
- Rizzi, B., Campana, M., Zanella, C., Melani, C., Cunderlik, R., Kriva, Z., Bourgine, P., Mikula, K., Peyriéras, N., and Sarti, A.
- ID
- ZDB-PUB-071125-7
- Date
- 2007
- Source
- Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 1(1): 6251-6254 (Journal)
- Registered Authors
- Peyriéras, Nadine, Rizzi, Barbara
- Keywords
- none
- MeSH Terms
-
- Algorithms
- Animals
- Artificial Intelligence
- Computer Simulation
- Embryo, Nonmammalian/cytology*
- Humans
- Image Enhancement/methods
- Image Interpretation, Computer-Assisted/methods*
- Imaging, Three-Dimensional/methods*
- Microscopy, Confocal/methods*
- Models, Biological
- Pattern Recognition, Automated/methods*
- Reproducibility of Results
- Sensitivity and Specificity
- Signal Processing, Computer-Assisted*
- Zebrafish/anatomy & histology*
- Zebrafish/embryology*
- PubMed
- 18003450 Full text @ Conf. Proc. IEEE Eng. Med. Biol. Soc.
Citation
Rizzi, B., Campana, M., Zanella, C., Melani, C., Cunderlik, R., Kriva, Z., Bourgine, P., Mikula, K., Peyriéras, N., and Sarti, A. (2007) 3-d zebrafish embryo image filtering by nonlinear partial differential equations. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 1(1):6251-6254.
Abstract
We discuss application of nonlinear PDE based methods to filtering of 3-D confocal images of embryogenesis. We focus on the mean curvature driven and the regularized Perona-Malik equations, where standard as well as newly suggested edge detectors are used. After presenting the related mathematical models, the practical results are given and discussed by visual inspection and quantitatively using the mean Hausdorff distance.
Genes / Markers
Expression
Phenotype
Mutations / Transgenics
Human Disease / Model
Sequence Targeting Reagents
Fish
Orthology
Engineered Foreign Genes
Mapping