Back to Search
Start Over
Morphological Analysis and Feature Extraction of Neurons from Mouse Cortices Multiscale 3D Microscopic Images
- Source :
- Conf Proc IEEE Eng Med Biol Soc. 2015 Aug;2015:7466-9, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), IEEE Engineering in Medicine and Biology Society (EMBS), Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7320118⟩, EMBC
- Publication Year :
- 2015
- Publisher :
- HAL CCSD, 2015.
-
Abstract
- International audience; In this paper, we propose a framework to analyze the morphology of mouse neurons in the layer V of the cortex from 3D microscopic images. We are given 8 sets of images, each of which is composed of a 10x image showing the whole neurons, and a few (2 to 5) 40x images focusing on the somas. The framework consists in segmenting the neurons on both types of images to compute a set of specific morphological features, and in matching the neurons in the 40x images to their counterparts in the 10x images to combine the features we obtained, in a fully automatic fashion.
- Subjects :
- Matching (graph theory)
Computer science
Feature extraction
02 engineering and technology
Mice
03 medical and health sciences
Imaging, Three-Dimensional
[INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
0302 clinical medicine
[STAT.ML]Statistics [stat]/Machine Learning [stat.ML]
Cortex (anatomy)
0202 electrical engineering, electronic engineering, information engineering
medicine
Animals
Computer vision
Cerebral Cortex
Neurons
business.industry
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
[MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC]
020206 networking & telecommunications
Pattern recognition
Programming, Linear
[STAT.ML] Statistics [stat]/Machine Learning [stat.ML]
medicine.anatomical_structure
[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
Morphological analysis
Artificial intelligence
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
business
Algorithms
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Conf Proc IEEE Eng Med Biol Soc. 2015 Aug;2015:7466-9, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), IEEE Engineering in Medicine and Biology Society (EMBS), Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7320118⟩, EMBC
- Accession number :
- edsair.doi.dedup.....6509e138ff0c843b64bfcdebf0e81970
- Full Text :
- https://doi.org/10.1109/EMBC.2015.7320118⟩