Knowledge-Based Segmentation
(I02)
Subject Area
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Term
from 2012 to 2017
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 211469636
The goal of this project is a knowledge-based system for the automatic anatomical segmentation of large-scale, heterogeneous image data. The system should be able to provide robust and accurate results for a variety of use cases and image modalities. The methods should be able to handle heterogeneous or small amounts of training data. The methodological basis for the achievement of the desired objectives will be a combination of knowledge-based methods, active learning, semi-supervised learning and deep learning.
DFG Programme
CRC/Transregios
