Please visit the new project webpage:
This project is in collaboration with Prof. Tim Bressmann, Speech-Language Pathology, Faculty of Medicine, University of Toronto.
Lisa Tang and Ghassan Hamarneh. Graph-based tracking of the tongue contour in ultrasound sequences with adaptive temporal regularization, In Mathematical Methods for Biomedical Image Analysis (MMBIA) in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), pages 154-161, 2010. [ Poster ]
- Capable of automatic segmentation of over 500 frames in <4 minutes
- Method was validated on a set of 63 clinical data sequences
- Experimental results demonstrate that our method can robustly segment US sequences containing over 500 frames with mean accuracy of 3 mm, using default parameters
Lisa Tang, Ghassan Hamarneh, and Tim Bressmann. Automatic Approach to Tongue Motion Analysis in Ultrasound Images. In Medical Image Computing and Computer-Assisted Intervention Workshop on Machine Learning in Medical Imaging (MICCAI MLMI), pages 1-8, 2011. [ Poster ]