NONPARAMETRIC CURVE ALIGNMENT
Publication Date
2009
Journal or Book Title
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS
Abstract
TRACT Congealing is a flexible nonparametric data-driven framework for the joint alignment of data. It has been successfully applied to the joint alignment of binary images of digits, binary images of object silhouettes, grayscale MRI images, color images of cars and faces, and 3D brain volumes. This research enhances congealing to practically and effectively apply it to curve data. We develop a parameterized set of nonlinear transformations that allow us to apply congealing to this type of data. We present positive results on aligning synthetic and real curve data sets and conclude with a discussion on
DOI
https://doi.org/10.48550/arXiv.1902.00626
Pages
3457-3460
Book Series Title
International Conference on Acoustics Speech and Signal Processing (ICASSP)
Recommended Citation
Mattar, MA; Ross, MG; and Learned-Miller, EG, "NONPARAMETRIC CURVE ALIGNMENT" (2009). 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS. 730.
https://doi.org/10.48550/arXiv.1902.00626