Title
Template Matching via Densities on the Roto-Translation Group.
Abstract
We propose a template matching method for the detection of 2D image objects that are characterized by orientation patterns. Our method is based on data representations via orientation scores, which are functions on the space of positions and orientations, and which are obtained via a wavelet-type transform. This new representation allows us to detect orientation patterns in an intuitive and direct...
Year
DOI
Venue
2018
10.1109/TPAMI.2017.2652452
IEEE Transactions on Pattern Analysis and Machine Intelligence
Keywords
Field
DocType
Smoothing methods,Retina,Linear regression,Pattern matching,Splines (mathematics),Wavelet transforms
Template matching,Lie group,Computer vision,Pattern recognition,Computer science,Smoothing spline,Artificial intelligence,Template,Smoothness,Prior probability,Pattern matching,Wavelet transform
Journal
Volume
Issue
ISSN
40
2
0162-8828
Citations 
PageRank 
References 
4
0.41
39
Authors
4
Name
Order
Citations
PageRank
Erik J. Bekkers111911.82
Marco Loog21796154.31
Bart M. Ter Haar Romeny31444227.69
Remco Duits438033.83