On the level lines and geometry of vector-valued images

Citation
Dh. Chung et G. Sapiro, On the level lines and geometry of vector-valued images, IEEE SIG PL, 7(9), 2000, pp. 241-243
Citations number
9
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE SIGNAL PROCESSING LETTERS
ISSN journal
10709908 → ACNP
Volume
7
Issue
9
Year of publication
2000
Pages
241 - 243
Database
ISI
SICI code
1070-9908(200009)7:9<241:OTLLAG>2.0.ZU;2-H
Abstract
In this letter, we extend the concept of level lines of scalar images to ve ctor-valued data. Consistent with the scalar case, we define the level-line s of vector-valued images as the integral curves of the directions of minim al vectorial change, This direction, and the magnitude of the change, are c omputed using classical Riemannian geometry. As an example of the use of th is new concept, we show how to visualize the basic geometry of vector-value d images with a scalar image.