Publication details

Conference Paper (international conference)

Recognition of Patterns in Vector Fields by Gaussian-Hermite Invariants

Yang B., Kostková Jitka, Flusser Jan, Suk Tomáš, Bujack R.

: Proceedings of the 2017 IEEE International Conference on Image Processing (ICIP 2017), p. 2359-2363

: IEEE International Conference on Image Processing 2017 (ICIP 2017), (Beijing, CN, 20170917)

: GA15-16928S, GA ČR

: vector field, total rotation, Gaussian-Hermite moments, template matching

: 10.1109/ICIP.2017.8296704

: http://library.utia.cas.cz/separaty/2017/ZOI/flusser-0479476.pdf

(eng): We propose a method for the recognition of vector field patterns under an unknown rotation. The rotation is modeled as a total transformation, which is applied on both spatial coordinates and field values. The invariants are constructed from orthogonal Gaussian-Hermite moments. Their numerical stability and recognition power are shown to be better than those of the invariants published so far.

: JD

: 20205