Features of the Invariant Correlation Filter Application for Recognition of Color Subpixel Images

We present the results of simulation of image recognition using invariant correlation filters. The possibilities of exploiting color information and preprocessing for quality improvement of subpixel image correlation matching are shown.

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Radiophysics and quantum electronics 2021-07, Vol.63 (8), p.605-611
Hauptverfasser:	Goncharov, D. S., Petrova, E. K., Ponomarev, N. M., Rodin, V. G., Starikov, R. S., Trocenko, N. A., Fazliev, T. Sh
Format:	Artikel
Sprache:	eng
Schlagworte:	Astronomy Astrophysics and Astroparticles Color Correlation Engineering Engineering, Electrical & Electronic Hadrons Heavy Ions Image quality Invariants Lasers Mathematical and Computational Physics Nuclear Physics Object recognition Observations and Techniques Optical Devices Optics Photonics Physical Sciences Physics Physics and Astronomy Physics, Applied Physics, Fluids & Plasmas Pixels Quantum Optics Science & Technology Technology Theoretical
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Beschreibung
Zusammenfassung:	We present the results of simulation of image recognition using invariant correlation filters. The possibilities of exploiting color information and preprocessing for quality improvement of subpixel image correlation matching are shown.
ISSN:	0033-8443 1573-9120
DOI:	10.1007/s11141-021-10083-x