The investigation of the Fourier spectrum-based image complexity metrics for recognition applications
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PERJU, Veacheslav, CASASENT, David P.. The investigation of the Fourier spectrum-based image complexity metrics for recognition applications. In: Proceedings of SPIE - The International Society for Optical Engineering, Ed. 23, 26-27 aprilie 2012, Baltimore, Maryland. Bellingham, Washington: SPIE, 2012, Ediţia 23, Vol.8398, pp. 1-11. ISBN 9780819490766. ISSN 0277-786X. DOI: https://doi.org/10.1117/12.919155
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Proceedings of SPIE - The International Society for Optical Engineering
Ediţia 23, Vol.8398, 2012
Conferința "Optical Pattern Recognition"
23, Baltimore, Maryland, Statele Unite ale Americii, 26-27 aprilie 2012

The investigation of the Fourier spectrum-based image complexity metrics for recognition applications

DOI:https://doi.org/10.1117/12.919155

Pag. 1-11

Perju Veacheslav1, Casasent David P.2
 
1 National Council for Accreditation and Attestation,
2 Carnegie Mellon University, Pittsburgh, USA
 
 
Disponibil în IBN: 29 noiembrie 2023


Rezumat

It is described a new image complexity informative feature, based on the input image Fourier spectrum calculation. There are presented the results of the experimental estimation of the proposed image complexity matrix. There are presented the results of the investigation of the influence of the image complexity on the required image resolution and of the influence of the image resolution and complexity on the correlation recognition.

Cuvinte-cheie
complexity, correlation, Fourier spectrum, image, Recognition, résolution