Spatial frequency text filtering for local and global analysis

Lamminpiya, A.M., Pronin, S.V., Shelepin, Y.E.

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Publication in Journal of Optical Technology

For Russian citation (Opticheskii Zhurnal):

Ламминпия А.М., Пронин С.В., Шелепин Ю.Е. Пространственно-частотная фильтрация текста для локального и глобального анализа // Оптический журнал. 2018. Т. 85. № 8. С. 39–45. http://doi.org/10.17586/1023-5086-2018-85-08-39-45

Lamminpiya A.M., Pronin S.V., Shelepin Yu.E. Spatial frequency text filtering for local and global analysis [in Russian] // Opticheskii Zhurnal. 2018. V. 85. № 8. P. 39–45. http://doi.org/10.17586/1023-5086-2018-85-08-39-45

For citation (Journal of Optical Technology):

A. M. Lamminpiya, S. V. Pronin, and Yu. E. Shelepin, "Spatial frequency text filtering for local and global analysis," Journal of Optical Technology. 85(8), 476-481 (2018). https://doi.org/10.1364/JOT.85.000476

Abstract:

The interaction between the mechanisms of local and global image analysis at the level of the magnocellular and parvocellular channels of the human visual system was studied. Using wavelet filtering, the spatial frequency composition of texts presented to observers was varied. It was shown that gradual blurring of texts via wavelet filtering interferes with the work of the parvocellular system but simultaneously increases the contribution of the magnocellular system during reading. With an increase in the wavelet element scale, the parvocellular system receives insufficient information for effective work, and in this situation the magnocellular system determines the strategy of eye movements. In addition, the necessary frequency range that ensures the functioning of the reading process is provided.

Keywords:

magnocellular and parvocellular systems, saccades, reading, spatial frequency, mechanisms of local and global image analysis

Acknowledgements:

The research was supported by the Program of Fundamental Scientific Research of State Academies for 2013–2020 (GP-14, section 63).

OCIS codes: 330.4595, 330.6110, 330.5020, 330.5000, 330.2210

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