Abstract
In the paper we tested hypothesis that subjects’ preferences to images with different contrast level is not only a function of image content but also of an individual pattern of perceptual organisation, which in terms of cognitive psychology is called a cognitive style. As reference to subjects’ perceptual preferences we used FRIS\(\textregistered \) [15] that is a psychometric model and also an inventory for cognitive styles measurement. To test the hypothesis, the perceptual experiments were performed on a database included different content images. The received results confirm the given hypothesis, especially the obtained statistically significant results between idea-based thinking group and the rest of the thinking groups given for low contrast level.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Ausburn, L.J., Ausburn, F.B.: Cognitive styles: Some information and implications for instructional design. Educ. Commun. Technol. 26, 337–354 (1978)
Field, D.J.: What the statistics of natural images tell us about visual coding. In: Proceedings of the SPIE, vol. 1077, pp. 269–276 (1989)
Kozhevnikov, M.: Cognitive styles in the context of modern psychology: toward an integrated framework of cognitive style. Psychol. Bull. Am. Psychol. Assoc. 133(3), 464–481 (2007)
Haun, A.M., Woods, R.L., Peli, E.: Perceived contrast of electronically magnified video. In: Proceedings of the SPIE, vol. 7865, p. 21 (2011)
Haun, A.M., Peli, E.: Is image quality a function of contrast perception? In: Proceedings of the SPIE, vol. 8651, id. 86510C 5 pp. (2013)
ITU-R.REC.BT.500-11, Methodology for the subjective assessment of the quality for television pictures (2002)
Klein, S.A., Carney, T.: ’Perfect’ displays and ’perfect’ image compression in space and time. In: Proceedings of the SPIE, vol. 1453, pp. 190–205 (1991)
Mantiuk, R.K., Tomaszewska, A., Mantiuk, R.: Comparison of four subjective methods for image quality assessment. Comput. Graph. Forum 31(8), 2478–2491 (2012)
Messick, S.: Personality consistencies in cognition and creativity. In: Messick, S. (ed.) Individuality in Learning, pp. 4–23. Jossey-Bass, San Francisco (1976)
Riding, R.J., Rayner, S.G.: International Perspectives on Individual Differences: Cognitive Styles. Ablex Publishing, Stamford (1998)
Roufs, J.A.J.: Brightness contrast and sharpness, interactive factors in perceptual image quality. In: Proceedings of the SPIE, vol. 1077, pp. 66–72 (1989)
Roufs, J.A.J., Koselka, V.J., van Tongeren, A.A.: Global brightness contrast and the effect on perceptual image quality. In: Proceedings of the SPIE, vol. 2179, pp. 80–89 (1994)
Safranek, R.J., Johnston, J.D., Rosenholtz, R.E.: Perceptually tuned sub-band image coder. In: Proceedings of the SPIE, vol. 1249, pp. 284–293 (1990)
Samborska-Owczarek, A.: FRIS Thinking Styles Inventory, January 2018. https://fris.pl/FRIS-validity-data.pdf
Samborska-Owczarek, A.: FRIS Thinking Styles Inventory, January 2018. https://fris.pl
Sternberg, R.J., Zhang, L.-F.: Perspectives on Thinking, Learning, and Cognitive Styles. Lawrence Eribaum, Mahwah (New Jersey), London (2001)
Tomaszewska, A.L.: Time compensation in perceptual experiments. In: Chmielewski, L.J., Kozera, R., Shin, B.-S., Wojciechowski, K. (eds.) ICCVG 2014. LNCS, vol. 8671, pp. 33–40. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-11331-9_5
Tomaszewska, A.: Scene reduction for subjective image quality assessment. J. Electron. Imaging 25(1), 013015-1–013015-13 (2016)
Torgerson, W.S.: Theory and Methods of Scaling. Wiley, New York (1985)
Zetzsche, C., Hauske, G.: Multiple channel model for the prediction of subjective image quality. In: Proceedings of the SPIE, vol. 1077, pp. 209–216 (1989)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Lewandowska, A., Samborska-Owczarek, A., Dzisko, M. (2018). Contrast Perception Across Human Cognitive Style. In: Campilho, A., Karray, F., ter Haar Romeny, B. (eds) Image Analysis and Recognition. ICIAR 2018. Lecture Notes in Computer Science(), vol 10882. Springer, Cham. https://doi.org/10.1007/978-3-319-93000-8_39
Download citation
DOI: https://doi.org/10.1007/978-3-319-93000-8_39
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-92999-6
Online ISBN: 978-3-319-93000-8
eBook Packages: Computer ScienceComputer Science (R0)