Statistical analysis of digital image fingerprinting based on random projections

F. Farhadzadeh; S. Voloshynovskiy; O. Koval; T. Holotyak; F. Beekhof

Statistical analysis of digital image fingerprinting based on random projections

F. Farhadzadeh, S. Voloshynovskiy, O. Koval, T. Holotyak, F. Beekhof

Signal Processing Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

3 Citations (SciVal)

Abstract

Digital fingerprints have recently received a lot of interest in multimedia applications due to their low dimensionality and security/privacy preserving capabilities. In digital fingerprint extraction, random projections play an important role due to their approximate distance preserving property. This paper is dedicated to the analysis of the statistical properties of digital fingerprints obtained based on random projections. In particular, we were able to demonstrate that this sort of mapping guarantees approximate decorrelation of its output with high probability.

Original language	English
Title of host publication	Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Pages	200-205
ISBN (Print)	978-953-184-159-7
Publication status	Published - 2011

Cite this

Farhadzadeh, F., Voloshynovskiy, S., Koval, O., Holotyak, T., & Beekhof, F. (2011). Statistical analysis of digital image fingerprinting based on random projections. In Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia (pp. 200-205). Institute of Electrical and Electronics Engineers.

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title = "Statistical analysis of digital image fingerprinting based on random projections",

abstract = "Digital fingerprints have recently received a lot of interest in multimedia applications due to their low dimensionality and security/privacy preserving capabilities. In digital fingerprint extraction, random projections play an important role due to their approximate distance preserving property. This paper is dedicated to the analysis of the statistical properties of digital fingerprints obtained based on random projections. In particular, we were able to demonstrate that this sort of mapping guarantees approximate decorrelation of its output with high probability.",

author = "F. Farhadzadeh and S. Voloshynovskiy and O. Koval and T. Holotyak and F. Beekhof",

year = "2011",

language = "English",

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Farhadzadeh, F, Voloshynovskiy, S, Koval, O, Holotyak, T & Beekhof, F 2011, Statistical analysis of digital image fingerprinting based on random projections. in Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia. Institute of Electrical and Electronics Engineers, Piscataway, pp. 200-205.

Statistical analysis of digital image fingerprinting based on random projections. / Farhadzadeh, F.; Voloshynovskiy, S.; Koval, O. et al.
Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia. Piscataway: Institute of Electrical and Electronics Engineers, 2011. p. 200-205.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Statistical analysis of digital image fingerprinting based on random projections

AU - Farhadzadeh, F.

AU - Voloshynovskiy, S.

AU - Koval, O.

AU - Holotyak, T.

AU - Beekhof, F.

PY - 2011

Y1 - 2011

N2 - Digital fingerprints have recently received a lot of interest in multimedia applications due to their low dimensionality and security/privacy preserving capabilities. In digital fingerprint extraction, random projections play an important role due to their approximate distance preserving property. This paper is dedicated to the analysis of the statistical properties of digital fingerprints obtained based on random projections. In particular, we were able to demonstrate that this sort of mapping guarantees approximate decorrelation of its output with high probability.

AB - Digital fingerprints have recently received a lot of interest in multimedia applications due to their low dimensionality and security/privacy preserving capabilities. In digital fingerprint extraction, random projections play an important role due to their approximate distance preserving property. This paper is dedicated to the analysis of the statistical properties of digital fingerprints obtained based on random projections. In particular, we were able to demonstrate that this sort of mapping guarantees approximate decorrelation of its output with high probability.

M3 - Conference contribution

SN - 978-953-184-159-7

SP - 200

EP - 205

BT - Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

ER -

Farhadzadeh F, Voloshynovskiy S, Koval O, Holotyak T, Beekhof F. Statistical analysis of digital image fingerprinting based on random projections. In Proceedings of the 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 4-6 September 2011, Dubrovnik, Croatia. Piscataway: Institute of Electrical and Electronics Engineers. 2011. p. 200-205

Statistical analysis of digital image fingerprinting based on random projections

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