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An Experimental Tattoo De-identification System for Privacy Protection in Still Images


Marčetić, Darijan; Ribarić, Slobodan; Štruc, Vitomir; Pavešić, Nikola
An Experimental Tattoo De-identification System for Privacy Protection in Still Images // BiForD - Special Session on Biometrics, Forensics, De-identification and Privacy Protection / Ribarić, Slobodan (ur.).
Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2014. str. 69-74 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
An Experimental Tattoo De-identification System for Privacy Protection in Still Images

Autori
Marčetić, Darijan ; Ribarić, Slobodan ; Štruc, Vitomir ; Pavešić, Nikola

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
BiForD - Special Session on Biometrics, Forensics, De-identification and Privacy Protection / Ribarić, Slobodan - Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2014, 69-74

ISBN
978-953-233-079-3

Skup
BiForD - International Conference on Biometrics, Forensics, De-identification and Privacy Protection

Mjesto i datum
Opatija, Croatia, 29-30.05.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Tattoo de-identification; privacy protection; SIFT
(Tattoo de-identification; privacy protection; SIFT.)

Sažetak
An experimental tattoo de-identification system for privacy protection in still images is described in the paper. The system consists of the following modules: skin detection, region of interest detection, feature extraction, tattoo database, matching, tattoo detection, skin swapping, and quality evaluation. Two methods for tattoo localization are presented. The first is a simple ad-hoc method based only on skin colour. The second is based on skin colour, texture and SIFT features. The appearance of each tattoo area is de-identified in such a way that its skin colour and skin texture are similar to the surrounding skin area. Experimental results for still images in which tattoo location, distance, size, illumination, and motion blur have large variability are presented. The system is subjectively evaluated based on the results of tattoo localization, the level of privacy protection and the naturalness of the de-identified still images. The level of privacy protection is estimated based on the quality of the removal of the tattoo appearance and the concealment of its location.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )
VIF2013-26

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Marčetić, Darijan; Ribarić, Slobodan; Štruc, Vitomir; Pavešić, Nikola
An Experimental Tattoo De-identification System for Privacy Protection in Still Images // BiForD - Special Session on Biometrics, Forensics, De-identification and Privacy Protection / Ribarić, Slobodan (ur.).
Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2014. str. 69-74 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Marčetić, D., Ribarić, S., Štruc, V. & Pavešić, N. (2014) An Experimental Tattoo De-identification System for Privacy Protection in Still Images. U: Ribarić, S. (ur.)BiForD - Special Session on Biometrics, Forensics, De-identification and Privacy Protection.
@article{article, editor = {Ribari\'{c}, S.}, year = {2014}, pages = {69-74}, keywords = {tattoo de-identification, privacy protection, SIFT.}, isbn = {978-953-233-079-3}, title = {An Experimental Tattoo De-identification System for Privacy Protection in Still Images}, keyword = {tattoo de-identification, privacy protection, SIFT.}, publisher = {Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO}, publisherplace = {Opatija, Croatia} }