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Pregled bibliografske jedinice broj: 823725

De-identification for privacy protection in multimedia content: A survey


Ribarić, Slobodan; Ariyaeeinia, Aladdin; Pavešić, Nikola
De-identification for privacy protection in multimedia content: A survey // Signal processing. Image communication, 47 (2016), SI; 131-151 doi:10.1016/j.image.2016.05.020 (međunarodna recenzija, članak, znanstveni)


Naslov
De-identification for privacy protection in multimedia content: A survey

Autori
Ribarić, Slobodan ; Ariyaeeinia, Aladdin ; Pavešić, Nikola

Izvornik
Signal processing. Image communication (0923-5965) 47 (2016), SI; 131-151

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Privacy ; Multimedia ; De-identification ; Biometric identifiers ; Soft biometric identifiers ; Non-biometric identifiers

Sažetak
Privacy is one of the most important social and political issues in our information society, characterized by a growing range of enabling and supporting technologies and services. Amongst these are communications, multimedia, biometrics, big data, cloud computing, data mining, internet, social networks, and audio–video surveillance. Each of these can potentially provide the means for privacy intrusion. De-identification is one of the main approaches to privacy protection in multimedia contents (text, still images, audio and video sequences and their combinations). It is a process for concealing or removing personal identifiers, or replacing them by surrogate personal identifiers in personal information in order to prevent the disclosure and use of data for purposes unrelated to the purpose for which the information was originally obtained. Based on the proposed taxonomy inspired by the Safe Harbour approach, the personal identifiers, i.e., the personal identifiable information, are classified as non-biometric, physiological and behavioural biometric, and soft biometric identifiers. In order to protect the privacy of an individual, all of the above identifiers will have to be de-identified in multimedia content. This paper presents a review of the concepts of privacy and the linkage among privacy, privacy protection, and the methods and technologies designed specifically for privacy protection in multimedia contents. The study provides an overview of de-identification approaches for non-biometric identifiers (text, hairstyle, dressing style, license plates), as well as for the physiological (face, fingerprint, iris, ear), behavioural (voice, gait, gesture) and soft-biometric (body silhouette, gender, age, race, tattoo) identifiers in multimedia documents.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
HRZZ-IP-2013-11-6733 - Zaštita privatnosti deidentifikacijom u nadzornim sustavima (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Slobodan Ribarić (autor)

Citiraj ovu publikaciju

Ribarić, Slobodan; Ariyaeeinia, Aladdin; Pavešić, Nikola
De-identification for privacy protection in multimedia content: A survey // Signal processing. Image communication, 47 (2016), SI; 131-151 doi:10.1016/j.image.2016.05.020 (međunarodna recenzija, članak, znanstveni)
Ribarić, S., Ariyaeeinia, A. & Pavešić, N. (2016) De-identification for privacy protection in multimedia content: A survey. Signal processing. Image communication, 47 (SI), 131-151 doi:10.1016/j.image.2016.05.020.
@article{article, year = {2016}, pages = {131-151}, DOI = {10.1016/j.image.2016.05.020}, keywords = {Privacy, Multimedia, De-identification, Biometric identifiers, Soft biometric identifiers, Non-biometric identifiers}, journal = {Signal processing. Image communication}, doi = {10.1016/j.image.2016.05.020}, volume = {47}, number = {SI}, issn = {0923-5965}, title = {De-identification for privacy protection in multimedia content: A survey}, keyword = {Privacy, Multimedia, De-identification, Biometric identifiers, Soft biometric identifiers, Non-biometric identifiers} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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