Skip to main content
Erschienen in: Journal of Digital Imaging 1/2011

01.02.2011

Authentication and Data Hiding Using a Hybrid ROI-Based Watermarking Scheme for DICOM Images

verfasst von: Osamah M. Al-Qershi, Bee Ee Khoo

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 1/2011

Einloggen, um Zugang zu erhalten

Abstract

Authenticating medical images using watermarking techniques has become a very popular area of research, and some works in this area have been reported worldwide recently. Besides authentication, many data-hiding techniques have been proposed to conceal patient’s data into medical images aiming to reduce the cost needed to store data and the time needed to transmit data when required. In this paper, we present a new hybrid watermarking scheme for DICOM images. In our scheme, two well-known techniques are combined to gain the advantages of both and fulfill the requirements of authentication and data hiding. The scheme divides the images into two parts, the region of interest (ROI) and the region of non-interest (RONI). Patient’s data are embedded into ROI using a reversible technique based on difference expansion, while tamper detection and recovery data are embedded into RONI using a robust technique based on discrete wavelet transform. The experimental results show the ability of hiding patient’s data with a very good visual quality, while ROI, the most important area for diagnosis, is retrieved exactly at the receiver side. The scheme also shows some robustness against certain levels of salt and pepper and cropping noise.
Literatur
1.
Zurück zum Zitat Raúl R-C, Claudia F-U, Trinidad-Bias de GJ. Data Hiding Scheme for Medical Images. In proceedings of the 17th International Conference on Electronics, Communications and Computers CONIELECOMP ’07 2007 Raúl R-C, Claudia F-U, Trinidad-Bias de GJ. Data Hiding Scheme for Medical Images. In proceedings of the 17th International Conference on Electronics, Communications and Computers CONIELECOMP ’07 2007
2.
Zurück zum Zitat Frommer MH: Telemedicine: the next generation is here. In Proceedings of Academia/Industry Working Conference on Research Challenges, 2000: pp. 197–203 Frommer MH: Telemedicine: the next generation is here. In Proceedings of Academia/Industry Working Conference on Research Challenges, 2000: pp. 197–203
3.
Zurück zum Zitat Maeder AJ, Planitz BM: Medical Image Watermarking for Multiple Modalities. in proceedings of the 34th Applied Imagery and Pattern Recognition Workshop (AIPR’05). 2005 Maeder AJ, Planitz BM: Medical Image Watermarking for Multiple Modalities. in proceedings of the 34th Applied Imagery and Pattern Recognition Workshop (AIPR’05). 2005
4.
Zurück zum Zitat Coatrieux G, Lecornu L: A Review of Image Watermarking Applications in Healthcare. in proceedings of the28th Annual International Conference of the IEEE: Engineering in Medicine and Biology Society, EMBS ’06. 2006 Coatrieux G, Lecornu L: A Review of Image Watermarking Applications in Healthcare. in proceedings of the28th Annual International Conference of the IEEE: Engineering in Medicine and Biology Society, EMBS ’06. 2006
5.
Zurück zum Zitat Wakatani A: Digital Watermarking for ROI Medical Images by Using Compressed Signature Image. In proceedings of the 35th Hawaii International Conference on System Sciences. 2002 Wakatani A: Digital Watermarking for ROI Medical Images by Using Compressed Signature Image. In proceedings of the 35th Hawaii International Conference on System Sciences. 2002
6.
Zurück zum Zitat Giakoumaki A, Pavlopoulos S, Koutsouris D: A medical image watermarking scheme based on wavelet transform. in Proceedings of the 25" Annual Intemational Conference of the IEEE Engineering in Medicine and Biology Society. 2003 Giakoumaki A, Pavlopoulos S, Koutsouris D: A medical image watermarking scheme based on wavelet transform. in Proceedings of the 25" Annual Intemational Conference of the IEEE Engineering in Medicine and Biology Society. 2003
7.
Zurück zum Zitat Giakoumaki A, Pavlopoulos S, Koutsouris D: A Multiple Watermarking Scheme Applied to Medical Image Management. in proceedings of the 26th Annual International Conference of the IEEE EMBS. 2004 Giakoumaki A, Pavlopoulos S, Koutsouris D: A Multiple Watermarking Scheme Applied to Medical Image Management. in proceedings of the 26th Annual International Conference of the IEEE EMBS. 2004
8.
Zurück zum Zitat Giakoumaki A, Pavlopoulos S, Koutsouris D: Multiple Digital Watermarking Applied to Medical Imaging. In Proceedings of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. 2005 Giakoumaki A, Pavlopoulos S, Koutsouris D: Multiple Digital Watermarking Applied to Medical Imaging. In Proceedings of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. 2005
9.
Zurück zum Zitat Giakoumaki A, Pavlopoulos S, Koutsouris D: Secure and efficient health data management through multiple watermarking on medical images. Med Biol Eng Comput 44:619–631, 2006CrossRefPubMed Giakoumaki A, Pavlopoulos S, Koutsouris D: Secure and efficient health data management through multiple watermarking on medical images. Med Biol Eng Comput 44:619–631, 2006CrossRefPubMed
10.
Zurück zum Zitat Giakoumaki A, Pavlopoulos S, Koutsouris D: Multiple Image Watermarking Applied to Health Information Management. IEEE Trans Inf Technol Biomed 10(4):722–732, 2006CrossRefPubMed Giakoumaki A, Pavlopoulos S, Koutsouris D: Multiple Image Watermarking Applied to Health Information Management. IEEE Trans Inf Technol Biomed 10(4):722–732, 2006CrossRefPubMed
11.
Zurück zum Zitat Lee H-K et al.: ROI Medical Image Watermarking Using DWT and Bit-plane, in Asia-Pacific Conference on Communications. 2005: Perth, Western Australia Lee H-K et al.: ROI Medical Image Watermarking Using DWT and Bit-plane, in Asia-Pacific Conference on Communications. 2005: Perth, Western Australia
12.
Zurück zum Zitat Zain JM, Baldwin LP, Clarke M: Reversible watermarking for authentication of DICOM images. In Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2004 Zain JM, Baldwin LP, Clarke M: Reversible watermarking for authentication of DICOM images. In Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2004
13.
Zurück zum Zitat Zain JM, Clarke M: Reversible region of non-interest (RONI) watermarking for authentication of DICOM images. Int J Comput Sci Network Secur 7:19–28, 2007 Zain JM, Clarke M: Reversible region of non-interest (RONI) watermarking for authentication of DICOM images. Int J Comput Sci Network Secur 7:19–28, 2007
14.
Zurück zum Zitat Macq B, Deweyand F: Trusted headers for medical images. in DFG VIII-D II Watermarking Workshop. 1999. Erlangen, Germany Macq B, Deweyand F: Trusted headers for medical images. in DFG VIII-D II Watermarking Workshop. 1999. Erlangen, Germany
15.
Zurück zum Zitat Guo X, Zhuang T-g: A region-based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging 0:1–12, 2007 Guo X, Zhuang T-g: A region-based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging 0:1–12, 2007
16.
Zurück zum Zitat Wu JHK, et al: Tamper detection and recovery for medical images using near-lossless information hiding technique. J Digit Imaging 21:59–76, 2008CrossRefPubMed Wu JHK, et al: Tamper detection and recovery for medical images using near-lossless information hiding technique. J Digit Imaging 21:59–76, 2008CrossRefPubMed
17.
Zurück zum Zitat Chiang K-H, et al: Tamper detection and restoring system for medical images using wavelet-based reversible data embedding. J Digit Imaging 21(1):77–90, 2008CrossRefPubMed Chiang K-H, et al: Tamper detection and restoring system for medical images using wavelet-based reversible data embedding. J Digit Imaging 21(1):77–90, 2008CrossRefPubMed
18.
Zurück zum Zitat Anand D, Niranjan UC: Watermarking medical images with patient information. In proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1998 Anand D, Niranjan UC: Watermarking medical images with patient information. In proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1998
19.
Zurück zum Zitat Zhou XQ, Huang HK, Lou SL: Authenticity and integrity of digital mammography images. IEEE Trans Med Imag 20(8):784–791, 2001CrossRef Zhou XQ, Huang HK, Lou SL: Authenticity and integrity of digital mammography images. IEEE Trans Med Imag 20(8):784–791, 2001CrossRef
20.
Zurück zum Zitat Boucherkha S, Benmohamed M: A lossless watermarking based authentication system for medical images. IEEE Trans Engg Comput Technol 1:240–243, 2004 Boucherkha S, Benmohamed M: A lossless watermarking based authentication system for medical images. IEEE Trans Engg Comput Technol 1:240–243, 2004
21.
Zurück zum Zitat Nayak J, et al.: Reliable transmission and storage of medical images with patient information using error control codes. in proceedings of the First India Annual Conference, IEEE INDICON 2004. 2004 Nayak J, et al.: Reliable transmission and storage of medical images with patient information using error control codes. in proceedings of the First India Annual Conference, IEEE INDICON 2004. 2004
22.
Zurück zum Zitat Woo C-S, Du J, Pham B: Multiple Watermark Method for Privacy Control and Tamper Detection in Medical Images. In Proceedings of the APRS Workshop on Digital Image Computing Pattern Recognition and Imaging for Medical Applications. 2005 Woo C-S, Du J, Pham B: Multiple Watermark Method for Privacy Control and Tamper Detection in Medical Images. In Proceedings of the APRS Workshop on Digital Image Computing Pattern Recognition and Imaging for Medical Applications. 2005
23.
Zurück zum Zitat Zain JM, Fauzi ARM: Medical Image Watermarking with Tamper Detection and Recovery in Proceedings of the 28th IEEE EMBS Annual International Conference. 2006 Zain JM, Fauzi ARM: Medical Image Watermarking with Tamper Detection and Recovery in Proceedings of the 28th IEEE EMBS Annual International Conference. 2006
24.
Zurück zum Zitat Zain JM, Fauzi ARM: Evaluation of Medical Image Watermarking with Tamper Detection and Recovery (AW-TDR). In The 29th Annual International Conference of the IEEE EMBS. 2007 Zain JM, Fauzi ARM: Evaluation of Medical Image Watermarking with Tamper Detection and Recovery (AW-TDR). In The 29th Annual International Conference of the IEEE EMBS. 2007
25.
Zurück zum Zitat Tian J: Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13(8):890–896, 2003CrossRef Tian J: Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13(8):890–896, 2003CrossRef
26.
Zurück zum Zitat Kundur D, Hatzinakos D: Digital watermarking for telltale tamper proofing and authentication. in Proceedings of the IEEE. 1999 Kundur D, Hatzinakos D: Digital watermarking for telltale tamper proofing and authentication. in Proceedings of the IEEE. 1999
27.
Zurück zum Zitat Hartung F, Kutter M: Multimedia watermarking techniques. Proc IEEE 87(7):1079–1107, 1999CrossRef Hartung F, Kutter M: Multimedia watermarking techniques. Proc IEEE 87(7):1079–1107, 1999CrossRef
Metadaten
Titel
Authentication and Data Hiding Using a Hybrid ROI-Based Watermarking Scheme for DICOM Images
verfasst von
Osamah M. Al-Qershi
Bee Ee Khoo
Publikationsdatum
01.02.2011
Verlag
Springer-Verlag
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 1/2011
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-009-9253-1

Weitere Artikel der Ausgabe 1/2011

Journal of Digital Imaging 1/2011 Zur Ausgabe

Screening-Mammografie offenbart erhöhtes Herz-Kreislauf-Risiko

26.04.2024 Mammografie Nachrichten

Routinemäßige Mammografien helfen, Brustkrebs frühzeitig zu erkennen. Anhand der Röntgenuntersuchung lassen sich aber auch kardiovaskuläre Risikopatientinnen identifizieren. Als zuverlässiger Anhaltspunkt gilt die Verkalkung der Brustarterien.

S3-Leitlinie zu Pankreaskrebs aktualisiert

23.04.2024 Pankreaskarzinom Nachrichten

Die Empfehlungen zur Therapie des Pankreaskarzinoms wurden um zwei Off-Label-Anwendungen erweitert. Und auch im Bereich der Früherkennung gibt es Aktualisierungen.

Fünf Dinge, die im Kindernotfall besser zu unterlassen sind

18.04.2024 Pädiatrische Notfallmedizin Nachrichten

Im Choosing-Wisely-Programm, das für die deutsche Initiative „Klug entscheiden“ Pate gestanden hat, sind erstmals Empfehlungen zum Umgang mit Notfällen von Kindern erschienen. Fünf Dinge gilt es demnach zu vermeiden.

„Nur wer sich gut aufgehoben fühlt, kann auch für Patientensicherheit sorgen“

13.04.2024 Klinik aktuell Kongressbericht

Die Teilnehmer eines Forums beim DGIM-Kongress waren sich einig: Fehler in der Medizin sind häufig in ungeeigneten Prozessen und mangelnder Kommunikation begründet. Gespräche mit Patienten und im Team können helfen.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.