Using false colors to protect visual privacy of sensitive content

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 9394, Issue , 2015, Pages

  Çiftçia, Serdar ^a   Korshunov, Pavel ^b   Akyüz, Ahmet Oʇuz ^a   Ebrahimi, Touradj ^b  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b EPFL   (Switzerland)

Author keywords

False color visualization; Objective evaluation; Subjective assessment; Visual privacy protection

Indexed keywords

ALGORITHMS; COLOR; COLOR IMAGE PROCESSING; COMPUTER PRIVACY; COMPUTER VISION; DATA VISUALIZATION; FUNCTION EVALUATION; INTERPOLATION; METADATA; SEMANTICS; TABLE LOOKUP; VISUALIZATION;

COMPUTER VISION ALGORITHMS; FACE RECOGNITION ALGORITHMS; FALSE COLOR; OBJECTIVE EVALUATION; POINT TRANSFORMATIONS; PRIVACY PROTECTION; RECOGNITION ALGORITHM; SUBJECTIVE ASSESSMENTS;

FACE RECOGNITION;

EID: 84928475947     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2083189     Document Type: Conference Paper

References (22)

1. Larson, G. and Shakespeare, R., [Rendering with Radiance: The Art and Science of Lighting Visualization], Computer Graphics and Geometric Modeling Series, Morgan Kaufmann (1998).
2. Korshunov, P., Melle, A., Dugelay, J.-L., and Ebrahimi, T., "A framework for objective evaluation of privacy filters in video surveillance", in [SPIE Applications of Digital Image Processing XXXVI], 8856, Spie-Int Soc Optical Engineering, San Diego, California, USA (Aug. 2013).
3. Rogowitz, B. and Kalvin, A. D., "The "which blair project": a quick visual method for evaluating perceptual color maps", in [Visualization, 2001. VIS'01. Proceedings], 183-556, IEEE (2001).
4. Phillips, J. P., Moon, H., Rizvi, S. A., and Rauss, P. J., "The FERET Evaluation Methodology for Face-Recognition Algorithms", IEEE Transactions on Pattern Analysis and Machine Intelligence 22(10), 1090-1104 (2000).
5. Korshunov, P. and Ebrahimi, T., "Using Warping for Privacy Protection in Video Surveillance", in [18th International Conference on Digital Signal Processing (DSP)], 1-6 (2013).
6. Korshunov, P. and Ebrahimi, T., "Using Face Morphing to Protect Privacy", in [IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)], 208-213 (Aug. 2013).
7. Benson, P. J., "Morph transformation of the facial image", Image and Vision Computing 12(10), 691-696 (1994).
8. Dufaux, F. and Ebrahimi, T., "Scrambling for Privacy Protection in Video Surveillance Systems", IEEE Trans. on Circuits and Systems for Video Technology vol. 18(no. 8), 1168-1174 (2008).
9. Cheung, S.-C., Venkatesh, M., Paruchuri, J., Zhao, J., and Nguyen, T., "Protecting and managing privacy information in video surveillance systems", in [Protecting Privacy in Video Surveillance], 11-33, Springer (2009).
10. Martin, K. and Plataniotis, K. N., "Privacy protected surveillance using secure visual object coding", Circuits and Systems for Video Technology, IEEE Transactions on 18(8), 1152-1162 (2008).
11. Erdélyi, A., Barát, T., Valet, P., Winkler, T., and Rinner, B., "Adaptive cartooning for privacy protection in camera networks", in [Proceedings of the International Conference on Advanced Video and Signal Based Surveillance], 6 (2014).
12. Akyüz, A. O., "False color visualization for hdr images", in [HDRi2013 - First International Conference and SME Workshop on HDR imaging], (April 2013).
13. Reinhard, E., Stark, M., Shirley, P., and Ferwerda, J., "Photographic tone reproduction for digital images", ACM Transactions on Graphics 21(3), 267-276 (2002).
14. Gonzalez, R. C. and Woods, R. E., [Digital Image Processing], Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA, 2nd ed. (1992).
15. Levkowitz, H. and Herman, G. T., "Color scales for image data", IEEE Comput. Graph. Appl. 12, 72-80 (Jan. 1992).
16. Rogowitz, B. and Treinish, L. A., "Data visualization: the end of the rainbow", Spectrum, IEEE 35(12), 52-59 (1998).
17. Turk, M. A. and Pentland, A. P., "Face recognition using eigenfaces", in [Computer Vision and Pattern Recognition, 1991. Proceedings CVPR 91., IEEE Computer Society Conference on], 586-591, IEEE (June 1991).
18. Belhumeur, P. N., Hespanha, J. a. P., and Kriegman, D. J., "Eigenfaces vs. fisherfaces: Recognition using class specific linear projection", IEEE Trans. Pattern Anal. Mach. Intell. 19, 711-720 (July 1997).
19. Ahonen, T., Hadid, A., and Pietikainen, M., "Face description with local binary patterns: Application to face recognition", IEEE Trans. Pattern Anal. Mach. Intell. 28, 2037-2041 (Dec. 2006).
20. Wang, L., Giesen, J., McDonnell, K. T., Zolliker, P., and Mueller, K., "Color design for illustrative visualization", Visualization and Computer Graphics, IEEE Transactions on 14(6), 1739-1754 (2008).
21. Myers, J. L., Well, A., and Lorch, R. F., [Research design and statistical analysis], Routledge (2010).
22. Korshunov, P. and Ooi, W. T., "Video quality for face detection, recognition, and tracking", ACM Trans. Multimedia Comput. Commun. Appl. 7, 14:1-14:21 (Sept. 2011).