Paper: | MMSP-L2.5 |
Session: | Multimedia Security and Content Protection |
Time: | Thursday, May 18, 15:20 - 15:40 |
Presentation: |
Lecture
|
Topic: |
Multimedia Signal Processing: Multimedia security and content protection |
Title: |
Non-Intrusive Forensic Analysis of Visual Sensors using Output Images |
Authors: |
Ashwin Swaminathan, Min Wu, K. J. Ray Liu, University of Maryland, College Park, United States |
Abstract: |
This paper considers the problem of non-intrusive forensic analysis of the individual components in visual sensors and its implementation. As a new addition to the emerging area of forensic engineering, we present a framework for analyzing technologies employed inside digital cameras based on output images, and develop a set of forensic signal processing algorithms for visual sensors based on color array sensor and interpolation methods. We show through simulations that the proposed method is robust against compression and noise, and can help identify various processing components inside the camera. Such a non-intrusive forensic framework would provide useful evidence for analyzing technology infringement and evolution for visual sensors. |