Paper ID | IFS-2.7 | ||
Paper Title | MINIMAL INFORMATION EXCHANGE FOR SECURE IMAGE HASH-BASED GEOMETRIC TRANSFORMATION ESTIMATION | ||
Authors | Fabrizio Guerrini, Marco Dalai, Riccardo Leonardi, University of Brescia, Italy | ||
Session | IFS-2: Information Forensics and Security | ||
Location | Area K | ||
Session Time: | Monday, 20 September, 15:30 - 17:00 | ||
Presentation Time: | Monday, 20 September, 15:30 - 17:00 | ||
Presentation | Poster | ||
Topic | Information Forensics and Security: Multimedia content hash | ||
Abstract | Signal processing applications dealing with secure transmission are enjoying increasing attention lately. This paper provides some theoretical insights as well as a practical solution for transmitting a hash of an image to a central server to be compared with a reference image. The proposed solution employs a rigid image registration technique viewed in a distributed source coding perspective. In essence, it embodies a phase encoding framework to let the decoder estimate the transformation parameters using a very modest amount of information about the original image. The problem is first cast in an ideal setting and then it is solved in a realistic scenario, giving more prominence to low computational complexity in both the transmitter and receiver, minimal hash size, and hash security. Satisfactory experimental results are reported on a standard images set. |