Potential advantages and limitations of using information fusion in media forensics—a discussion on the example of detecting face morphing attacks

Potential advantages and limitations of using information fusion in media forensics—a discussion on the example of detecting face morphing attacks

Abstract Information fusion, i.e., the combination of expert systems, has a huge potential to improve the accuracy of pattern recognition systems. During the last decades, various application fields started to use different fusion concepts extensively. The forensic sciences are still hesitant if it...

Full description

Bibliographic Details
Main Authors: Christian Kraetzer, Andrey Makrushin, Jana Dittmann, Mario Hildebrandt
Format: Article
Language:English
Published: SpringerOpen 2021-07-01
Series:EURASIP Journal on Information Security
Subjects:
Information fusion
Media forensics
Face morphing attacks
Morph attack detection (MAD)
Fusion methods
Fusion ensemble composition
Online Access:https://doi.org/10.1186/s13635-021-00123-4

Similar Items

Similar Items