Abstract
Information fusion in fingerprint recognition has been studied in several papers. However, only a few papers have been focused on sensor interoperability and sensor fusion. In this paper, these two topics are studied using a multisensor database acquired with three different fingerprint sensors. Authentication experiments using minutiae and ridge-based matchers are reported. Results show that the performance drops dramatically when matching images from different sensors. We have also observed that fusing scores from different sensors results in better performance than fusing different instances from the same sensor
| Original language | Undefined |
|---|---|
| Pages | 1-6 |
| Number of pages | 6 |
| DOIs | |
| Publication status | Published - 5 Dec 2006 |
| Event | 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006 - Grand Hyatt Singapore, Singapore, Singapore Duration: 5 Dec 2006 → 8 Dec 2006 Conference number: 9 |
Conference
| Conference | 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006 |
|---|---|
| Abbreviated title | ICARCV |
| Country | Singapore |
| City | Singapore |
| Period | 5/12/06 → 8/12/06 |
Keywords
- SCS-Safety
- ridge-based matching
- minutiae-based matching
- Fingerprint recognition
- Fingerprint verification
- sensor interoperability
- IR-76462
- fingerprint sensors
- Information fusion
- image matching
- Sensor fusion
- multisensor database
- EWI-19853
Cite this
Alonso-Fernandez, F., Veldhuis, R. N. J., Bazen, A. M., Fierrez-Aguilar, J., & Ortega-Garcia, J. (2006). Sensor Interoperability and Fusion in Fingerprint Verification: A Case Study using Minutiae-and Ridge-Based Matchers. 1-6. Paper presented at 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, Singapore. https://doi.org/10.1109/ICARCV.2006.345483