Multi level fusion with confidence measures for automotive safety applications

FUSION 2007 - 2007 10th International Conference on Information Fusion

Volumn , Issue , 2007, Pages

  Lindner, Philipp ^a   Scheunert, Ullrich ^a   Richter, Eric ^a   Wanielik, Gerd ^a  

^a CHEMNITZ UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Confidence; Fuzzy; Hamacher operator; Hierarchical classification; Multi level fusion; Multi sensor data fusion; Potential function

Indexed keywords

AUTOMOBILE PARTS AND EQUIPMENT; CLASSIFICATION (OF INFORMATION); DATA FUSION; DATA PROCESSING; FUSION REACTIONS; IMAGE FUSION; INFORMATION FUSION; MEMBERSHIP FUNCTIONS; NUCLEAR PHYSICS; TRACKING RADAR; VEHICLES;

AUTOMOTIVE SAFETY; CLASSIFICATION PROCEDURE; CONFIDENCE; CONFIDENCE MEASURES; ENVIRONMENTAL PERCEPTIONS; FUZZY; FUZZY OPERATORS; GROUPING RULES; HAMACHER OPERATOR; HIERARCHICAL CLASSIFICATION; HIERARCHICAL CLASSIFICATIONS; INTERMEDIATE RESULTS; INTERNATIONAL CONFERENCES; MULTI LEVEL FUSION; MULTI SENSOR DATA FUSION; MULTI-LEVEL; MULTI-SENSOR DATA; POTENTIAL FUNCTION; RADAR DATA; SIGNAL LEVELS; STEP-BY-STEP; VEHICLE DETECTION;

SENSOR DATA FUSION;

EID: 50149121152     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2007.4408145     Document Type: Conference Paper

References (10)

1. Bock, H.H.: Automatische Klassifikation. Theoretische und praktische Methoden zur Gruppierung und Strukturierung von Daten (Cluster-Analyse). Vandenhoeck & Ruprecht, Göttingen, 1974.
2. Bocklisch, St.F.: Prozeßanalyse mit unscharfen Verfahren. Verlag Technik Berlin, 1987.
3. th IEEE International Conference on Automatic Face and Gesture Recognition. pp. 257-262, 2000.
4. Bocklisch, St.F.; Bitterlich, N.: Fuzzy Pattern Classification - Methodology and Application. In: Kruse, R.; Gebhardt, J.; Palm, R. (Eds.): Fuzzy Systems in Computer Science. Vieweg Verlag Braunschweig/Wiesbaden, 1994, pp. 295-302.
5. Dubois, D.; Prade, H.: Fuzzy Sets and Systems: Theory and Applications. Academic Press, 1980.
6. Hamacher, H.: Über logische Aggregation nicht-binär explizierter Entscheidungskriterien. Ein axiomatischer Beitrag zur normativen Entscheidungstheorie. Rita G. Fischer Verlag, 1978.
7. Scheunert, Ullrich: Fuzzy-Mengen-Verknüpfung und Fuzzy-Arithmetik zur Sensor-Daten-Fusion (Fuzzy set fusion and fuzzy arithmetic for sensor data fusion). Technische Universität Chemnitz, Dissertation, Fortschrittberichte VDI, Reihe 8, Nr. 941. VDI-Verlag GmbH Düsseldorf, 2002.
8. Priber, U.; Kretzschmar, W.; Franke, H.: Supervision with Hierarchical Fuzzy Classifiers for a Joining Process. Proceedings of Fuzzy 96, Fuzzy Logic in Engineering and Natural Sciences, Zittau, Germany, September 25-27, 1996.
9. Zimmermann, H.-J.; Zysno, P.: Decisions and evaluations by hierarchical aggregation of information. Fuzzy Sets and Systems 10 (1983), pp. 243-260.
10. th International Conference on Information Fusion, 2006