TY - GEN
T1 - Research opportunities in contextualized fusion systems. The harbor surveillance case
AU - Garcia, Jesus
AU - Molina, José M.
AU - Singh, Tarunraj
AU - Crassidis, John
AU - Llinas, James
PY - 2011
Y1 - 2011
N2 - The design of modern Information Fusion (IF) systems involves a complex process to achieve the requirements in the selected applications, especially in domains with a high degree of customization. In general, an advanced fusion system is required to show robust, context-sensitive behavior and efficient performance in real time. It is necessary to exploit all potentially relevant sensor and contextual information in the most appropriate way. Among modern applications for IF technology is the case of surveillance of complex harbor environments that are comprised of large numbers of surface vessels, high-value and dangerous facilities, and many people. The particular conditions and open needs in the harbor scenario are reviewed in this paper, highlighting research opportunities to explore in the development of fusion systems in this area.
AB - The design of modern Information Fusion (IF) systems involves a complex process to achieve the requirements in the selected applications, especially in domains with a high degree of customization. In general, an advanced fusion system is required to show robust, context-sensitive behavior and efficient performance in real time. It is necessary to exploit all potentially relevant sensor and contextual information in the most appropriate way. Among modern applications for IF technology is the case of surveillance of complex harbor environments that are comprised of large numbers of surface vessels, high-value and dangerous facilities, and many people. The particular conditions and open needs in the harbor scenario are reviewed in this paper, highlighting research opportunities to explore in the development of fusion systems in this area.
KW - Context Representation
KW - Harbor surveillance
KW - Sensor Fusion
KW - Situation Analysis
UR - https://www.scopus.com/pages/publications/79957969904
U2 - 10.1007/978-3-642-21498-1_78
DO - 10.1007/978-3-642-21498-1_78
M3 - Conference contribution
AN - SCOPUS:79957969904
SN - 9783642214974
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 621
EP - 628
BT - Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Proceedings
T2 - 11th International Work-Conference on on Artificial Neural Networks, IWANN 2011
Y2 - 8 June 2011 through 10 June 2011
ER -