An analysis of formal logics as inference mechanisms in expert systems
International Journal of Man-Machine Studies
Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
Neural networks in designing fuzzy systems for real world applications
Fuzzy Sets and Systems
Fuzzy Sets and Systems - Special issue on fuzzy neural control
Fuzzy set theory—and its applications (3rd ed.)
Fuzzy set theory—and its applications (3rd ed.)
NEFCLASSmdash;a neuro-fuzzy approach for the classification of data
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
Generation and improvement of fuzzy classifiers with incremental learning using fuzzy RuleNet
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
Evaluation of global image thresholding for change detection
Pattern Recognition Letters
Experimental Performance Characterization of Adaptive Filters
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Multi-agent framework in visual sensor networks
EURASIP Journal on Applied Signal Processing
Context Data to Improve Association in Visual Tracking Systems
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Video Tracking Association Problem Using Estimation of Distribution Algorithms in Complex Scenes
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Video sequence motion tracking by fuzzification techniques
Applied Soft Computing
Two neuro-fuzzy control schemes for a traffic-regulating buffer in wireless technology
Information Sciences: an International Journal
A Multi-agent Architecture Based on the BDI Model for Data Fusion in Visual Sensor Networks
Journal of Intelligent and Robotic Systems
Context-based scene recognition from visual data in smart homes: an Information Fusion approach
Personal and Ubiquitous Computing
Hierarchical fuzzy logic based approach for object tracking
Knowledge-Based Systems
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Automatic surveillance of airport surface is one of the core components of advanced surface movement, guidance, and control systems (A-SMGCS). This function is in charge of the automatic detection, identification, and tracking of all interesting targets (aircraft and relevant ground vehicles) in the airport movement area. This paper presents a novel approach for object tracking based on sequences of video images. A fuzzy system has been developed to ponder update decisions both for the trajectories and shapes estimated for targets from the image regions extracted in the images. The advantages of this approach are robustness, flexibility in the design to adapt to different situations, and efficiency for operation in real time, avoiding combinatorial enumeration. Results obtained in representative ground operations show the system capabilities to solve complex scenarios and improve tracking accuracy. Finally, an automatic procedure, based on neuro-fuzzy techniques, has been applied in order to obtain a set of rules from representative examples. Validation of learned system shows the capability to learn the suitable tracker decisions.