The perception of multiple objects: a connectionist approach
The perception of multiple objects: a connectionist approach
A Three-Frame Algorithm for Estimating Two-Component Image Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analogical representation of spatial events for understanding traffic behaviour
ECAI '92 Proceedings of the 10th European conference on Artificial intelligence
Object identification: a Bayesian analysis with application to traffic surveillance
Artificial Intelligence - Special issue: artificial intelligence 40 years later
Segmentation from motion of non-rigid objects by neuronal lateral interaction
Pattern Recognition Letters
Tracking Deformable Objects in the Plane Using an Active Contour Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Local Accumulation of Persistent Activity at Synaptic Level: Application to Motion Analysis
IWANN '96 Proceedings of the International Workshop on Artificial Neural Networks: From Natural to Artificial Neural Computation
VS '98 Proceedings of the 1998 IEEE Workshop on Visual Surveillance
Visual Surveillance for Moving Vehicles
VS '98 Proceedings of the 1998 IEEE Workshop on Visual Surveillance
Detection and classification of vehicles
IEEE Transactions on Intelligent Transportation Systems
Development of intelligent multisensor surveillance systems with agents
Robotics and Autonomous Systems
Expert Systems with Applications: An International Journal
Road-traffic monitoring by knowledge-driven static and dynamic image analysis
Expert Systems with Applications: An International Journal
Towards a Semi-automatic Situation Diagnosis System in Surveillance Tasks
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
The Underlying Formal Model of Algorithmic Lateral Inhibition in Motion Detection
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
Knowledge-Based Road Traffic Monitoring
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
A generic virtual content insertion system based on visual attention analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Eye-gaze based real-time surveillance video synopsis
Pattern Recognition Letters
Revisiting Algorithmic Lateral Inhibition and Accumulative Computation
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Computational Agents to Model Knowledge - Theory, and Practice in Visual Surveillance
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Segmenting Humans from Mobile Thermal Infrared Imagery
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Real-time motion detection by lateral inhibition in accumulative computation
Engineering Applications of Artificial Intelligence
Algorithmic lateral inhibition formal model for real-time motion detection
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Holonic multi-agent system model for fuzzy automatic speech / speaker recognition
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Real-time human segmentation in infrared videos
Expert Systems with Applications: An International Journal
Optical flow or image subtraction in human detection from infrared camera on mobile robot
Robotics and Autonomous Systems
Talking agents in ambient-assisted living
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Agent-oriented modeling and development of a person-following mobile robot
Expert Systems with Applications: An International Journal
Robust people segmentation by static infrared surveillance camera
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Review: on the use of agent technology in intelligent, multisensory and distributed surveillance
The Knowledge Engineering Review
A dynamic saliency attention model based on local complexity
Digital Signal Processing
Visual saliency detection using information divergence
Pattern Recognition
An edge detection with automatic scale selection approach to improve coherent visual attention model
Pattern Recognition Letters
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This paper describes a method for visual surveillance based on biologically motivated dynamic visual attention in video image sequences. Our system is based on the extraction and integration of local (pixels and spots) as well as global (objects) features. Our approach defines a method for the generation of an active attention focus on a dynamic scene for surveillance purposes. The system segments in accordance with a set of predefined features, including gray level, motion and shape features, giving raise to two classes of objects: vehicle and pedestrian. The solution proposed to the selective visual attention problem consists of decomposing the input images of an indefinite sequence of images into its moving objects, defining which of these elements are of the user's interest at a given moment, and keeping attention on those elements through time. Features extraction and integration are solved by incorporating mechanisms of charge and discharge-based on the permanency effect-, as well as mechanisms of lateral interaction. All these mechanisms have proved to be good enough to segment the scene into moving objects and background.