Tracking and data association
From image sequences towards conceptual descriptions
Image and Vision Computing
“F-Limette” fuzzy logic programming integrating metric temporal extensions
Journal of Symbolic Computation - Special issue: executable temporal logics
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic networks for understanding scenes
Semantic networks for understanding scenes
The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Human motion analysis: a review
Computer Vision and Image Understanding
Building natural language generation systems
Building natural language generation systems
Statistical Models of Object Interaction
International Journal of Computer Vision - Special issue on a special section on visual surveillance
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognizing planned multiperson action
Computer Vision and Image Understanding - Modeling people toward vision-based underatanding of a person's shape, appearance, and movement
Motion Understanding: Task-Directed Attention and Representations that Link Perception with Action
International Journal of Computer Vision
International Journal of Computer Vision
(Mis?-) Using DRT for Generation of Natural Language Text from Image Sequences
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
Color-Based Probabilistic Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
IEEE Transactions on Pattern Analysis and Machine Intelligence
Agent Orientated Annotation in Model Based Visual Surveillance
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Interval Relations in Lexical Semantics of Verbs
Artificial Intelligence Review
Steps toward a cognitive vision system
AI Magazine
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
On reasoning over tracking events
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Unconstrained multiple-people tracking
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Ambient Intelligence: A New Multidisciplinary Paradigm
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Vision, logic, and language - toward analyzable encompassing systems
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Towards high-level human activity recognition through computer vision and temporal logic
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Automatic learning of background semantics in generic surveilled scenes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Determining the best suited semantic events for cognitive surveillance
Expert Systems with Applications: An International Journal
Augmenting video surveillance footage with virtual agents for incremental event evaluation
Pattern Recognition Letters
Human activity monitoring by local and global finite state machines
Expert Systems with Applications: An International Journal
Rule-based high-level situation recognition from incomplete tracking data
RuleML'12 Proceedings of the 6th international conference on Rules on the Web: research and applications
Supporting fuzzy metric temporal logic based situation recognition by mean shift clustering
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
Hi-index | 0.02 |
In this paper, a Cognitive Vision System (CVS) is presented, which explains the human behaviour of monitored scenes using natural-language texts. This cognitive analysis of human movements recorded in image sequences is here referred to as Human Sequence Evaluation (HSE) which defines a set of transformation modules involved in the automatic generation of semantic descriptions from pixel values. In essence, the trajectories of human agents are obtained to generate textual interpretations of their motion, and also to infer the conceptual relationships of each agent w.r.t. its environment. For this purpose, a human behaviour model based on Situation Graph Trees (SGTs) is considered, which permits both bottom-up (hypothesis generation) and top-down (hypothesis refinement) analysis of dynamic scenes. The resulting system prototype interprets different kinds of behaviour and reports textual descriptions in multiple languages.