Localizing Overlapping Parts by Searching the Interpretation Tree
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
A Bayesian model of plan recognition
Artificial Intelligence
Automatic symbolic traffic scene analysis using belief networks
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Collaborative plans for complex group action
Artificial Intelligence
Needles in a haystack: plan recognition in large spatial domains involving multiple agents
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Maintaining knowledge about temporal intervals
Communications of the ACM
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Plan-based plan recognition models for the effective coordination of agents through observation
Plan-based plan recognition models for the effective coordination of agents through observation
Agent Orientated Annotation in Model Based Visual Surveillance
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
The BATmobile: towards a Bayesian automated taxi
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Building classifiers using Bayesian networks
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Tracking dynamic team activity
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Accounting for context in plan recognition, with application to traffic monitoring
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Monitoring deployed agent teams
Proceedings of the fifth international conference on Autonomous agents
Towards robust teams with many agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Recognizing Probabilistic Opponent Movement Models
RoboCup 2001: Robot Soccer World Cup V
Reasoning about Dynamic Scenes Using Autonomous Agents
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Layered Representations for Human Activity Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Proceedings of the 5th international conference on Multimodal interfaces
Monitoring agents using declarative planning
Fundamenta Informaticae
Layered representations for learning and inferring office activity from multiple sensory channels
Computer Vision and Image Understanding - Special issue on event detection in video
A unified approach to the generation of semantic cues for sports video annotation
Signal Processing - Special section on content-based image and video retrieval
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Robust recognition of physical team behaviors using spatio-temporal models
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Learning, detection and representation of multi-agent events in videos
Artificial Intelligence
Conceptual representations between video signals and natural language descriptions
Image and Vision Computing
Policy recognition for multi-player tactical scenarios
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Activity representation using 3D shape models
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
Robust and efficient plan recognition for dynamic multi-agent teams
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
An integrated approach to high-level information fusion
Information Fusion
Factored reasoning for monitoring dynamic team and goal formation
Information Fusion
Video analysis of hockey play in selected game situations
Image and Vision Computing
Detecting disagreements in large-scale multi-agent teams
Autonomous Agents and Multi-Agent Systems
A trajectory-based analysis of coordinated team activity in a basketball game
Computer Vision and Image Understanding
An Embodied Cognition Approach to Mindreading Skills for Socially Intelligent Robots
International Journal of Robotics Research
Simultaneous team assignment and behavior recognition from spatio-temporal agent traces
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Hypothesis pruning and ranking for large plan recognition problems
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Video activity recognition in the real world
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Monitoring teams by overhearing: a multi-agent plan-recognition approach
Journal of Artificial Intelligence Research
Review: The use of pervasive sensing for behaviour profiling - a survey
Pervasive and Mobile Computing
Maps for verbs: the relation between interaction dynamics and verb use
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Rate-invariant recognition of humans and their activities
IEEE Transactions on Image Processing
A multimedia system architecture for automatic annotation of sports videos
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Trajectory based assessment of coordinated human activity
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Human activity analysis: A review
ACM Computing Surveys (CSUR)
Action recognition for support of adaptive gameplay: a case study of a first person shooter
International Journal of Computer Games Technology
Stochastic Representation and Recognition of High-Level Group Activities
International Journal of Computer Vision
Activity Recognition for Dynamic Multi-Agent Teams
ACM Transactions on Intelligent Systems and Technology (TIST)
Multivalued default logic for identity maintenance in visual surveillance
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
S-SEER: selective perception in a multimodal office activity recognition system
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Workflow activity monitoring using dynamics of pair-wise qualitative spatial relations
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
A real-time opponent modeling system for rush football
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Monitoring Agents using Declarative Planning
Fundamenta Informaticae - The 1st International Workshop on Knowledge Representation and Approximate Reasoning (KR&AR)
Assessing team strategy using spatiotemporal data
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Shopping behavior recognition using a language modeling analogy
Pattern Recognition Letters
| Hi-index | 0.00 |
A probabilistic framework for representing and visually recognizing complex multi-agent action is presented. Motivated by work in model-based object recognition and designed for the recognition of action from visual evidence, the representation has three components: (1) temporal structure descriptions representing the temporal relationships between agent goals, (2) belief networks for probabilistic ally representing and recognizing individual agent goals from visual evidence, and (3) belief networks automatically generated from the temporal structure descriptions that support the recognition of the complex action. We describe our current work on recognizing American football plays from noisy trajectory data.