A knowledge-based approach to integration of image processing procedures
CVGIP: Image Understanding
Control of selective perception using Bayes nets and decision theory
International Journal of Computer Vision - Special issue on active vision II
Perceptual user interfaces: perceptual intelligence
Communications of the ACM
Perceptual user interfaces: things that see
Communications of the ACM
Petri Net Theory and the Modeling of Systems
Petri Net Theory and the Modeling of Systems
Wearable Computers: No Longer Science Fiction
IEEE Pervasive Computing
Jijo-2: An Office Robot that Communicates and Learns
IEEE Intelligent Systems
Robust Real-Time Face Detection
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
An XML Based Framework for Cognitive Vision Architectures
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Integration Frameworks for Large Scale Cognitive Vision Systems - An Evaluative Study
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Memory Consistency Validation in a Cognitive Vision System
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Combining Sensory and Symbolic Data for Manipulative Gesture Recognition
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
Fast 2D Hand Tracking with Flocks of Features and Multi-Cue Integration
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 10 - Volume 10
A Flexible Software Architecture for Hybrid Tracking
Journal of Robotic Systems
Combining environmental cues & head gestures to interact with wearable devices
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Journal of Cognitive Neuroscience
Perceptual anchoring of symbols for action
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Real-time camera pose in a room
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Model-Based Three-Dimensional Interpretations of Two-Dimensional Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
EMS-Vision: a perceptual system for autonomous vehicles
IEEE Transactions on Intelligent Transportation Systems
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Most of the research conducted in human-computer interaction (HCI) focuses on a seamless interface between a user and an application that is separated from the user in terms of working space and/or control, like navigation in image databases, instruction of robots, or information retrieval systems. The interaction paradigm of cognitive assistance goes one step further in that the application consists of assisting the user performing everyday tasks in his or her own environment and in that the user and the system share the control of such tasks. This kind of tight bidirectional interaction in realistic environments demands cognitive system skills like context awareness, attention, learning, and reasoning about the external environment. Therefore, the system needs to integrate a wide variety of visual functions, like localization, object tracking and recognition, action recognition, interactive object learning, etc. In this paper we show how different kinds of system behaviors are realized using the Active Memory Infrastructure that provides the technical basis for distributed computation and a data- and event-driven integration approach. A running augmented reality system for cognitive assistance is presented that supports users in mixing beverages. The flexibility and generality of the system framework provides an ideal testbed for studying visual cues in human-computer interaction. We report about results from first user studies.