Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
The EM algorithm for graphical association models with missing data
Computational Statistics & Data Analysis - Special issue dedicated to Toma´sˇ Havra´nek
Spectral covariance and fuzzy regions for image indexing
Machine Vision and Applications
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Agile software development
Bayesian Networks and Decision Graphs
Bayesian Networks and Decision Graphs
Beyond Interaction Design: Beyond Human-Computer Interaction
Beyond Interaction Design: Beyond Human-Computer Interaction
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Bayesian networks for speech and image integration
Eighteenth national conference on Artificial intelligence
Differential Invariants for Color Images
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
The Journal of Machine Learning Research
Combining speech and haptics for intuitive and efficient navigation through image databases
Proceedings of the 5th international conference on Multimodal interfaces
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
Multimodal interaction in an augmented reality scenario
Proceedings of the 6th international conference on Multimodal interfaces
Serial multiple classifier systems exploiting a coarse to fine output coding
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Integrating context-free and context-dependent attentional mechanisms for gestural object reference
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
A cognitive vision system for action recognition in office environments
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
An augmented reality human-computer interface for object localization in a cognitive vision system
Image and Vision Computing
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The emerging cognitive vision paradigm deals with vision systems that apply machine learning and automatic reasoning in order to learn from what they perceive. Cognitive vision systems can rate the relevance and consistency of newly acquired knowledge, they can adapt to their environment and thus will exhibit high robustness. This contribution presents vision systems that aim at flexibility and robustness. One is tailored for content-based image retrieval, the others are cognitive vision systems that constitute prototypes of visual active memories which evaluate, gather, and integrate contextual knowledge for visual analysis. All three systems are designed to interact with human users. After we will have discussed adaptive content-based image retrieval and object and action recognition in an office environment, the issue of assessing cognitive systems will be raised. Experiences from psychologically evaluated human-machine interactions will be reported and the promising potential of psychologically-based usability experiments will be stressed.