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Outcome of a Dagstuhl Seminar: Cognitive Vision Systems 2006
- Henrik I. Christensen, Hans-Hellmut Nagel:
Cognitive Vision Systems, Sampling the Spectrum of Approaches [based on a Dagstuhl seminar]. Lecture Notes in Computer Science 3948, Springer 2006, ISBN 978-3-540-33971-7 - Henrik I. Christensen, Hans-Hellmut Nagel:
Introductory Remarks. 1-4
Foundations of Cognitive Vision Systems
- David Vernon:
The Space of Cognitive Vision. 7-24 - John K. Tsotsos:
Cognitive Vision Needs Attention to Link Sensing with Recognition. 25-35 - Gösta H. Granlund:
Organization of Architectures for Cognitive Vision Systems. 37-55 - Hans-Hellmut Nagel:
Cognitive Vision Systems: From Ideas to Specifications. 57-69
Recognition and Categorization
- Daniela Hall:
A System for Object Class Detection. 73-85 - Vojtech Franc, Václav Hlavác:
Greedy Kernel Principal Component Analysis. 87-105 - Ali Shokoufandeh, Yakov Keselman, M. Fatih Demirci, Diego Macrini, Sven J. Dickinson:
Many-to-Many Feature Matching in Object Recognition. 107-125 - Volker Krüger, Shaohua Kevin Zhou, Rama Chellappa:
Integrating Video Information over Time. Example: Face Recognition from Video. 127-144 - Bastian Leibe, Bernt Schiele:
Interleaving Object Categorization and Segmentation. 145-161
Learning and Adaptation
- Heinrich Niemann, Ulrike Ahlrichs, Dietrich Paulus:
Learning an Analysis Strategy for Knowledge-Based Exploration of Scenes. 165-180
Representation and Inference
- James L. Crowley:
Things That See: Context-Aware Multi-modal Interaction. 183-198 - Walter G. Kropatsch, Yll Haxhimusa, Pascal Lienhardt:
Hierarchies Relating Topology and Geometry. 199-220 - Anthony G. Cohn, David C. Hogg, Brandon Bennett, Vincent E. Devin, Aphrodite Galata, Derek R. Magee, Chris J. Needham, Paulo E. Santos:
Cognitive Vision: Integrating Symbolic Qualitative Representations with Computer Vision. 221-246 - Bernd Neumann, Ralf Möller:
On Scene Interpretation with Description Logics. 247-275
Control and Systems Integration
- Markus Vincze, Michael Zillich, Wolfgang Ponweiser:
A Framework for Cognitive Vision Systems or Identifying Obstacles to Integration. 279-293 - James J. Little, Jesse Hoey, Pantelis Elinas:
Visual Capabilities in an Interactive Autonomous Robot. 295-312
Conclusions
- Hans-Hellmut Nagel:
On Sampling the Spectrum of Approaches Toward Cognitive Vision Systems. 315-319
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