Cognitive Vision Systems: Sampling the Spectrum of Approaches: 3948 - Brossura

Brossura

ISBN 10: 354033971X ISBN 13: 9783540339717

Casa editrice: Springer, 2006

Riassunto

This volume is a post-event proceedings volume and contains selected papers based on the presentations given, and the lively discussions that ensued, during a seminar held in Dagstuhl Castle, Germany, in October 2003. Co-sponsored by ECVision, the cognitive vision network of excellence, it was organized to further strengthen cooperation between research groups from different countries working in the field of cognitive vision systems.

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Contenuti

Introductory Remarks.- Introductory Remarks.- I Foundations of Cognitive Vision Systems.- The Space of Cognitive Vision.- Cognitive Vision Needs Attention to Link Sensing with Recognition.- Organization of Architectures for Cognitive Vision Systems.- Cognitive Vision Systems: From Ideas to Specifications.- II Recognition and Categorization.- A System for Object Class Detection.- Greedy Kernel Principal Component Analysis.- Many-to-Many Feature Matching in Object Recognition.- Integrating Video Information over Time. Example: Face Recognition from Video.- Interleaving Object Categorization and Segmentation.- III Learning and Adaptation.- Learning an Analysis Strategy for Knowledge-Based Exploration of Scenes.- IV Representation and Inference.- Things That See: Context-Aware Multi-modal Interaction.- Hierarchies Relating Topology and Geometry.- Cognitive Vision: Integrating Symbolic Qualitative Representations with Computer Vision.- On Scene Interpretation with Description Logics.- V Control and Systems Integration.- A Framework for Cognitive Vision Systems or Identifying Obstacles to Integration.- Visual Capabilities in an Interactive Autonomous Robot.- VI Conclusions.- On Sampling the Spectrum of Approaches Toward Cognitive Vision Systems.

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2006
• Lingua: Inglese
• ISBN 10: 354033971X
• ISBN 13: 9783540339717
• Rilegatura: Copertina flessibile
• Numero di pagine: 380
• Redattore: Christensen Henrik I., Nagel Hans-Hellmut
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania