Book Volume 3948 2006

Cognitive Vision Systems

Sampling the Spectrum of Approaches

Editors:

ISBN: 978-3-540-33971-7 (Print) 978-3-540-33972-4 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages -

  2. Introductory Remarks

    1. No Access

      Chapter

      Pages 1-4

      Introductory Remarks

  3. Part I Foundations of Cognitive Vision Systems

    1. Front Matter

      Pages 5-5

    2. No Access

      Chapter

      Pages 7-24

      The Space of Cognitive Vision

    3. No Access

      Chapter

      Pages 25-35

      Cognitive Vision Needs Attention to Link Sensing with Recognition

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      Chapter

      Pages 37-55

      Organization of Architectures for Cognitive Vision Systems

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      Chapter

      Pages 57-69

      Cognitive Vision Systems: From Ideas to Specifications

  4. Part II Recognition and Categorization

    1. Front Matter

      Pages 71-71

    2. No Access

      Chapter

      Pages 73-85

      A System for Object Class Detection

    3. No Access

      Chapter

      Pages 87-105

      Greedy Kernel Principal Component Analysis

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      Chapter

      Pages 107-125

      Many-to-Many Feature Matching in Object Recognition

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      Chapter

      Pages 127-144

      Integrating Video Information over Time. Example: Face Recognition from Video

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      Chapter

      Pages 145-161

      Interleaving Object Categorization and Segmentation

  5. Part III Learning and Adaptation

    1. Front Matter

      Pages 163-163

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      Chapter

      Pages 165-180

      Learning an Analysis Strategy for Knowledge-Based Exploration of Scenes

  6. Part IV Representation and Inference

    1. Front Matter

      Pages 181-181

    2. No Access

      Chapter

      Pages 183-198

      Things That See: Context-Aware Multi-modal Interaction

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      Chapter

      Pages 199-220

      Hierarchies Relating Topology and Geometry

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      Chapter

      Pages 221-246

      Cognitive Vision: Integrating Symbolic Qualitative Representations with Computer Vision

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      Chapter

      Pages 247-275

      On Scene Interpretation with Description Logics

  7. Part V Control and Systems Integration

    1. Front Matter

      Pages 277-277

    2. No Access

      Chapter

      Pages 279-293

      A Framework for Cognitive Vision Systems or Identifying Obstacles to Integration

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      Chapter

      Pages 295-312

      Visual Capabilities in an Interactive Autonomous Robot

  8. Part VI Conclusions

    1. Front Matter

      Pages 313-313

    2. No Access

      Chapter

      Pages 315-319

      On Sampling the Spectrum of Approaches Toward Cognitive Vision Systems

  9. Back Matter

    Pages -