Multimodal computational attention for scene understanding and robotics:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schriftenreihe: | Cognitive systems monographs
volume 30 (2016) |
| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (xxiv, 203 Seiten) |
| ISBN: | 9783319337968 |
| DOI: | 10.1007/978-3-319-33796-8 |
Internformat
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 618538 |
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| _version_ | 1806179755806949376 |
| adam_text | MULTIMODAL COMPUTATIONAL ATTENTION FOR SCENE UNDERSTANDING AND ROBOTICS
/ SCHAUERTE, BORIS
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
BACKGROUND
BOTTOM-UP AUDIO-VISUAL ATTENTION FOR SCENE EXPLORATION
MULTIMODAL ATTENTION WITH TOP-DOWN GUIDANCE
CONCLUSION
APPLICATIONS
DATASET OVERVIEW
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MULTIMODAL COMPUTATIONAL ATTENTION FOR SCENE UNDERSTANDING AND ROBOTICS
/ SCHAUERTE, BORIS
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK PRESENTS STATE-OF-THE-ART COMPUTATIONAL ATTENTION MODELS THAT
HAVE BEEN SUCCESSFULLY TESTED IN DIVERSE APPLICATION AREAS AND CAN BUILD
THE FOUNDATION FOR ARTIFICIAL SYSTEMS TO EFFICIENTLY EXPLORE, ANALYZE,
AND UNDERSTAND NATURAL SCENES. IT GIVES A COMPREHENSIVE OVERVIEW OF THE
MOST RECENT COMPUTATIONAL ATTENTION MODELS FOR PROCESSING VISUAL AND
ACOUSTIC INPUT. IT COVERS THE BIOLOGICAL BACKGROUND OF VISUAL AND
AUDITORY ATTENTION, AS WELL AS BOTTOM-UP AND TOP-DOWN ATTENTIONAL
MECHANISMS AND DISCUSSES VARIOUS APPLICATIONS. IN THE FIRST PART NEW
APPROACHES FOR BOTTOM-UP VISUAL AND ACOUSTIC SALIENCY MODELS ARE
PRESENTED AND APPLIED TO THE TASK OF AUDIO-VISUAL SCENE EXPLORATION OF A
ROBOT. IN THE SECOND PART THE INFLUENCE OF TOP-DOWN CUES FOR ATTENTION
MODELING IS INVESTIGATED.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Informatik |
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| format | Electronic eBook |
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| isbn | 9783319337968 |
| language | English |
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| series | Cognitive systems monographs |
| series2 | Cognitive systems monographs |
| spellingShingle | Schauerte, Boris Multimodal computational attention for scene understanding and robotics Cognitive systems monographs Engineering Artificial intelligence Image processing Pattern recognition Computational intelligence Robotics Automation Computational Intelligence Robotics and Automation Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Pattern Recognition Ingenieurwissenschaften Künstliche Intelligenz |
| title | Multimodal computational attention for scene understanding and robotics |
| title_auth | Multimodal computational attention for scene understanding and robotics |
| title_exact_search | Multimodal computational attention for scene understanding and robotics |
| title_full | Multimodal computational attention for scene understanding and robotics Boris Schauerte |
| title_fullStr | Multimodal computational attention for scene understanding and robotics Boris Schauerte |
| title_full_unstemmed | Multimodal computational attention for scene understanding and robotics Boris Schauerte |
| title_short | Multimodal computational attention for scene understanding and robotics |
| title_sort | multimodal computational attention for scene understanding and robotics |
| topic | Engineering Artificial intelligence Image processing Pattern recognition Computational intelligence Robotics Automation Computational Intelligence Robotics and Automation Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Pattern Recognition Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Image processing Pattern recognition Computational intelligence Robotics Automation Computational Intelligence Robotics and Automation Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Pattern Recognition Ingenieurwissenschaften Künstliche Intelligenz |
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