Multimodal Computational Attention for Scene Understanding and Robotics

• Main Author: Schauerte, Boris (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Cognitive Systems Monographs, 30
• Subjects: 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.

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...

Table of Contents:

• Introduction
• Background
• Bottom-up Audio-Visual Attention for Scene Exploration
• Multimodal Attention with Top-Down Guidance
• Conclusion
• Applications
• Dataset Overview.