Human Activity Recognition and Prediction
This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video content understanding by taking advantage of activity recognition. It links multiple popular research fields in computer vision, machine learning, human-centered computing, human-computer interaction, image classification, and pattern recognition. In a…
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Produktdetails
- ISBN: 978-3-319-27004-3
- EAN: 9783319270043
- Produktnummer: 19303259
- Verlag: Springer
- Sprache: Englisch
- Erscheinungsjahr: 2015
- Plattform: PDF
- Masse: 5'793 KB
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