03531nam 22006615 450 991025420470332120200706082130.03-319-27004-410.1007/978-3-319-27004-3(CKB)3780000000094088(EBL)4205835(SSID)ssj0001597275(PQKBManifestationID)16296544(PQKBTitleCode)TC0001597275(PQKBWorkID)14885985(PQKB)10621480(DE-He213)978-3-319-27004-3(MiAaPQ)EBC4205835(PPN)258870516(PPN)190882069(EXLCZ)99378000000009408820151223d2016 u| 0engur|n|---|||||txtccrHuman Activity Recognition and Prediction /edited by Yun Fu1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (179 p.)Description based upon print version of record.3-319-27002-8 Includes bibliographical references at the end of each chapters.Introduction -- Action and Activities -- Action Recognition and Human Interaction -- Multimodal Action Recognition -- RGB-D Action Recognition -- Actionlets and Activity Prediction -- Time Series Modeling for Activity Prediction -- RGB-D Action 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 addition, the book includes several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles and blend both methodology and application, composing a solid overview of the human activity recognition techniques. .Signal processingImage processingSpeech processing systemsOptical data processingBiometrics (Biology)Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Biometricshttps://scigraph.springernature.com/ontologies/product-market-codes/I22040Signal processing.Image processing.Speech processing systems.Optical data processing.Biometrics (Biology).Signal, Image and Speech Processing.Image Processing and Computer Vision.Biometrics.620Fu Yunedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910254204703321Human Activity Recognition and Prediction1545085UNINA