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020 _a9783319270043
_9978-3-319-27004-3
024 7 _a10.1007/978-3-319-27004-3
_2doi
050 4 _aTK5102.9
072 7 _aTJF
_2bicssc
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082 0 4 _a621.382
_223
245 1 0 _aHuman Activity Recognition and Prediction
_h[electronic resource] /
_cedited by Yun Fu.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aVII, 174 p. 70 illus., 64 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- 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.
520 _aThis 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. .
650 0 _aSignal processing.
_94052
650 0 _aComputer vision.
_963082
650 0 _aBiometric identification.
_911407
650 1 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputer Vision.
_963083
650 2 4 _aBiometrics.
_932763
700 1 _aFu, Yun.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_963084
710 2 _aSpringerLink (Online service)
_963085
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319270029
776 0 8 _iPrinted edition:
_z9783319270036
776 0 8 _iPrinted edition:
_z9783319800554
856 4 0 _uhttps://doi.org/10.1007/978-3-319-27004-3
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c81100
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