Holdings: Human activity recognition and prediction

Human activity recognition and prediction:

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Bibliographic Details
Format:	Book
Language:	English
Published:	Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2016]
Edition:	Softcover reprint of the hardcover 1st edition 2016
Subjects:	Bildanalyse Bewegung Mustererkennung Bildverarbeitung Vorhersagbarkeit
Online Access:	Inhaltsverzeichnis Klappentext
Physical Description:	vii, 174 Seiten Illustrationen, Diagramme
ISBN:	9783319800554

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adam_text	Contents 1 Introduction................................................... 1 Yu Kong and Yun Fu 2 Action Recognition and Human Interaction........................ 23 Yu Kong and Yun Fu 3 Subspace Learning for Action Recognition........................ 49 Chengcheng Jia and Yun Fu 4 Multimodal Action Recognition................................. 71 Chengcheng Jia, Wei Pang, and Yun Fu 5 RGB-D Action Recognition........................................ 87 Chengcheng Jia, Yu Kong, Zhengming Ding, and Yun Fu 6 Activity Prediction.......................................... 107 Yu Kong and Yun Fu 7 Actionlets and Activity Prediction............................. 123 Kang Li and Yun Fu 8 Time Series Modeling for Activity Prediction................. 153 Kang Li, Sheng Li, and Yun Fu vii YunFu Editor 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-cooipiiief: . • V interaction, image classification, and pattern recognition. In addition, the bookindodeif several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles aad^ blend both methodology and application, composing a solid overview of the bswaaaif activity recognition techniques.
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edition	Softcover reprint of the hardcover 1st edition 2016
format	Book
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id	DE-604.BV043484175
illustrated	Illustrated
indexdate	2024-07-10T07:26:57Z
institution	BVB
isbn	9783319800554
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028900863
oclc_num	958878852
open_access_boolean
owner	DE-355 DE-BY-UBR DE-11
owner_facet	DE-355 DE-BY-UBR DE-11
physical	vii, 174 Seiten Illustrationen, Diagramme
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer
record_format	marc
spelling	Human activity recognition and prediction Yun Fu, editor Softcover reprint of the hardcover 1st edition 2016 Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2016] © 2016 vii, 174 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Bildanalyse (DE-588)4145391-8 gnd rswk-swf Bewegung (DE-588)4006311-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Vorhersagbarkeit (DE-588)4260601-9 gnd rswk-swf Bildanalyse (DE-588)4145391-8 s Bildverarbeitung (DE-588)4006684-8 s Bewegung (DE-588)4006311-2 s Mustererkennung (DE-588)4040936-3 s Vorhersagbarkeit (DE-588)4260601-9 s DE-604 Fu, Yun Sonstige oth Äquivalent Druck-Ausgabe, Hardcover 978-3-319-27002-9 Erscheint auch als Online-Ausgabe 978-3-319-27004-3 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900863&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900863&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext
spellingShingle	Human activity recognition and prediction Bildanalyse (DE-588)4145391-8 gnd Bewegung (DE-588)4006311-2 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd Vorhersagbarkeit (DE-588)4260601-9 gnd
subject_GND	(DE-588)4145391-8 (DE-588)4006311-2 (DE-588)4040936-3 (DE-588)4006684-8 (DE-588)4260601-9
title	Human activity recognition and prediction
title_auth	Human activity recognition and prediction
title_exact_search	Human activity recognition and prediction
title_full	Human activity recognition and prediction Yun Fu, editor
title_fullStr	Human activity recognition and prediction Yun Fu, editor
title_full_unstemmed	Human activity recognition and prediction Yun Fu, editor
title_short	Human activity recognition and prediction
title_sort	human activity recognition and prediction
topic	Bildanalyse (DE-588)4145391-8 gnd Bewegung (DE-588)4006311-2 gnd Mustererkennung (DE-588)4040936-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd Vorhersagbarkeit (DE-588)4260601-9 gnd
topic_facet	Bildanalyse Bewegung Mustererkennung Bildverarbeitung Vorhersagbarkeit
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900863&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900863&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT fuyun humanactivityrecognitionandprediction

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