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Author Ahad, Md. Atiqur Rahman.
Title Motion history images for action recognition and understanding [electronic resource] / Md. Atiqur Rahman Ahad.
Publication Info. London ; New York : Springer, c2013.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Series SpringerBriefs in computer science.
Contents 1. Introduction -- Action/Activity: Nomenclature -- Atomic Actions -- Action -- Activity -- Various Dimensions of Action Recognition -- Applications -- Action Recognition is Difficult: Why? -- Some Assumptions on Action Recognition -- Action Recognition: Some Basic Steps -- Motion History Image -- 2. Action Representation -- Action Recognition -- Approaches on Bag-of-Features -- XYT: Space-Time Volume -- Spatio-Temporal Silhouettes -- Interest-Point Detectors -- Local Discriminative Approaches -- Large-Scale Features-Based Recognition -- Local Patches-Based Recognition -- Mixed Approach for Recognition -- View-Invariant Approaches -- 3. Motion History Image -- Motion History Image and its Importance -- Applications of the MHI Method/Representation -- Motion History Image: A Tutorial -- Construction of the Motion Energy Image (MEI) -- Construction of the Motion History Image (MHI) -- Importance of the MHI and the MEI -- Limitations of the MHI Method -- MHI and Its Variants: 2D/3D -- View-Based MHI and Its Variants -- View-Invariant MHI Representations -- 4 Action Datasets and MHI -- Various Datasets -- Datasets Employed in MHI -- KTH Dataset -- Weizmann Dataset -- IXMAS Dataset -- CASIA Gait Database -- Virtual Human Action Silhouette (ViHASi) Dataset -- CMU MoBo Dataset -- USF HumanID Dataset -- Marcel's Dynamic Hand Poster and Gesture Dataset -- TRECVID Dataset.
Bibliography Includes bibliographical references and index.
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Note Description based on print version record.
Subject Computer vision.
Image processing -- Digital techniques.
Pattern recognition systems.
Added Author Ebooks Corporation
Related To Print version: Ahad, Md. Atiqur Rahman Motion History Images for Action Recognition and Understanding Dordrecht : Springer, c2011 9781447147299
ISBN 9781447147305 (electronic bk.)
1447147308 (electronic bk.)
9781447147299
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