| 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 |
|
