Audio-visual person tracking (Record no. 72611)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02912cam a2200421Ma 4500 |
| 001 - CONTROL NUMBER | |
| control field | 0000p724 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190810t20192012si ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781848165823 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 184816582X |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.37 |
| 100 1# - AUTHOR NAME | |
| Author | Talantzis, Fotios. |
| 245 10 - TITLE STATEMENT | |
| Title | Audio-visual person tracking |
| Sub Title | a practical approach / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | Imperial College Press, |
| Year of publication | [2019], c2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xxiii, 209 p.) |
| 490 1# - SERIES STATEMENT | |
| Series statement | Communications and signal processing ; |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This book deals with the creation of the algorithmic backbone that enables a computer to perceive humans in a monitored space. This is performed using the same signals that humans process, i.e., audio and video. Computers reproduce the same type of perception using sensors and algorithms in order to detect and track multiple interacting humans, by way of multiple cues, like bodies, faces or speech. This application domain is challenging, because audio and visual signals are cluttered by both background and foreground objects. First, particle filtering is established as the framework for tracking. Then, audio, visual and also audio-visual tracking systems are separately explained. Each modality is analyzed, starting with sensor configuration, detection for tracker initialization and the trackers themselves. Techniques to fuse the modalities are then considered. Instead of offering a monolithic approach to the tracking problem, this book also focuses on implementation by providing MATLAB code for every presented component. This way, the reader can connect every concept with corresponding code. Finally, the applications of the various tracking systems in different domains are studied."--Publisher's website. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction -- Tracking algorithms -- Audio tracking -- Visual tracking -- Multimodal tracking -- Applications. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Pnevmatikakis, Aristodemos. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Constantinides, A. G. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/p724#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Pattern recognition systems. |
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