000			02912cam a2200421Ma 4500
001			0000p724
003			WSP
007			cr cnu|||unuuu
008			190810t20192012si ob 001 0 eng d
040			_a WSPC _b eng _c WSPC
020			_a9781848165823 _q(ebook)
020			_a184816582X _q(ebook)
020			_z9781848165816 _q(hbk.)
020			_z1848165811 _q(hbk.)
050	0	4	_aTA1634 _b.T35
072		7	_aCOM _x016000 _2bisacsh
072		7	_aTEC _x009030 _2bisacsh
072		7	_aCOM _x014000 _2bisacsh
082	0	4	_a006.37 _223
100	1		_aTalantzis, Fotios. _94101
245	1	0	_aAudio-visual person tracking _h[electronic resource] : _ba practical approach / _cby Fotios Talantzis, Aristodemos Pnevmatikakis and Anthony G. Constantinides.
260			_aSingapore : _bImperial College Press, _c[2019], c2012.
300			_a1 online resource (xxiii, 209 p.)
490	1		_aCommunications and signal processing ; _v4
538			_aMode of access: World Wide Web.
538			_aSystem requirements: Adobe Acrobat Reader.
504			_aIncludes bibliographical references (p. 197-205) and index.
520			_a"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		_aIntroduction -- Tracking algorithms -- Audio tracking -- Visual tracking -- Multimodal tracking -- Applications.
650		0	_aComputer vision. _920759
650		0	_aPattern recognition systems. _93953
655		0	_aElectronic books. _93294
700	1		_aPnevmatikakis, Aristodemos. _94103
700	1		_aConstantinides, A. G. _94104
830		0	_aCommunications and signal processing ; _v4. _920760
856	4	0	_uhttps://www.worldscientific.com/worldscibooks/10.1142/p724#t=toc _zAccess to full text is restricted to subscribers.
942			_cEBK
999			_c72611 _d72611