000 03393nam a22003618i 4500
001 CR9781139136310
003 UkCbUP
005 20200124160316.0
006 m|||||o||d||||||||
007 cr||||||||||||
008 110805s2012||||enk o ||1 0|eng|d
020 _a9781139136310 (ebook)
020 _z9781107022294 (hardback)
040 _aUkCbUP
_beng
_erda
_cUkCbUP
050 0 0 _aTK5102.9
_b.M847 2012
082 0 0 _a621.382/2
_223
245 0 0 _aMultimodal signal processing :
_bhuman interactions in meetings /
_cedited by Steve Renals [and others].
264 1 _aCambridge :
_bCambridge University Press,
_c2012.
300 _a1 online resource (xi, 273 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
505 0 _aMultimodal signal processing for meetings : an introduction / Andrei Popescu-Belis and Jean Carletta -- Data collection / Jean Carletta and Mike Lincoln -- Microphone arrays and beamforming / Iain McCowan -- Speaker diarization / Fabio Valente and Gerald Friedland -- Speech recognition / Thomas Hain and Philip N. Garner -- Sampling techniques for audio-visual tracking and head pose estimation / Jean-Marc Odobez and Oswald Lanz -- Video processing and recognition / Pavel Zemčík, Sébastien Marcel and Jozef Mlích -- Language structure / Tilman Becker and Theresa Wilson -- Multimodal analysis of small-group conversational dynamics / Daniel Gatica-Perez, Rieks op den Akker and Dirk Heylen -- Summarization / Thomas Kleinbauer and Gabriel Murray -- User requirements for meeting support technology / Denis Lalanne and Andrei Popescu-Belis -- Meeting browsers and meeting assistants / Steve Whittaker, Simon Tucker and Denis Lalanne -- Evaluation of meeting support technology / Simon Tucker and Andrei Popescu-Belis -- Conclusion and perspectives / Hervé Bourlard and Steve Renals.
520 _aBringing together experts in multimodal signal processing, this book provides a detailed introduction to the area, with a focus on the analysis, recognition and interpretation of human communication. The technology described has powerful applications. For instance, automatic analysis of the outputs of cameras and microphones in a meeting can make sense of what is happening - who spoke, what they said, whether there was an active discussion and who was dominant in it. These analyses are layered to move from basic interpretations of the signals to richer semantic information. The book covers the necessary analyses in a tutorial manner, going from basic ideas to recent research results. It includes chapters on advanced speech processing and computer vision technologies, language understanding, interaction modeling and abstraction, as well as meeting support technology. This guide connects fundamental research with a wide range of prototype applications to support and analyze group interactions in meetings.
650 0 _aSignal processing
_xDigital techniques.
650 0 _aInteractive multimedia.
650 0 _aComputer input-output equipment.
650 0 _aComputer conferencing
_xTechnological innovations.
700 1 _aRenals, Steve,
_eeditor.
776 0 8 _iPrint version:
_z9781107022294
856 4 0 _uhttps://doi.org/10.1017/CBO9781139136310
999 _c521507
_d521505