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245 1 0 _aMultimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
_h[electronic resource] :
_bFirst IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012, Revised Selected Papers /
_cedited by Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency.
250 _a1st ed. 2013.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aVIII, 131 p. 49 illus.
_bonline resource.
336 _atext
_btxt
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337 _acomputer
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338 _aonline resource
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v7742
505 0 _aModelling Social Signals -- Generative Modelling of Dyadic Conversations: Characterization of Pragmatic Skills During Development Age -- Social Coordination Assessment: Distinguishing between Shape and Timing -- Social Signals in Facial Expressions -- A Novel LDA and HMM-Based Technique for Emotion Recognition from Facial Expressions -- Generation of Facial Expression for Communication Using Elfoid with Projector -- Eye Localization from Infrared Thermal Images -- Analysis of Speech and Physiological Speech -- The Effect of Fuzzy Training Targets on Voice Quality Classification -- Physiological Effects of Delayed System Response Time on Skin Conductance -- A Non-invasive Multi-sensor Capturing System for Human Physiological and Behavioral Responses Analysis -- Motion Analysis and Activity Recognition -- 3D Motion Estimation of Human Body from Video with Dynamic Camera Work -- Motion History of Skeletal Volumes and Temporal Change in Bounding Volume Fusion for Human Action Recognition -- Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos -- Multimodal Fusion -- Using the Transferable Belief Model for Multimodal Input Fusion in Companion Systems -- Fusion of Fragmentary Classifier Decisions for Affective State Recognition.
520 _aThis book constitutes the thoroughly refereed post-workshop proceedings of the First IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (MPRSS2012), held in Tsukuba, Japan in November 2012, in collaboration with the NLGD Festival of Games. The 21 revised papers presented during the workshop cover topics on facial expression recognition, audiovisual emotion recognition, multimodal Information fusion architectures, learning from unlabeled and partially labeled data, learning of time series, companion technologies and robotics.
650 0 _aComputer vision.
_9132905
650 0 _aUser interfaces (Computer systems).
_911681
650 0 _aHuman-computer interaction.
_96196
650 0 _aArtificial intelligence.
_93407
650 0 _aPattern recognition systems.
_93953
650 0 _aApplication software.
_9132906
650 0 _aComputers and civilization.
_921733
650 1 4 _aComputer Vision.
_9132907
650 2 4 _aUser Interfaces and Human Computer Interaction.
_931632
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer and Information Systems Applications.
_9132908
650 2 4 _aComputers and Society.
_931668
700 1 _aSchwenker, Friedhelm.
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_9132909
700 1 _aScherer, Stefan.
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_9132910
700 1 _aMorency, Louis-Philippe.
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_9132911
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-642-37081-6
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