2002 · 31 citations · 17 references
ComputingCommunicationComputer ScienceAcousticsComputer VisionMachine VisionAcoustic TrackingBeamformingFace PerceptionFace RecognitionObject RecognitionVisual TrackingAudio Signal ProcessingBeam FormingFalse Alarm Rate AnalysisMicrophone Array ProcessingReal-time ProcessingSource TrackingSpeaker Recognition
Both visual and acoustical informations provide effective means of telecommunication between persons. In this context, the face is the most important part of the person both visually and acoustically. We describe how the cooperation of image and audio processing allows to track a person's face and to collect the audio information it produces. We present detection techniques of regions of interest (e.g. Moving regions of skin color), coupled with a neural network based face detector with a low false alarm rate, to locate and track faces. The system is connected to a nine microphone array adaptive beam forming which performs immediate beam forming. Visual and acoustical informations from the speaker face are thus obtained in real time.
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Matthew Turk, Alex Pentland · Journal of Cognitive Neuroscience · 1991 · 13.8K citations · Full text
Human and machine recognition of faces: a survey
Rama Chellappa, Charles L. Wilson, Saad Sirohey · Proceedings of the IEEE · 1995 · 2.5K citations
R. Bajcsy · Proceedings of the IEEE · 1988 · 801 citations