Title :
Integrated system of face recognition and sound localization for a smart door phone
Author :
Taewan Kim ; Hyungsoo Park ; Sang Hoon Hong ; Yunmo Chung
Author_Institution :
Dept. of Electron. & Radio Eng., Kyung Hee Univ., Yongin, South Korea
Abstract :
This paper proposes a smart system using both face recognition and sound localization techniques to identify foreign faces through a door phone in a more efficient and accurate way. In particular, a visitor´s voice is used to localize the proper location of the speaker. The location information is then used to adjust the door phone camera position to frame the face in its field of view. In order to accurately locate the facial position of the visitor, 4 microphones are positioned in a cross configuration. Furthermore, face detection and face recognition algorithms as well as a wireless interface are used to recognize the visitor and send the information to the home owner´s phone. The entire control system is built using an FPGA chip and tested for actual use in door phone environments1.
Keywords :
face recognition; field programmable gate arrays; home automation; microphones; mobile handsets; object detection; speaker recognition; FPGA chip; door phone camera position; face detection; face recognition; foreign faces; integrated system; microphones; smart door phone; sound localization; speaker location; wireless interface; Accuracy; Cameras; Face; Face detection; Face recognition; Microphones; Mobile handsets; door phone; face detection; facerecognition; home automation; smart homes; sound localization;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2013.6626244