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Research On Smart Mirror Function Demand And Human-computer Interaction Based On Face Recognition

Posted on:2015-03-04Degree:MasterType:Thesis
Country:ChinaCandidate:Y LiFull Text:PDF
GTID:2348330485996186Subject:Industrial design
Abstract/Summary:PDF Full Text Request
Today as the soaring development of artificial intelligence industry, it is natually for intelligent mirror with its long belonging form as a breakthrough product entering into the smart home industry. From the angle of smart home and market analysis, the face recognition technology already has a rather high rate of the identification and accuracy, but smart mirror is still in a complicated operation state. This paper mainly studies what core function is necessary for the smart mirror in a home environment and tries to conclude an appropriate interaction between people and intelligent mirror under the study of their relationship, furthermore deducing a reasonable and reliable intelligent mirror operation form. Firstly, The paper studies the process and methods of face recognition, which mainly divided into two stages of training and recognition. Firstly by identifing face images in batches to carry out a feature space of training, which algorithm includes three face recognition algorithms respectively based on PCA, Fisher linear judgment and the LBP feature, then to extract and contrast characteristics and finally to get the statistical index. Then researches on the use of methods and development trend of intelligent equipments in regard to the natural human-computer interaction. The methods mainly include physical key categories of both buttons and knobs, touch devices of touch screen and touch panel, the potential of interactive way of gesture interaction, voice interaction and head-pose interaction. It compares each of their usage scenarios and the advantages and disadvantages and finally infers the best interactive mode of intelligent mirror. Then puts forward the function and orientation of the intelligent mirror products in the trend of the smart home to take the first step to a smart home. Intelligent mirror mainly based on face recognition, image analysis and through data analysis and dynamic sensing technology, based on the depth of learning image recognition technology and the natural person and the interactive technology combined with visual information, to provide the required daily life information and services related to the users, to help users better understand themselves, to connect service better, to provide a variety of information, knowledge, solutions in real time. At last designs a set of intelligent mirror interaction scheme. A complete interactive scheme of intelligent mirror is to implement functional operation input through the automatic face recognition, gesture information information, voice information in the two recognition mode of active recognition and passive recognition, and then to display the analysis information, recommendation information and material class information as information output.
Keywords/Search Tags:Face Recognition, Smart Mirror, Smart Home, Real time Tracking, Human-computer Interaction
PDF Full Text Request
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