文章基本信息

标题：Age Detection system Using Fuzzy Logic in Image Processing
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作者：Vaishali Salve ; Prashil D.Deshmukh ; Yogita Chavan 等
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：2
页码：2556
DOI：10.15680/IJIRCCE.2017.0502138
出版社：S&S Publications
摘要：Automatically human age recognizing using facial Image analysis has lots of potential real-worldapplication, such as human computer interaction and multimedia communication. Several face detection algorithms aredeveloped to track human face in a motion scene Edges can be recognizing using fuzzy logic algorithm with differentlevels of processing. In the proposed algorithm, a digital image is calculated using three (3) 3x 3linear spatial filters i.e.low-pass, high-pass and edge enhancement Filters through spatial convolution process. Fuzzy system inputs can beread through Edge strength values derived from the three masks form three set of edges, based on the Gaussianfunctions and fuzzy rules the fuzzy system checks whether a pixel in focus belong to an edge or non-edge. Defuzziermethods are used to produce final pixel classification of a image for generating output pixel value. In this paper, we aretrying to detect the edges of images for recognizing age of human by using fuzzy logic in MATLAB environmentwithout determining threshold value of image.
关键词：Age; Fuzzy Logic; Fuzzy Inference System; Edges; Fuzzy Edge Detection; fuzzy rule; digital image;processing; fuzzy classification; image segmentation