Missing Children Identification using Face Recognition

In India a limitless wide variety of kids are pronounced lacking each year. Among the lacking baby instances a huge percent of kids continue to be untraced. This approach gives a unique technique for figuring out the pronounced lacking baby from the images of kids available, with the assist of face...

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Bibliographic Details
Published in2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) pp. 1 - 5
Main Authors Sridhar, B., Rao, P.Srinivasa, Naik, M.Raju, Sharma, Sudeep, Prasad, SVS, Vishwanath, Vishal
Format Conference Proceeding
LanguageEnglish
Published IEEE 19.11.2022
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Summary:In India a limitless wide variety of kids are pronounced lacking each year. Among the lacking baby instances a huge percent of kids continue to be untraced. This approach gives a unique technique for figuring out the pronounced lacking baby from the images of kids available, with the assist of face popularity. The public is able to upload the suspicious baby image into a web portal with landmarks and location. From the repository the registered image can be compared with the lacking baby. Classification of the enter baby picture graph is finished and image with pleasant in shape may be decided on from the database of lacking kids. For this, a deep getting to know version is skilled to effectively discover the lacking baby from the lacking baby picture graph database provided, the usage of the facial picture graph uploaded with the aid of using the public. The Convolutional Neural Network (CNN) is an enormously powerful deep getting to know tech for picture graph primarily based totally packages is followed for recognition of face. The descriptors of face are extracted from the snapshots the usage of a pre-skilled CNN version. Compared with regular deep getting to know packages, our set of rules makes use of convolution community simplest as an excessive stage function extractor and the kid popularity is achieved with the aid of using the KNN classifier.
DOI:10.1109/ASSIC55218.2022.10088405