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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.15 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | A PATTERN RECOGNITION SYSTEM FOR HUMAN AGE IDENTIFICATION |
| Authors Name: | Vidyashree H S , Pradeep N |
| Unique Id: | IJSDR1807041 |
| Published In: | Volume 3 Issue 7, July-2018 |
| Abstract: | Identification of human age can be accessed based on their facial characteristics. Each face contains special unique information which can be used in the identification of an individual’s age. To identify age of an individual from the input, some of fundamental steps to be performed are pre-processing, feature extraction and a classification technique. In our work, we have used the traditional KNN algorithm as classifier. The inputs are acquired from publically available dataset and by constructing local dataset by capturing faces of individuals’ from different orientation and under different illumination using good resolution camera. In our work, the popular GLCM and LBP feature extraction techniques have been adopted. The extracted features are maintained in the feature matrix which will be fed as input to the classifier for identifying person age. In this paper, two datasets are considered for our experiments. One is publically available MORPH dataset and another is local dataset constructed by capturing different person’s face images using mobile camera. An attempt is made to develop a usable system that will identify the person age based on the face features. |
| Keywords: | Face images, Features, Feature Descriptors, Classifier, Data sets. |
| Cite Article: | "A PATTERN RECOGNITION SYSTEM FOR HUMAN AGE IDENTIFICATION", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.3, Issue 7, page no.242 - 249, July-2018, Available :http://www.ijsdr.org/papers/IJSDR1807041.pdf |
| Downloads: | 000223213 |
| Publication Details: | Published Paper ID: IJSDR1807041 Registration ID:180500 Published In: Volume 3 Issue 7, July-2018 DOI (Digital Object Identifier): Page No: 242 - 249 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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