International Journal of Scientific and Research Publications

IJSRP, Volume 2, Issue 9, September 2012 Edition [ISSN 2250-3153]


Automatic Image Annotation by Classification Using Mpeg-7 Features
      Manjary P.Gangan, Dr. R. Karthi
Abstract: Automatic image annotation (AIA) is a technique to provide semantic image retrieval. In AIA, the image contents are automatically labelled with a pre-defined set of keywords which are exploited to represent the image semantics. This paper proposes an Automatic image annotation method using MPEG-7 features. The feature vectors are provided for training the KNN-classifier. When a query image is provided by the user, the extracted features are provided to the trained KNN -classifier for annotation. The system also compares the results of different combinations of mpeg 7 descriptors. The Automatic image annotation proposed in this paper is on fruit images. This system has several applications like automatic labeling and price computing of fruits and vegetables in a grocery store, morphological analysis of fruits, for scientific studies, enhanced learning for kids and Down syndrome patients using fruits pattern recognition.

Reference this Research Paper (copy & paste below code):

Manjary P.Gangan, Dr. R. Karthi (2018); Automatic Image Annotation by Classification Using Mpeg-7 Features; Int J Sci Res Publ 2(9) (ISSN: 2250-3153). http://www.ijsrp.org/research-paper-0912.php?rp=P09175
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