Title :
Automatic caption generation for annotated images by using clustering algorithm
Author :
Sivakrishna Reddy, A. ; Monolisa, N. ; Nathiya, M. ; Anjugam, D.
Author_Institution :
Inf. Technol., Sri ManakulaVinayagar Eng. Coll., Puducherry, India
Abstract :
The number of digital images increases rapidly, hence to categorize these images and to retrieve the relevant web images are a difficult process. This paper uses annotation mechanism to overcome the problem on images. Here two mechanisms are followed they are manually annotating the images by using human interface and the annotated images are stored in repository. Automatic annotation they are obtained by performing feature extraction and clustering algorithm. For feature extraction SIFT algorithm is used. Last mechanism is learning annotations by clustering.
Keywords :
image processing; image retrieval; pattern clustering; transforms; Web images; annotated images; annotation mechanism; automatic caption generation; clustering algorithm; digital images; feature extraction SIFT algorithm; human interface; Clustering algorithms; Conferences; Correlation; Feature extraction; Semantic Web; Semantics; Visualization; Automaticannotation; Clustering algorithm; SIFT algorithm;
Conference_Titel :
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6817-6
DOI :
10.1109/ICIIECS.2015.7193232