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Title: :  Novel method for Image Classification using Graph approach
PaperId: :  2808
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2808
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mrs Snehal AmrutkarDepartment of Computer Engineering, University of Pune, Late G.N.Sapkal College of Engineering, Anjaneri, Nashik

Abstract

Computer Engg.
Data Mining, Dynamic region merging, Graph-based image representation, Feature selection, Frequent approximate patterns and Image classification.
Graphs are important in modeling complicated structures, such as natural scenes, animals, and flowers, images in our daily life, social networks and the web. Data representations in graphical forms are an important research topic due to the suitability of this kind of data structure to model entities and the complex relations among them. In order to classify images we are proposing to combine a powerful graph-based image representation and frequent approximate sub-graph (FAS) mining algorithms. From the many approaches for image classification, graph based approach is gaining popularity due to its ability in reflecting global image properties. In this paper, VEAM (Vertex and Edge Approximate graph Miner) algorithm is used for mining frequent connected subgraphs over undirected and labeled graph collections. Some Slight variations of the data, are allowed in this algorithm, by keeping the topology of the graphs. And, Graph-based image representation is by using dynamic region merging technique can tolerate some differences for grouping meaningful regions in an image.

Citations

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IJARIIE Mrs Snehal Amrutkar. "Novel method for Image Classification using Graph approach" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 4472-4480
MLA Mrs Snehal Amrutkar. "Novel method for Image Classification using Graph approach." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 4472-4480.
APA Mrs Snehal Amrutkar. (2016). Novel method for Image Classification using Graph approach. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 4472-4480.
Chicago Mrs Snehal Amrutkar. "Novel method for Image Classification using Graph approach." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 4472-4480.
Oxford Mrs Snehal Amrutkar. 'Novel method for Image Classification using Graph approach', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 4472-4480. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Novel_method_for_Image_Classification_using_Graph_approach_ijariie2808.pdf (Accessed : ).
Harvard Mrs Snehal Amrutkar. (2016) 'Novel method for Image Classification using Graph approach', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 4472-4480IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Novel_method_for_Image_Classification_using_Graph_approach_ijariie2808.pdf (Accessed : )
IEEE Mrs Snehal Amrutkar, "Novel method for Image Classification using Graph approach," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 4472-4480, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Novel_method_for_Image_Classification_using_Graph_approach_ijariie2808.pdf [Accessed : ].
Turabian Mrs Snehal Amrutkar. "Novel method for Image Classification using Graph approach." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Mrs Snehal Amrutkar. Novel method for Image Classification using Graph approach. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 4472-4480. Available from: https://ijariie.com/AdminUploadPdf/Novel_method_for_Image_Classification_using_Graph_approach_ijariie2808.pdf
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