A Survey and Comparison of Artificial Intelligence Techniques for Image Classification and Their Applications
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 4, April 2016

A Survey and Comparison of Artificial Intelligence Techniques for Image Classification and Their Applications

Vishal.T.V, Srinidhi.S, Srividhya.S, Sri Vishnu Kumar.K, Swathika R

This paper focuses on a case study of a number of image classification algorithms which include decision trees, k-nearest neighbours, deep neural networks, Convolutional neural networks, Support vector machines and random forest. The three main algorithms SVM, RF and CNN have been elaborated due to their varying approaches to classification. They have been juxtaposed with their applications in various domains which are an influence in technology. This paper also discusses the multiple advantages and disadvantages of the aforementioned algorithms.

Keywords: Artificial Intelligence, Image Classification, Convolutional Neural Networks, Support Vector Machines, Random Forests,

Edition: Volume 5 Issue 4, April 2016

Pages: 187 - 193

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How to Cite this Article?

Vishal.T.V, Srinidhi.S, Srividhya.S, Sri Vishnu Kumar.K, Swathika R, "A Survey and Comparison of Artificial Intelligence Techniques for Image Classification and Their Applications", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV162497, Volume 5 Issue 4, April 2016, 187 - 193

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A Survey and Comparison of Artificial Intelligence Techniques for Image Classification and Their Applications

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