Asian Journal of Information Technology

Year: 2017
Volume: 16
Issue: 6
Page No. 383 - 391

A New Optimal Feature Selection Scheme with Orthogonal Polynomials and Ant Colony Optimization for Content Based Video Retrieval System

Authors : R. Krishnamoorthy and M. Braveen

References

Adebisi, A.A., A.A. Adegun and E.O. Asani, 2015. Performance evaluation of ant colony optimization and genetic algorithm for facial feature selection. Intl. J. Comput. Syst., 2: 19-24.
Direct Link  |  

Babatunde, R.S., S.O. Olabiyisi, E.O. Omidiora and R.A. Ganiyu, 2014. Feature dimensionality reduction using a dual level Metaheuristic algorithm. Int. J. Applied Inform. Syst., 7: 49-52.
Direct Link  |  

Babatunde, R.S., S.O. Olabiyisi, E.O. Omidiora and R.A. Ganiyu, 2015. Local binary pattern and ant colony optimization based feature dimensionality reduction technique for face recognition systems. Br. J. Math. Comput. Sci., 11: 1-11.
CrossRef  |  Direct Link  |  

Bhargavi, P.K., S. Bhuvana and R. Radhakrishnan, 2013. A novel content based image retrieval model based on the most relevant features using particle swarm optimization. J. Global Res. Comput. Sci., 4: 25-30.
Direct Link  |  

Chen, B., L. Chen and Y. Chen, 2013. Efficient ant colony optimization for image feature selection. Signal Process., 93: 1566-1576.
Direct Link  |  

Deriche, M., 2009. Feature selection using ant colony optimization. Proceedings of the 6th International Multi-Conference on Systems, Signals and Devices (SSD'09), March 23-26, 2009, IEEE, Djerba, Tunisia, ISBN:978-1-4244-4345-1, pp: 1-4.

Hayat, S., A.B. Siddiqui and S.A. Khan, 2014. A study of feature subset selection methods for dimension reduction. Intl. J. Signal Process. Image Pattern Recognition, 7: 251-266.
Direct Link  |  

Jaganathan, Y. and I. Vennila, 2013. Feature dimension reduction for efficient medical image retrieval system using unified framework. J. Comput. Sci., 9: 1472-1486.
Direct Link  |  

Jain, K. and S.S. Bhadauria, 2016. Performance evaluation of content-based image retrieval on feature optimization and selection using swarm intelligence. Intl. J. Adv. Comput. Sci. Appl., 7: 245-249.
Direct Link  |  

Kanan, H., K. Faez and S. Taheri, 2007. Feature selection using Ant Colony Optimization (ACO): A new method and comparative study in the application of face recognition system. Proceedings of the 7th International Conference on Advances in Data Mining: Theoretical Aspects and Applications, July 14-18, 2007, Springer, Leipzig, Germany, pp: 63-76.

Krishnamoorthi, R. and P. Bhattacharya, 1998. Color edge extraction using orthogonal polynomials based zero crossings scheme. Inform. Sci., 112: 51-65.
CrossRef  |  

Krishnamoorthy, R. and J. Kalpana, 2012. Indexing and retrieval of visually similar images in the orthogonal polynomials transform domain. Proceedings of the 2nd International Conference on Data Engineering and Management, July 29-31, 2010, Springer, Tiruchirappalli, India, pp: 196-203.

Li, Y., G. Wang, H. Chen, L. Shi and L. Qin, 2013. An ant colony optimization based dimension reduction method for high-dimensional datasets. J. Bionic Eng., 10: 231-241.
Direct Link  |  

Pal, S.K., U. Chourasia and M. Ahirwar, 2013. A method for face detection based on Wavelet transform and optimised feature selection using ant colony optimisation in support vector machine. Intl. J. Innovative Res. Comput. Commun. Eng., 1: 258-363.
Direct Link  |  

Qablan, T., A.Q.A. Radaidehl and A.S. Shuqeir, 2012. A reduct computation approach based on ant colony optimization. Basic Sci. Eng., 21: 29-40.

Rashmi, C.V., P.S.K. Sajida and G. Prathibha, 2014. A novel image retrieval system using ACO and relevance feedback. Intl. J. Adv. Res. Comput. Sci. Software Eng., 4: 422-427.
Direct Link  |  

Rashno, A., S. Sadri and H.N. Sadeghian, 2015. An efficient content-based image retrieval with ant colony optimization feature selection schema based on wavelet and color features. Proceedings of the 2015 International Symposium on Artificial Intelligence and Signal Processing (AISP), March 3-5, 2015, IEEE, Mashhad, Iran, ISBN:978-1-4799-8818-1, pp: 59-64.

Sabeena, S. and B. Sarojini, 2015. Optimal feature subset selection using ant colony optimization. Indian J. Sci. Technol., 8: 1-5.
CrossRef  |  Direct Link  |  

Sadeghzadeh, M. and M. Teshnehlab, 2010. Correlation-based feature selection using ant colony optimization. Intl. J. Math. Comput. Phys. Electr. Comput. Eng., 4: 473-478.

Saxena, A.K. and V.K. Dubey, 2015. A survey on feature selection algorithms. Intl. J. Recent Innov. Trends Comput. Commun., 3: 1895-1899.
Direct Link  |  

Tiwari, S. and A. Jain, 2014. Selecting feature using ant colony optimization algorithm. Intl. J. Electr. Electron. Comput. Eng., 3: 206-211.
Direct Link  |  

Varghese, T.A., 2010. Performance enhanced optimization based image retrieval system. Intl. J. Comput. Appl., 1: 31-34.
Direct Link  |  

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