University of Engineering and Technology Taxila
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RESEARCH PUBLICATIONS

Dr. Syed Aun Irtaza



Journal Publications


1. Rehan Ashraf, Khalid Bashir, Aun Irtaza, and Muhammad Tariq Mahmood, Content Based Image Retrieval Using Embedded Neural Networks with Bandletized Regions, Entropy (2015), 17, 3501-3529; doi:10.3390/e17053501 (IF 1.56)


2. Aun Irtaza, M. Arfan Jaffar, Eisa Aleisa, and Tae-Sun Choi. "Embedding neural networks for semantic association in content based image retrieval."Multimedia tools and applications 72, no. 2 (2014): 1911-1931. (IF 1.346).


3. Aun Irtaza, Arfan Jaffar, Tariq Mahmood, Semantic image retrieval in a grid computing environment using support vector machines, Oxford Press, The Computer Journal, (2013) Doi:10.1093/comjnl/bxt087, (IF 0.943).


4. Aun Irtaza, Arfan Jaffar, Mannan Saeed Muhammad, Content based image retrieval in a web 3.0 environment, Multimedia tools and applications MTAP Volume 74, Issue 14 (2015), Page 5055-5072, Doi:10.1007/s11042-013-1679-2, (IF 1.346).


5. Aun Irtaza, Arfan Jaffar, Eisa Aleisa, Correlated networks for content based image retrieval, Atlantis Press, International journal of computational intelligence systems IJCIS, Vol: 6, No: 6, (2013), PP. 1189-1205, (IF 0.570)


6. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Categorical image retrieval through Genetically optimized support vector machines (GOSVM) and hybrid texture features, Springer journal Signal image and video processing SIGPRO, (2014) PP. 1-17 (IF 1.43).


7. Aun Irtaza, Arfan Jaffar, Tariq Mahmood, A statistical image retrieval technique from large image repositories in the domain of partial supervised learning, Information journal Tokyo, Vol.16, No.9(B), pp.7145-7152, (2013) (IF 0.358).


8. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Deep texture analysis through neural networks for semantic association in content based image retrieval, Information journal Tokyo, Paper is accepted and is in production phase (IF 0.358).


9. Muhammad Imran, Rathiah Hashim, Aun Irtaza, Noor Elaiza Abd Khalid CBIR Using Colour Layout Descriptor and Coiflets Wavelets J. Basic Appl. Sci. Res. 2014 4(5): 52-62 (ISI Indexed).


10. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, Aun Irtaza, Stochastic Optimized Relevance Feedback Particle Swarm Optimization for Content Based Image Retrieval, The Scientific World Journal, Volume 2014 (2014), Article ID 752090, http://dx.doi.org/10.1155/2014/752090 (IF 1.73).


11. Muhammad Imran, Rathiah Hashim, Aun Irtaza, "Controlling of exploitation and Exploration of Particle Swarm Optimization through Laplace Distribution," The Arab International Journal of Information Technology, (2014 In press)


12. Noor Elaiza Abd Khalid, Muhammad Imran, Rathiah Hashim, Aun Irtaza, "Content Based Image Retrieval Through Particle Swarm Optimization And Support Vector Machine," International Journal Of Academic Research, vol.6, No.6, (2014). (ISI Indexed)


13. Rehan Ashraf, Aun Irtaza, Toqeer Mehmood A Novel approach for the gender classification through trained Neural Networks, J. Basic Appl. Sci. Res, 2014 (ISI Indexed).


14. Absar Ullah Khan, Zain Shabbir, Aun Irtaza, Muhammad Munwar Iqbal, Gender recognition from faces using bandlet transformation, Science international, 26(5),2057-2062 (2014) (ISI Indexed)


15. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Bagging predictors for content based image retrieval, Springer journal Machine vision with applications MVAP, paper submitted (IF 1.009).


16. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Evolutionary approach with ensembles for content based image retrieval, Expert systems with applications, paper submitted (IF 2.455).


17. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Improved Relevance feedback method for image retrieval through Genetically optimized support vector machines (GOSVM), Siams journal on imaging sciences, paper submitted (IF 4.23).


18. Muhammad Imran, Aun Irtaza, CBIR with Color Layout Descriptor and wavelet packets using SVM and Relevance Feedback, Imaging science journal ISJ, Paper is under review (IF 0.65)


19. Muhammad Imran, Aun Irtaza, Stocastic image retrieval based on relevance feedback, Journal of Artificial Image and Research (JAIR), Paper submitted.


20. Muhammad Imran, Aun Irtaza, Genetically optimized support vector machines with PSO for content based image retrieval, Elsevier journal Pattern recognition, Paper ready to submit


Conference Publications


21. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Intelligence in content based retrieval of images by partial supervised learning, International conference on Signal and Image Processing, February 2012, JAIJU, Korea


22. Aun Irtaza, Arfan Jaffar, Tariq Mehmood, Semantically correct retrieval of images through support vector machines by utilizing the best of hybrid texture features, The 2012 FTRA International conference on High-Performance Grid and Cloud Computing Workshop, November 2012, JAIJU, Korea


23. Aun Irtaza, M. Arfan Jaffar, Mannan Saeed Muhammad, Content Based Image Retrieval through Genetically Optimized Support Vector Machines (GO-SVM) and Relevance Feedback, The 2013 FTRA International Conference on Advanced IT, engineering and Management (FTRA AIM - 13), Seoul, Korea, February 2013.


Book Chapters


24. Shabbir, Zain, Absar Ullah Khan, Aun Irtaza, and Muhammad Tariq Mahmood. "A Fuzzy Logic Approach for Gender Recognition from Face Images with Embedded Bandlets." In Artificial Intelligence and Soft Computing, pp. 626-637. Springer International Publishing, 2015


25. Aun Irtaza, Arfan Jaffar, Tae-Sun Choi, Classifier independent Gender classification with Gabor induced features, SIGNAL AND IMAGE PROCESSING, AND PATTERN RECOGNITION, Communications in Computer and Information Science, CCIS, 2011, Volume 260, pp. 186-194


26. Aun Irtaza, Arfan Jaffar, and Tae-Sun Choi, A Backpropagation Learning System for Content Based Image Retrieval, COMPUTER APPLICATIONS FOR WEB, HUMAN COMPUTER INTERACTION, Communications in Computer and Information Science, CCIS, 2012, Volume 342, pp. 1-8