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Dr. Dhanya M. Dhanalakshmy

Assistant Professor (SG), School of Computing, Coimbatore

Qualification: M.Tech, Ph.D
md_dhanya@cb.amrita.edu
Google Scholar Profile
Research Interest: Image Processing

Bio

Dr. Dhanya M Dhanalakshmy is currently working as an Assistant Professor (SG) in the School of Computing at Amrita Vishwa Vidyapeetham, Coimbatore since 2011. She completed B.C.A. and M.C.A degrees from Mahatma Gandhi University, Kerala and M. Tech in Computer Vision and Image Processing from Amrita Vishwa Vidyapeetham, Tamil Nadu. She completed her Ph.D in the area of Differential Evolution in Amrita Vishwa Vidyapeetham University, Tamil Nadu. Her research interest includes Document and Medical Image Processing, Optimization, Evolutionary Computer Vision and Image Processing and Generative AI. She has many publications in reputed Conferences and Journals based on her Ph. D work as well as P.G Project Guidance.

 

Publications

Journal Article

Year : 2020

Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes

Cite this Research Publication : Dhanya M. Dhanalakshmy, Akhila, M. S., Vidhya, C. R., and Dr. Jeyakumar G., “Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes”, International Journal of Advanced Intelligence Paradigms, vol. 15, no. 2, p. 119, 2020.

Publisher : International Journal of Advanced Intelligence Paradigms

Year : 2019

Crossover-Free Differential Evolution Algorithm to study the impact of Mutation Scale Factor Parameter

Cite this Research Publication : Dhanya M. Dhanalakshmy, Dr. Jeyakumar G., and Velayutham, C., “Crossover-Free Differential Evolution Algorithm to study the impact of Mutation Scale Factor Parameter”, International Journal on Recent Technology and Engineering, vol. 7, pp. 1728-1737, 2019.

Publisher : International Journal on Recent Technology and Engineering

Year : 2018

Segmentation of brain parts from MRI image slices using genetic algorithm

Cite this Research Publication : K. Vikram, Menon, H. P., and Dhanya M. Dhanalakshmy, “Segmentation of brain parts from MRI image slices using genetic algorithm”, Lecture Notes in Computational Vision and Biomechanics, vol. 28, pp. 457-465, 2018.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2016

A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm

Cite this Research Publication : Dhanya M. Dhanalakshmy, Pranav, P., and Dr. Jeyakumar G., “A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm”, International Journal on Advanced Science, Engineering and Information Technology (IJASEIT) (Scopus) , vol. 6, no. 5, pp. 613–623, 2016.

Publisher : International Journal on Advanced Science, Engineering and Information Technology (IJASEIT) (Scopus)

Year : 2016

Graphical representation of handwritten mathematical expression recognized from offline video lectures

Cite this Research Publication : R. Suganya and Dhanya M. Dhanalakshmy, “Graphical representation of handwritten mathematical expression recognized from offline video lectures”, Asian Journal of Information Technology, vol. 15, pp. 2943-2947, 2016.

Publisher : Asian Journal of Information Technology, Medwell Journals.

Year : 2015

Blind watermarking for the images captured by android mobiles

Cite this Research Publication : M. K. Vineeth, Arafath, A. B. Yazir, Dhanya M. Dhanalakshmy, and Bagyammal T., “Blind watermarking for the images captured by android mobiles”, International Journal of Applied Engineering Research, vol. 10, no. 55, pp. 2733-2736, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Automated traffic sign recognition system for Indian roads

Cite this Research Publication : G. Sivan and Dhanya M. Dhanalakshmy, “Automated traffic sign recognition system for Indian roads”, International Journal of Applied Engineering Research, vol. 10, pp. 35618-35626, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2014

Text Line Segmentation of Curved Document Images

Cite this Research Publication : and Dhanya M. Dhanalakshmy, “Text Line Segmentation of Curved Document Images”, International Journal of Engineering Research and Applications, vol. 4, pp. 32-36, 2014.

Publisher : International Journal of Engineering Research and Applications

Year : 2014

Musical Sheet Segmentation

Cite this Research Publication : Dhanya M. Dhanalakshmy, “Musical Sheet Segmentation”, International Journal of Engineering Research and Applications, vol. 4, no. 5, pp. 11-16, 2014.

Publisher : International Journal of Engineering Research and Applications

Conference Paper

Year : 2015

Blind watermarking for the images captured by android mobiles

Cite this Research Publication : M. K. Vineeth, Arafath, A. B. Yazir, Dhanya M. Dhanalakshmy, and Bagyammal, T., “Blind watermarking for the images captured by android mobiles”, in International Conference on Advances in Applied Engineering and Technology (ICAAET) – 2015, Syed Ammal Engineering College, Dr. E M Abdullah Campus, Ramanathapuram-623502, 2015.

Publisher : International Conference on Advances in Applied Engineering and Technology (ICAAET)

Year : 2014

Text Line Segmentation of curved document images – A survey

Cite this Research Publication : A. .M and Dhanya M. Dhanalakshmy, “Text Line Segmentation of curved document images - A survey”, in National Conference on Recent Advances in Computer Science & Information Engineering (RACIE'14), St. Joseph College of Engg. & Tech., Palai, Kottayam, 2014.

Publisher : National Conference on Recent Advances in Computer Science Information Engineering (RACIE'14)

Conference Proceedings

Year : 2019

Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm

Cite this Research Publication : Dhanya M. Dhanalakshmy, Dr. Jeyakumar G., and C. Velayutham, S., “Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm”, Pattern Recognition and Machine Intelligence, vol. 11941. Springer International Publishing, Cham, pp. 328-336, 2019.

Publisher : Pattern Recognition and Machine Intelligence, Springer International Publishing

Year : 2017

Musical notes to MIDI conversion

Cite this Research Publication : Dhanya M. Dhanalakshmy, Menon, H. P., and Vinaya, V., “Musical notes to MIDI conversion”, 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI). IEEE, Udupi, India, pp. 799-804, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics

Year : 2017

Curved document image rectification

Cite this Research Publication : Dhanya M. Dhanalakshmy and Menon, H. P., “Curved document image rectification”, 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI). IEEE, Udupi, India, pp. 783-786, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics

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