Dr. G.Shree Devi

Education

Academic Experience

Research

Areas of Research Interest

• Image Processing
• Data Mining
• Pattern Recognition
• Statistical Pattern Classification

Research Publications

International Journal Publications

• G. Shree Devi and M. Munir Ahamed Rabbani published  paper titled ” Performance evaluation of  Global histogram equalization techniques using neighbourhood metrics over facial databases” in International Journal of Tomography and Simulation. Volume 29, Issue Number 2(2016), pp. 27-36. Indexed by Scopus
• G. Shree Devi and M. Munir Ahamed Rabbani  published paper titled “Image Illumination Enhancement based on Sub-Block Histogram Equalization Technique.” in “Internal Arab Journal of Information Technology(IAJIT) in Volume 16, No. 3, May 2019.  Impact factor(0.91) Indexed by SCI and  Scopus
• G. Shree Devi and M. Munir Ahamed Rabbani”A Hybrid Face Image Contrast Enhancement Technique for Improved Face Recognition Accuracy” International Journal of Intelligent Engineering & Systems, Vol.10, No. 6, pp. 106-115, 2017.Scopus Indexed journal.
• G. Shreedevi, M. Munir Ahamed Rabbani and A. Jaya, ”A Study on Local and Global Features based Object Recognition Techniques”, IFRSA’s International Journal of Computing, Vol. 3, Issue 1, pp. 58-62Jan 2013

International Conference

• P.Rajeswari, K.K. Thyagharajan, V.S. Prabhu, G. Shree Devi, “Denoising X-ray image using Discrete Wavelet Transform and Thresholding”, International Conference on Futuristic Communication and Network Technologies(VICFCNT 2020) November 6-7, 2020.
• R.Akila, S.Revathi, G. Shree Devi “Text Mining Of User Reviews To Predict Sentiment Using Machine Learning”, International Conference on Research Advancements and Challenges in Engineering Sciences, 6-7 March 2020.
• R.Akila, G.Shree Devi, S. Revathi “Opinion Mining on McDonald’s Services”, International Conference on Emerging Trends in Engineering, Science and Technical Education, 19-20 December, 2019.
• Presented a paper titled “Face Recognition Using Principal Component Analysis with Median for Normalization on a Heterogeneous Data Set” G.Shree Devi, M.Munir Ahamed Rabbani and A. Jaya, B.S Abdur Rahman Institute, India in the Second International Conference on Digital Image Processing and Vision (ICDIP 2013) and published in Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) series. ISBN : 978-1-921987-28-1 Page no 147 – 153.
• Presented a paper titled “Optimizing Modular Image Principal Component Analysis using Genetic Algorithm for Expression-Invariant Face Recognition” in IEEE sponsored International Conference on Networks and Soft Computing(ICNSC -2014) August 18-20 2014. Available in IEEE Explorer Digital Library
• Presented a paper titled ”Image Contrast Enhancement Using Histogram Equalization with Fuzzy approach on the neighbourhood metrics” in IEEE sponsored International conference titled Wispnet’16 in SSN College of engineering 23-25 March 2016. Available in IEEE Explorer Digital Library.
• R. Akila, S. Revathi, G. Shree Devi presented a paper on ” Opinion Mining on Food Services using Topic Modeling and Machine Learning Algorithms in 6th International Conference on Advanced Computing and Communication Systems (ICACCS). Available in IEEE Explorer Digital Library.
• Avinash, G. Shreedevi “Change detection in Images based on Image Fusion and Fuzzy Clustering ” – International Conference of Advanced Computing Technology on 2nd May 2013 NACACT-13 Vellamal Institute of Technology.

Workshop / Seminar Attended

• G.Shree Devi has participated in 3 Day Faculty Development Program on Introduction to Big Data Analytics conducted by ICT Academy on 07-08-2019 to 09-08-2019 at  B.S  Abdur Rahman Crescent Institute of Science and Technology
• Shree Devi Ganesan participated in an Online Faculty Development Program on HTML organised by the Office of Dean, Academic Affairs, B.S.Abdur Rahman Crescent Institute of Science and Technology in association with Spoken tutorial, IIT Bombay from 20 th April to 24th April 2020 under the faculty Organizers Dr.S.Sharon Priya and Dr.A Paramasivam.
• G. Shree Devi has successfully completed 3 total hours of Introduction to Data Science online course on 15th April 2020.
• Shree Devi Ganesan has successfully completed an online non-credit course authorized by Databricks and offered through Coursera May 2021

Workshops Organised

1. One day Workshop on Web Development & Soft Skills 15th February 2019
   • Around 103 students are registered from various colleges
   • SRM Vadapalani, Chennai
   • Vels institute of science and technology, Chennai
   • Satak college of arts and science, Chennai
2. Two-days hands-on Workshop on “DEVELOPMENT OF APPLICATIONS USING JAVA” – MEHAVEL.A SENIOR CONSULTANT @ COGNZANT TECHNOLOGY SOLUTIONS
   • B.Sc Computer Science – IV Semester – 35 students registered

Extension

Additional Responsibilities

• Assistant Controller of Examinations
• Class Advisor (Batch 2013-2106)
• Class Advisor (Batch 2017-2020)