Dr. KMN. Syed Ali Fathima

Teaching

Educational Background

Work Experience

Research

Area of Research Interest

• Digital Image processing
• Computer Vision
• Big Data Analytics
• Internet of things
• Cloud Computing

Research Publications

International Journals

• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “Deep Neural Network Approach for Vehicle Identification in Intelligent Transportation Systems”, “NeuroQuantology”. doi: 10.14704/nq.2022.20.13. NQ88263, November 2022.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “A Survey on Vision –Conventional Vehicle Re-Identification Method”, “Sarah Research Journal”. ISSN 2319 – 5134 Volume: 10, Issue: 1, June 2022.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “Deep-Vehicle-Nets: Deep CNN Architectures for Classifying Viewpoints Using Car Images”, “International Journal of Mechanical Engineering”. ISSN 0974-5823 Vol.No.7 (4), April 2022.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “Vehicle Classification with SVM using Cross-correlation”, “Sarah Research Journal”. ISSN 2319 – 5134, December 2021.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “SVM with Hog Based on Classification Using Vehicle’s Different Viewpoints”, “International Journal of Engineering Research and Technology”. ISSN ISSN 0974-3154, Vol .No.14 (2), PP. 164-173, November 2021.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “Analysis of Vehicle Detection using Region-based Convolutional Neural Networks”, “Journal of Xian University of Architecture and Technology”. ISSN 1006-7930, Vol.No.12, issue.7 PP: 2604-2623, July 2020.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance. “Overview: Deep learning for Vehicle Detection Region –based Deep CNN on Object Detector”, “Studies in Indian Place Names (UGC)”. ISSN 2394-3114, Vol.No.40 (71), March 2020.
• K.M.N.Syed Ali Fathima, W. Fathima Farsana, R. Fathima Syreen, “Contourlet Transform Based Denoising On Normal Images Using ABC Optimization With Hard Thresholding”, “International Journal of Trend in Research and Development (IJTRD)”. ISSN: 2394-9333, Vol. 5, Issue 1, September 2017. https://www.ijtrd.com/papers/IJTRD12094.pdf.
• K.M.N.Syed Ali Fathima, Dr.S.Shajun Nisha,Dr.M.Mohamed Sathik,“Translation Invariant Wavelet Transform Based Image Denoising on Normal images using Hard Threshold”, “International Research Journal of Engineering and Technology (IRJET)”. ISSN 2395-0072, Vol: 04 Issue: 05 | May 2017. https://www.irjet.net/archives/V4/i5/IRJET-V4I5424.pdf
• K.M.N.Syed Ali Fathima, Dr.S.Shajun Nisha. “Shearlet Transform Based Denoising On Normal Images Using Hard Threshold”, “International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE)”. ISSN 2320-9798, Vol. 5, Issue 1, PP.15, January 2017.
• .K.M.N.Syed Ali Fathima, Dr.S.Shajun nisha, “A Comparative Study of TIWT and Shearlet Transform with Hard Thresholding for Normal Images”, “International Journal of Scientific Research in Science and Technology (IJSRST)”. ISSN 2395 – 6011, Vol. 3 No. 5 (2017), May-June.

International & National Conferences

• Dr. K.M.N.Syed Ali Fathima, “Emerging Technology: A Systematic Review of Green Cloud Computing Environments their Features and Challenges”, “International Conference on Recent Advances in Cloud Computing and Communication Technology (ICRACCT’24)”, September 06, 2024, Noorul Islam College of Arts and Science collaboration with ICT Academy, Kumaracoil, Kanyakumari.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance, “An Exploration on Visualisation –Based Vehicle Re-Identification Approaches”, Recent Trends in Computing and Information technology (RTCIT-2022) with ISBN: 979-8-88525-143-3, Sarah Tucker College in Tirunelveli.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance, “Overview: Deep learning for Vehicle Detection Region –based Deep CNN on Object Detector”, Two Days International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR’20), February 27^th & 28^th 2020 APC Mahalakshmi College for Women, Thoothukudi.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance, “Deep Learning Model Based on Vehicle Detection Using SVM Classifier”, Two Days International Conference on Current Trends and Challenges in Healthcare Informatics and Technology (ICCTCHIT’20), December 10^th & 11^th 2020 KSR College of Engineering, Namakkal.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance , Dr.Grasha Jacob, “Survey on Multi Task Object Detection Algorithm in Data Mining” One Day National Conference on Computational Intelligence (NCCI 2K18), February 21 2018, Sadakathullah Appa College in Tirunelveli, also published a paper Sadakath: A Research Bulletin Proceedings with ISSN 2347-7644.
• K.M.N.Syed Ali Fathima, Dr.K.Merriliance, “A Comparative Study of TIWT and Shearlet Transform with Hard Thresholding for Normal Images” 1st International Conference on Applied Soft Computing Techniques ICASCT’17 Sponsored by CSIR, India Associated with IJERT & IJSRST “Applied Soft Computing Techniques, in Kalasalingam University held on April 22nd & 23rd 2017.
• K.M.N.Syed Ali Fathima, “Translation Invariant Wavelet Transform Based Image Denoising on Normal images” UGC Sponsored National Conference on Recent Trends in Data Mining (NCRTDM2K17), 9^TH February 2017, St. Xavier’s College, Palayamkottai, Tirunelveli, also presented a paper.

MOOC Course Completed (Coursera and NPTEL)

• Successfully completed and received the ELITE – SILVER certificate on NPTEL online Course “Machine Learning” March 2024.
• Successfully completed and received the certificate on NPTEL online Course “Introduction to Internet of Things” October 2024.