Dr. C. F. Theresa Cenate

Education

Degree	Specialization	University/Institute Name, Year
Ph.D.	Image Processing and Machine Learning	Sathybama Deemed University, 2018
M.Tech.	Electronics and Control Engineering	Sathybama Deemed University, 2005
B.Tech.	Electrical and Electronics Engineering	Bharathiyar University, 1999
Diploma	Electrical and Electronics Engineering	IRT Polytechnic, DOTE, 1996

Research Interests

Image Processing
Machine Learning
Non-destructive Testing

Current Courses Taught / Teaching Interest

Machine Learning and Data Analytics(Theory & Lab)
Wireless and Mobile Communication (Theory)
Natural Language Processing (Theory)
Artificial Intelligence (Theory)

Academic Experience / Industrial Experience

Assistant Professor (S.G.), Department of Computer Science and Engineering (Emerging Technologies), SRM Institute of Science and Technology, Vadapalani Campus, Chennai, Tamil Nadu, 2025 – Till date
New Prince Shri Bhavani College of Engineering & Technology, Vengaivasal Main Road, Gowrivakkam, Chennai – 4 Yrs 9 Months
Sathyabama Institute of Science and Technology Deemed to be University, Rajiv Gandhi Salai, Chennai – 12 Yrs 7 Months
Velammal Engineering College, Ambattur, Chennai – 1 Yr 8 Months
Veltech Engineering College, Avadi, Chennai – 1Yr 4 Months

Achievements / Awards / Recognitions

NPTEL Elite Certification for Data Science for Engineers, 2025
NPTEL Elite Certification for Introduction to Machine Learning, 2025
NPTEL Elite Certification for Machine Learning and Deep Learning - Fundamentals and Applications, 2025

R&D / Industrial Projects

C F Theresa Cenate, AI-Based Cognitive Function Monitoring System for Enhancing Performance and Early Detection of Neurological Disorders, , The Patent Office Journal No. 01/2026 Dated 02/01/2026

Selected Publications/Working Papers

C F Theresa Cenate, et.al (2026), Experimental and ANN - based performance analysis of an R600a Vapour Compression system using SiO2- AI2O3 Hybrid Nanolubricants. In Journal of Thermal Analysis and Calorimetry Published online: 06 July 2026, https://doi.org/10.1007/s10973-026-15931-4
With Aryan B et.al(2026), IoT - Based Smart Airquality Monitoring and Predictive Alerting System, International Conference on Intelligent Computing and Data Analytics(ICICDA’26)
With Sujith S et.al(2026), An Automated Brain Tumor Diagnosis Using Convolutional Neural Networks and U-Net Segmentation, International Conference on Intelligent Computing and Data Analytics(ICICDA’26)
With Vijaya Ranjani R et.al(2026), An Intelligent Approach to Automated Financial Insight Generation using Multimodal VLM, International Conference on Intelligent Computing and Data Analytics(ICICDA’26)
With Gokul M et.al(2026), Explainable Real Estate Analytics System using XGBoost, Random Forest, ARIMA/SARIMA, and LSTM, International Conference on Intelligent Computing and Data Analytics(ICICDA’26)
Mary Joy Kinol Alphonse, Marshiana Devaerakkkam, Krishanmoorthy Narasu Raghavan, D. Godwin Immanuel, C. F. Theresa Cenate, “Design of Sectional Antenna for High-Speed Data Transmission in 6G Applications”, Mathematical Modelling of Engineering Problems, Vol. 12, No. 5, May, 2025, pp. 1571-1577.
P V Komathi, C F Theresa Cenate, Dr Rajendran, P Santhiya, “Planning and Design of a Rural Road using Satellite Images”, European Journal of Molecular & Clinical Medicine, ISSN No: 2515-8260, Vol.07, Issue11, 2020, pp. 7739-7750
C F Theresa Cenate, B.Sheela Rani, R.Ramadevi, D.N.Sangeetha, B.Venkatraman, “Optimization of the Cascade Feed Forward Back Propagation Network for Defect Classification in Ultrasonic Images”, Russian Journal of Nondestructive Testing, ISSN No: 1061-8309 (Web of Science), 2016, Vol. 52, No. 10, pp. 605–616, Impact Factor 0.492. © Pleiades Publishing, Ltd.
C.F.Theresa Cenate, B.Sheela Rani, B.Venkatraman “Image Processing Algorithm for Quantitative Characterization of Austenitic Stainless Steel Weld Defect in TOFD Images and Validation with Radiographs”, International Journal of Applied Engineering Research ISSN No: 0973-4562 Volume 10, Number 11 (2015) pp. 27763-27768 , SJR – 0.127. © Research India Publications (Scopus)
K Sarathy, C. F. Theresa Cenate, M Merwin Refa, “Analysis of Four Switch BLDC Motor Drive for Industrial Applications”, Psychology and Education (2021) 58(4): 72-76
S.Parthasarathy, C.F.Theresa Cenate, R. Alarmelumangai, M.Dhakshina Moorthy, “Deep Well Robotics Manipulator”, Psychology and Education (2021) 58(4): 67-71
V.Gayathri, C.F.Theresa Cenate, G.Durgadevi, “Segmentation of Hyperspectral Images using Fodpso and Feature Extraction” , Parishodh Journal, ISSN NO:2347-6648, Volume IX, Issue I, January/2020, pp280-284
D.Beula, G.Durgadevi, C.F.Theresa Cenate, “Restoration of Images under Momentous Additive Noise”, Parishodh Journal, ISSN NO:2347-6648, Volume IX, Issue I, January/2020, pp275-279
Angelin.J.L, C.Meenakshi, C.F.Theresa Cenate, “Analysis and Mitigation of Impact for Lowpower IoT Devices”, Parishodh Journal, ISSN NO:2347-6648, Volume IX, Issue I, January/2020, pp285-289
C.F.Theresa Cenate, G.Durgadevi, “Region of Interest Extraction for Lung Cancer Detection in CT Scan Images” , Parishodh Journal, ISSN NO:2347-6648, Volume VIII, Issue XI, November/2019, pp167-174
G.Durgadevi, C.F.Theresa Cenate, “Histogram Based Image Segmentation Approach for Automatic Image Registration” , Parishodh Journal, ISSN NO:2347-6648, Volume VIII, Issue XI, November/2019, pp 159-166
D.Beula, G.Durgadevi, C.F.Theresa Cenate, “Neural Network based Image Restoration Technique”, Parishodh Journal, ISSN NO:2347-6648, Volume VIII, Issue XI, November/2019, pp 148-153
C.F.Theresa Cenate, B.Sheela Rani, D.N.Sangeetha, B.Venkatraman, “Comparative Study of Diverse Techniques for Flaw Segmentation in TOFD Images of Austenitic Stainless Steel Weld”, Indian Journal of Science and Technology, Vol. 8(30), 78322, November 2015 , SJR – 0.234. DOI: 10.17485/ijst/2015/v8i1/78322, ISSN (Print): 0974-6846, ISSN (Online): 0974-5645 http://www.indjst.org/index.php/indjst/article/view/78322 (Scopus)

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Dr. C. F. Theresa Cenate

Assistant Professor (S.G)

Department of Computer Science & Engineering (Emerging Technologies)

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