Journals

1. Shanthi Thirunavukkarasu; Eldho Paul; Reethika S: Vijay Shankar S, "Skin disease detection using CNN", Volume 2857, Issue 1, 18 August 2023, AIP Conf. Proc. 2857, 020055 (2023), https://doi.org/10.1063/5.0164290
2. Eldho Paul; Shanthi Thirunavukkarasu; Mithileshvar J; Rithis Kumar P, "Control the traffic using CCTV", Volume 2857, Issue 1, 18 August 2023, AIP Conf. Proc. 2857, 020081 (2023), https://doi.org/10.1063/5.0164295
3. T. Shanthi, S. P and S. H. S, "Communication Between Submarines Using Li-Fi Technology," 2023 International Conference on Recent Advances in Science and Engineering Technology (ICRASET), B G NAGARA, India, 2023, pp. 1-4, doi: 10.1109/ICRASET59632.2023.10420343.
4. Iyyanar, P., Anand, R., Shanthi, T., ...George, A.S., Pandey, D, "A real-time smart sewage cleaning UAV assistance system using IoT", Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities, 2023, pp. 24-39
5. Anand, R., Shanthi, T., Sabeenian, R.S., Veni, S, "GLCM Feature-Based Texture Image Classification Using Machine Learning Algorithms", EAI/Springer Innovations in Communication and Computing, 2023, pp. 103-125.
6. Shanthi, T., Anand, R., Annapoorani, S., Birundha, N, "Analysis of Phonocardiogram Signal Using Deep Learning", Lecture Notes in Networks and Systems, 2023, 471, pp. 621-629.
7. T. Shanthi, M. Ramprasath, A. Kavitha and T. Muruganantham "Deep Learning Based Autonomous Transport System for Secure Vehicle and Cargo Matching", Intelligent Automation & Soft Computing, 2023, vol.35, no.1, pg 957-969
8. Anand, R., Shanthi, T., Sabeenian, R.S., Paramasivam, M.E., Manju, K, "GLCM Feature-Based Texture Image Classification Using Support Vector Machine", EAI/Springer Innovations in Communication and Computing 2022, pp. 143-154
9. Shanthi, T., Paramasivam, M.E., Prakash, C., ...Sabeenian, R.S., Raja, D "Robust fabric defects inspection system using deep learning architecture", Journal of Testing and Evaluation, 2022, 50(1)
10. Anand, R., Shanthi, T., Dinesh, C., ...Gowtham, M., Veni, S, "AI based Birds Sound Classification Using Convolutional Neural Networks", IOP Conference Series: Earth and Environmental Science, 2021, 785(1), 012015
11. Shanthi, T., Anand, R., Hareesh, K., ...Baskar, V., Bhanu Prakash, T., "Automatic Social Distance Monitoring system using Deep Learning Algorithms", IOP Conference Series: Earth and Environmental Science, 2021, 785(1), 012016
12. T. Shanthi, R.S. Sabeenian, K. Manju, M.E. Paramasivam, P.M. Dinesh and R. Anand, "Fundus Image Classification Using Hybridized GLCM Features And Wavelet Features" ICTACT Journal On Image And Video Processing, February 2021, Volume: 11, Issue: 03, pages : 2372-2375 ISSN: 0976-9102 (Online) Doi: 10.21917/IJIVP.2021.0337
13. T. Shanthi, R.S. Sabeenian, R. Anand, "Automatic diagnosis of skin diseases using convolution neural network", Microprocessors and Microsystems, Volume 76, July 2020, 103074
14. Anand R., Shanthi T, Dr.R.S.Sabeenian & Dr.S.Veni, (2020)" Real time noisy dataset implementation of optical character identification using CNN", International Journal of Intelligent Enterprise 7 (1-3), 67-80
15. Anand R., Shanthi T., Nithish M.S., Lakshman S. (2020) Face Recognition and Classification Using GoogleNET Architecture. In: Das K., Bansal J., Deep K., Nagar A., Pathipooranam P., Naidu R. (eds) Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 1048. Springer, Singapore.
16. Shanthi, T., Saranya, R., Selvasridevi, S., Srinandini, K., Sripriya, S, "Voting system based on finger print and face recognition", International Journal of Pharmaceutical Research, 2020, 12(1), pp. 1408-1413
17. Jothi V. Pranav, R. Anand, T. Shanthi, K. Manju, S. Veni, S. Nagarjun, "Detection and identification of COVID -19 based on chest medical image by using convolutional neural networks", International Journal of Intelligent Networks 1 (2020) 112-118
18. T.Shanthi, Dr.R.S.Sabeenian, "Modified Alexnet Architecture For Classification of Diabetic Retinopathy Images", Computers And Electrical Engineering 76 (2019) 56-64
19. T.Shanthi, Eldho Paul, Sasidevi "Modified Unsymmetric Trimmed RMS Filter for Removing High Density Impulse Noise", Journal of Adv Research in Dynamical & Control Systems, 2019, Volume 11, 04-Special Issue, Pages 1205-1210 Published by Institute of Advanced Scientific Research
20. T.Shanthi, C.Rajalakshmi, P.M.Dinesh, K.Manju, Eldho Paul, P.Vivek Karthik, "Woven Fabric Defect Detection Techniques -A Review", Journal of Adv Research in Dynamical & Control Systems, 2019, Volume 11, 04-Special Issue, Pages 1197-1204, Published by Institute of Advanced Scientific Research
21. T.Shanthi, Dr.R.S.Sabeenian, "Automatic Classification Of Fabric Types Using Modified Deep Learning Architecture", Journal of Web Engineering, 17, 6, page 2534-2545, 01 Aug 2018.
22. T.Shanthi, R.Anand, P.Priya, D.Shobana, "GLCM based plant leaf disease detection using multiclass SVM", International Journal For Research and Development In Technology, 10, 2, page 2349-3585, 01 Aug 2018.
23. T.Shanthi, Dr.R.S.Sabeenian, "An Automated Detection of Microaneursyms to Facilitate Better Diagnosis of Diabetic Retinopathy", International Journal Of Bioscience Biotechnology Research Asia, 14, 1, Page 483-488, 01 Mar 2017.

Conferences

1. Dr. Shanthi T, K.B. Sethupathy presented a paper titled, "A Efficient Image Encryption using Improved Quadratic Chaotic Map for Multimedia application" in the Third IEEE Sponsored International Conference on Electrical, Electronics, Information and Communication Technologies (IEEE ICEEICT 2024) held at K. Ramakrishnan College of Engineering, Tiruchirappalli, Tamil Nadu during 24-26, July 2024.
2. Dr. Shanthi T, Lakshmi Priya, and Megala Devi presented a paper titled "Detection of Tooth Decay using Panoramic X-ray", in the 9th IEEE Sponsored International Conference on Science, Technology, Engineering and Mathematics (ICONSTEM 2024) organized by Jeppiaar Engineering College on 4th & 5th April 2024.
3. Dr. Shanthi T, Sonali T, Asra Fathima presented a paper titled "Deep Learning Based Classification of Diabetic Retinopathy Progression Stages for Enhanced Diagnosis" in the International Conference on Green Computing for Communication Technologies-ICGCCT 2024 organized by Sona College of Technology in association with Muscat College Oman, held on 6th & 7th March 2024.
4. Dr. Shanthi T, Surekha R, Darthy T presented a paper titled "Hyperspectral Image Classification by Applying Deep Learning Technique" in the International Conference on Green Computing for Communication Technologies-ICGCCT 2024 organized by Sona College of Technology in association with Muscat College Oman, held on 6th & 7th March 2024.
5. Dr. Shanthi T, Surekha R, Darthy T presented a paper titled "Deep Learning Technique for Classification of Hyperspectral Image" in the 14th International Conference on Computer Communication and Informatics (ICCCI) held from 29th to 31st January 2024.
6. Dr. Shanthi T, Sonali T, Asra Fathima presented a paper titled "Deep Learning Based Classification of Diabetic Retinopathy Progression Stages for Enhanced Diagnosis" in the 14th International Conference on Computer Communication and Informatics (ICCCI) held from 29th to 31st January 2024.
7. Dr. Shanthi T, Shalini, and Shahul Hameed presented a paper titled "Communication Between Submarines Using Li-Fi Technology", at the International Conference on Innovation, Creativity and Computing Applications in Engineering, Pharmacy, Architecture, and Management-ICICAEPHAM 2023 held during 27th - 29th April 2023 at Jawaharlal College of Engineering and Technology, Palakkad, Kerala.
8. Dr. Shanthi T, Lakshmi Priya, and Megala Devi presented a paper titled "Detection of Tooth Decay using Panoramic X-ray", in the International Conference on Innovation, Creativity and Computing Applications in Engineering, Pharmacy, Architecture and Management-ICICAEPHAM 2023 held during 27th - 29th April 2023 at Jawaharlal College of Engineering and Technology, Palakkad, Kerala.
9. Dr. Shanthi T, S. Annapoorani, J. Birundha presented "Detection of Cardiac Abnormalities in Phonocardiogram Signal Using Deep Learning" at the International Conference on Agriculture, Healthcare and Green Computing Perspectives of Communication Technologies-ICAHGCT-2022 organized by the Department of Electronics and Communication Engineering, Sona College of Technology, held on 28th & 29th April 2022.
10. Dr. Shanthi T, Reethika, Vijayashankar presented "Skin Disease Detection using CNN" at the International Conference on Agriculture, Healthcare and Green Computing Perspectives of Communication Technologies-ICAHGCT-2022 organized by the Department of Electronics and Communication Engineering, Sona College of Technology, held on 28th & 29th April 2022.
11. Dr. Shanthi T, Shalini A, Prithika presented "Study on Using Image Processing Techniques to Detect and Classify Brain Tumors from MRI Brain Images" at the International Conference on Agriculture, Healthcare and Green Computing Perspectives of Communication Technologies-ICAHGCT-2022 organized by the Department of Electronics and Communication Engineering, Sona College of Technology, held on 28th & 29th April 2022.
12. Dr. Shanthi T, S. Annapoorani, J. Birundha presented "Analysis of Phonocardiogram Signal Using Deep Learning" in the 5th International Conference on Innovative Computing and Communication (ICICC-2022), organized by Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with the National Institute of Technology Patna, India and Korea Institute of Digital Convergence, South Korea and University of Valladolid, Spain on 19th-20th February 2022.
13. Dr. T. Shanthi, K. Hareesh, M.S. Jagan, V. Baskar, Thanneru Bhanu Prakash presented "Automatic Social Distance Monitoring System Using Deep Learning Algorithm", International Conference on Innovative Research in Renewable Energy Technologies (IRRET-2021), organized by IMPS College of Engineering and Technology, Malda, West Bengal, India. 25th-27th February, 2021.
14. Dr. T. Shanthi, K. Hareesh, M.S. Jagan, V. Baskar, Thanneru Bhanu Prakash presented "Monitoring Social Distance Between People in Crowded Places Using Deep Learning Algorithm", International Conference on Applied Science, Technology Management and Language Studies (ASTMLS - 2020) organized by Sona College of Technology, Salem on 11th & 12th December 2020.
15. Dr. T. Shanthi, Dr. M. Jamuna Rani, Ms. P. Kaviya presented "Diagnosis of Diabetic Retinopathy from Fundal Photography", International Conference on Applied Science, Technology Management and Language Studies (ASTMLS - 2020) organized by Sona College of Technology, Salem on 11th & 12th December 2020.
16. Dr. T. Shanthi, S.P. Aarthi, M. Abirami, S. Nanthini presented "RFID Based Attendance Monitoring System Using 8051 Microcontroller", International Conference on Applied Science, Technology Management and Language Studies (ASTMLS - 2020) organized by Sona College of Technology, Salem on 11th & 12th December 2020.
17. Dr. T. Shanthi, Dr. R.S. Sabeenian, Dr. M.E. Paramasivam, and Prof. R. Anand presented "GLCM Feature-Based Textile Image Classification Using Support Vector Machine", 3rd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing on 18th & 19th October 2020.
18. Dr. T. Shanthi, Dr. R.S. Sabeenian, Dr. M.E. Paramasivam, Dr. K. Manju, Dr. P.M. Dinesh, and Prof. R. Anand presented "Fundus Image Classification Using Hybridized GLCM Features and Wavelet Features", International Conference on Signals, Communication and Embedded Systems 2020 (ICSCES 2020) part of Global Technology Forum 2020 ICT Academy of Tamil Nadu on 14th & 18th October 2020.
19. Dr. T. Shanthi, S. Sripriya, Sri Nandhini presented "Voting System Based on Fingerprint and Face Recognition", 2nd International Conference on Recent Trends in Engineering and Scientific Technology and Management organized by Rathinam Technical Campus in association with the Organization of Science and Innovative Engineering and Technology (OSIET) Chennai, held on 21st Mar 2020.
20. Dr. T. Shanthi, Sasi Devi, Eldho Paul presented "Modified Unsymmetric Trimmed RMS Filter for Removing High-Density Impulse Noise", International Conference on Emerging Techniques in Engineering Technology and Management organized by Rathinam Technical Campus in association with the Organization of Science and Innovative Engineering and Technology (OSIET) Chennai, 23 Mar 2019 and was awarded Best Paper Award.
21. T. Shanthi, C. Rajalakshmi, K. Manju, "Woven Fabric Defect Detection Techniques-A Review", International Conference on Emerging Technique in Engineering Technology and Management organized by Rathinam Technical Campus in association with organization of science and innovative engineering and technology(OSIET), Chennai, 23 Mar 2019.
22. T. Shanthi, Sasi Devi, Eldho Paul, "Removal of high density salt and pepper noise from digital image", Second International Conference on Recent Advances in Engineering and Technology - ICRAET 2019 organized by Sri Krishna College of Engineering and Technology, Coimbatore during 8th & 9th February 2019.
23. T. Shanthi, D. Shobana, "Detection Of Grape Leaf Disease Using Multiclass SVM", 8th International Conference on Engineering and Advancement In Technology 2015, Organisation Of Science And Innovative Engineering And Technology (OSIET) Chennai, 22 Mar 2018, 23 Mar 2018.
24. T. Shanthi, Vinitha, "Detection and Location Of Defects In Handloom Cottage Silk Fabrics Using GLCM and ANN Classification Systems", 4th International Conference On Innovation In Information Embedded And Communication Systems, Department Of Electronics And Telecommunication Engineering Sponsored By IEEE, 17 Mar 2017, 18 Mar 2017.
25. T. Shanthi, Dr. R. S. Sabeenian, "Classification of fundus images using GLCM features", International conference on Allied Electrical and Communication Systems, Department of ECE and EEE, VIGNANS University, 10 Dec 2016, 08 Dec 2016.
26. T. Shanthi, Dr. R. S. Sabeenian, "An Automated Microaneurysm Detection Algorithms Review", Second International Conference On Trends In Technology For Convergence, AVS engineering college in association with Nizwa college of technology Oman, 10 Apr 2015, 11 Apr 2015.
27. T. Shanthi, Lakhman, S. Nithish, "Face Recognition Using Deep Learning", NCSICVN 18, Department of ECE, 23 Mar 2018.
28. T. Shanthi, Sameera Bhargav, R. K. Siva, "Diagnosis of Diabetic Retinopathy Using GLCM Features", NCSCV 16, Anna University, Coimbatore, 30 Apr 2016.

Book Publication:

1. T. Shanthi, R. Anand, Binay Kumar Pandey, Vinay Kumar Nassa, Aakifa Shahul, A. S. Hovan George, Pankaj Dadheech Authored a chapter titled" Exudate Detection in Fundus Images Using Deep Learning Algorithms" in the book : Handbook of Research on Thrust Technologies' Effect on Image Processing,Copyright: © 2023 |Pages: 17, DOI: 10.4018/978-1-6684-8618-4.ch016
2. Authored a chapter titled" Convolutional Neural Network Demystified for a Comprehensive Learning with Industrial Application" in the book : " Dynamic Data Assimilation - Beating the Uncertainties" Published by IntechOpen Rijeka: Janeza Trdine 9, 51000 Rijeka, Croatia London: 5 Princes Gate Court, London, SW7 2QJ, UK

Research Projects:

1. Centre of Excellence for Fabric Defect Detection using Intelligent image analytics (DST FIST)
2. "Word Brain“ Word prediction for Ancient Manuscripts Using Image Analytics

Patent:

Membership:

1. Member of IETE (M-198477)
2. Member of ISTE (LM128954)
3. Member of IUPRAI (L216)
4. Member of IEI (M-1757460)
5. Member of IAENG (Member No: 316367)
6. Executive Treasurer for IETE Salem Sub-center for the years 2010-2012 & 2012-2014
7. Executive Committee Member for IETE Erode Sub-center for the years 2024-2026

Research IDs:
https://vidwan.inflibnet.ac.in/profile/334753
https://scholar.google.co.in/citations?user=hD2nQ3MAAAAJ
https://www.scopus.com/authid/detail.uri?authorId=57203905272
https://orcid.org/0000-0001-8962-5311

Awards & Recognitions: