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Faculty Member Details

Staff Id : 04260
Name : Dr. M. BALASUBRAMANIAN
Designation : ASSOCIATE PROFESSOR
Department : COMPUTER SCIENCE & ENGG.
Qualification : B.E., M.Tech (IIT DELHI)., Ph.D.,
Specialization : Image and Video Processing, Machine and Deep Learning
Date of Birth : 07-06-1975
Date of Joining : 16-07-1999

Present Address Contact Number E-Mail Address
31, Devadoss Nagar,
Ammapet,
Chidambaram - 608 001.		9443986899balu_june1@yahoo.co.in

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 3131
Ph.D. 710


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 1617--17
Conducted -1--5


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed 2-1) 1050000 (AICTE) 2) 1162500 (UGC)
Ongoing ---

Teaching and Research Experience Industry Experience
25 Years -

Journals Conference Books Published Popular Article
National International National International
2 50 11 8 1 -

List of Publications - National
M. Balasubramanian, S. Palanivel, V. Ramalingam, "Video-based person authentication using face and visual speech.", The ICFAI University Journal of Computer Sciences, Volume III, Number 1, Jul 2009, pp. 38-58. 2009.
B.S. Panda, M. Balasubramanian and B. Chandra, "Performance evaluation of parallel algorithms for association rule mining in cluster computing systems.", National Journal Published in 7th ICIT University Press, Volume 1, Number 1, Dec 2004, pp. 1-9. 2004.
List of Publications - International
Indhumathi J, Balasubramanian M and Balasaigayathri B , "Real-Time Video based Human Suspicious Activity Recognition with Transfer Learning for Deep Learning.", International Journal of Image, Graphics and Signal Processing (IJIGSP), MECS Publications, Volume 15, Number 1, Feb 2023, pp. 47-62. 2023.
Indhumathi J, Balasubramanian M and Sathiya S, "Social Distancing And Face Mask Detection Using Deep Learning for Covid-19 Safety Applications.", International Journal of Gradiva, Volume 8, Number 12, Dec 2022, pp. 86-101. 2022.
Indhumathi J and Balasubramanian M, "Real Time Video Based Human Suspicious Activity Recognition Using Deep Learning.", Advances and Applications in Mathematical Sciences (ESCI-WOS INDEXED), Mili Publications, Volume 21, Number 11, Nov 2022, pp. 974-6803. 2022.
M Sowmya, M Balasubramanian, K Vaidehi, "Classification of Animals Using MobileNet with SVM Classifier.", International Journal of Computational Methods and Data Engineering (Springer, Singapore), Volume 139, Number 1, Sep 2022, pp. 347-358. 2022.
Mouth Image Based Person Authentication Using DWLSTM and GRU Showkat A. Dar, S. Palanivel, M. Kalaiselvi Geetha and M. Balasubramanian,, "Mouth Image Based Person Authentication Using DWLSTM and GRU.", International Journal of Information Sciences Letter, Volume 11, Number 3, May 2022, pp. 853-862. 2022.
J. Sujanaa, S. Palanivel, and M. Balasubramanian, "Emotion Recognition Using Support Vector Machine and One-Dimensional Convolutional Neural Network.", Multimedia Tools and Applications, Springer, Volume 80, Number 18, May 2021, pp. 27171-27185. 2021.
P Kanimozhi, S Sathiya, M Balasubramanian, P. Sivaguru, P Sivaraj, "Evaluation of Machine Learning And Deep Learning Approaches To Classify Breast Cancer Using Thermography.", International Journal of Psychology and Education, Volume 58, Number 2, 2021, pp. 8796-8813. 2021.
P Kanimozhi, S Sathiya, M Balasubramanian, P Sivaraj, "Novel Segmentation Method to Diagnose Breast Cancer in Thermography Using Deep Convolutional Neural Network.", International Journal of Annals of the Romanian Society for Cell Biology, Volume 25, Number 4, 2021, pp. 6010-6025. 2021.
R. Aruna Kirithika, S. Sathiya M. Balasubramanian, P. Sivaraj, "Brain Tumor And Intracranial Haemorrhage Feature Extraction And Classification Using Conventional And Deep Learning Methods .", European Journal of Molecular & Clinical Medicine (web of science ), Volume 07, Number 07, 2020, pp. 237-258. 2020.
R. Vasanthselvakumar, M. Balasubramanian, S. Sathiya, "Automatic Detection and Classification of Chronic Kidney Diseases Using CNN Architecture.", International Journal of Data Engineering and Communication Technology, Advances in Intelligent Systems and Computing (Springer, Singapore), Volume 1079, Number -, Jan 2020, pp. 735-744. ISBN (Online): 978-981-15-1097-7. ISSN No. 2194-5365.
N Kathirvel , M.S Thanabal and M. Balasubramanian, "Automatic Indoor-Outdoor Scene Recognition With Supervised Machine Learning Algorithm.", International Journal of Solid State Technology, Volume 63, Number 6, Oct 2020, pp. 11667-11683. ISSN No.0038-111X.
R. Aruna Kirithika, S. Sathiya, M. Balasubramanian, P. Sivaraj, "An Efficient Brain Tumor Segmentation and Classification Model using Machine Learning and Deep Learning based Inception Network.", Journal of Xidian University( Scopus), Volume 14, Number 11, 2020, pp. 35-56. 2020.
R. Aruna Kirithika, S. Sathiya, M. Balasubramanian, P. Sivaraj, "An Automated Classification of Intracranial Haemorrhage using Deep Convolution Neural Network Model.", International Journal of Future Generation Communication and Networking (Web of Science (e-sci)), Volume 13, Number 4, 2020, pp. 2694-2715. 2020.
T. Venketbabu, R. Arunkumar, M. Balasubramanian, "Improved Convolutional Neural Networks in Content Based Image Retrieval System for Medical Image Analysis..", Solid State Technology, Volume 63 , Number 6, 2020, pp. 9194-9208. 2020.
T. Venketbabu, R. Arunkumar, M. Balasubramanian, "A Novel Hybrid PCA-CNN Based CBIR Model for Medical Image Analysis.", International Journal of Advanced Research in Engineering and Technology, Volume 11, Number 9, Dec 2020, pp. 673-686. 2020.
T. Venketbabu, R. Arunkumar, M. Balasubramanian, "Content-based Medical Image Retrieval in using Wavelet Based GLCM and ANN.", International Journal of Advanced Science and Technology, Volume 29, Number 05, 2020, pp. 10228-10239. 2020.
R. Vasanthselvakumar, M. Balasubramanian, and S. Palanivel, "Detection and Classification of Kidney Disorders using Deep Learning Method.", International Journal of Mechanics of Continua and Mathematical Sciences, Volume 14, Number 2, Apr 2019, pp. 258-270. ISSN (Online): 2454 -7190.
D. Kanimozhi, G. Arulselvi, M. Balasubramanian, "Classification of ECG Signals Using Convolutional Neural Network.", International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 8, Number 2, Mar 2019, pp. 1-4. E-ISSN: 2319 – 1953 (online). .
R. Vasanthselvakumar, M. Balasubramanian, S. Sathiya , "Automatic Renal Defect Classification Using Inception.", International Journal of Computer Sciences and Engineering, Volume 7, Number 5, Mar 2019, pp. 136-139. E-ISSN: 2347-2693 (online). .
T. Nagarathinam, K. Rameshkumar, M. Balasubramanian , "K-NN Classifier for Plant Leaf Disease Recognition.", JASC: Journal of Applied Science and Computations, Volume 5, Number 11 , Nov 2018, pp. 748-754. ISSN No: 1076-5131 (Online).
R. Vasanthselvakumar, M. Balasubramanian, and S. Sathiya, "Comparative Detection of Kidney Diseases using Ultrasound B-Mode Images.", International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Number 5, Sep 2018, pp. 1-4. ISSN No. 2319 – 1953.
26. R. Manikandan, M. Balasubramanian and S. Palanivel, "An Efficient Framework to Detect Cracks in Rail Tracks using Neural Network Classifier.", International Journal of Pure and Applied Mathematics, Volume 116, Number 10, Sep 2017, pp. 461-470. Sep 2017, ISSN No.1314-3395 (Online). (UGC Journal No: 23425).
R. Vasanthselvakumar, M. Balasubramanian and S. Palanivel, "Pattern Analysis of Kidney Diseases for Detection and Classification using Ultrasound B-Mode Images.", International Journal of Pure and Applied Mathematics, Volume 117, Number 15, Dec 2017, pp. 635-643. ISSN No. 1314-3395 (Online) (UGC Journal No: 23425).
R. Manikandan, M. Balasubramanian and S. Palanivel, "An Early Warning System–Vision based Obstacle Detection on Railway Track.", International Journal of Pure and Applied Mathematics, Volume 117, Number 7, Nov 2017, pp. 1-10. ISSN No. 1314-3395 (Online). (UGC Journal No: 23425).
R. Manikandan, M. Balasubramanian and S. Palanivel, "Vision Based Obstacle Detection on Railway Track.", International Journal of Pure and Applied Mathematics, Volume 116, Number 24, Oct 2017, pp. 567-576. ISSN No. 1314-3395 (Online). (UGC Journal No: 23425).
R. Manikandan, M. Balasubramanian and S. Palanivel, "MACHINE VISION BASED MISSING FASTENER DETECTION IN RAIL TRACK IMAGES USING SVM CLASSIFIER.", INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS SPECIAL ISSUE, Volume 1, Number 1, Sep 2017, pp. 574-589. 2017.
M. Sindhuja and Dr. M. Balasubramanian, "Detection and Recognition of Cracks in Railway Track Image.", International Journal for Science and Advance Research in Technology, Volume 2, Number 12, Dec 2016, pp. 354-358. 2016.
K. Jagan Mohan and M. Balasubramanian, "Recognition of Paddy Plant Diseases Based on Histogram Oriented Gradient Features.", International Journal of Advanced Research in Computer and Communication Engineering, Volume 5, Number 3, Mar 2016, pp. 1071-1074. 2016.
R. Arun Kumar, Dr. M. Balasubramanian and C. Arul Selvi, "Detection and Recognition of Outdoor Objects based on SIFT Features.", International Journal of Advanced Research in Computer and Communication Engineering, Volume 5, Number 3, Mar 2016, pp. 985-991. 2016.
K. Jagan Mohan, M. Balasubramanian and S. Palanivel, "Detection and Recognition of Diseases from Paddy Plant Leaf Images.", International Journal of Computer Applications, Volume 144, Number 12, Jun 2016, pp. 34-41. 2016.
R. Arunkumar, M. Balasubramanian and G. Vandhana, "Detection and Recognition of Real-Time Indoor Objects Using SIFT Features.", AENSI Journals : Advances in Natural and Applied Sciences, Volume 9, Number 6, Feb 2015, pp. 269-275. 2015.
S. Saravanan, S. Palanivel, M. Balasubramanian, "Facial Expression and Visual Speech Based Person Authentication Using Local Binary Pattern Histogram.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 3, Number 1, Jan 2015, pp. 402-409. 2015.
S.Nagarajan, T.S.Subashini, M.Balasubramanian, "Visual Interpretation of ASL Finger Spelling using Hough Transform and Support Vector Machine.", International Journal of Advanced Research in Computer and Communication Engineering, Volume 4, Number 6, Jun 2015, pp. 411-418. 2015.
N.J. Nalini, S. Palanivel, M. Balasubramanian, "Speech Emotion Recognition Using Residual Phase and MFCC Features.", International Journal of Engineering and Technology, Volume 5, Number 6, Jan 2014, pp. 4515-4527. 2014.
M. Balasubramanian and M.Selvarani, "Churn Prediction in Mobile Telecom System Using Data Mining Techniques.", International Journal of Scientific Research Publications, Volume 4, Number 4, Apr 2014, pp. 1-5. 2014.
S. Sathiya, M. Balasubramanian and S. Palanivel, "Pattern Recognition Based Detection and Recognition of Traffic Sign Using SVM.", International Journal of Engineering and Technology, Volume 6, Number 2, May 2014, pp. 1147-1157. 2014.
S. Saravanan, S Palanivel and M Balasubramanian, "Facial Expression based Person Authentication.", International Journal of Computer Applications, Volume 94, Number 13, May 2014, pp. 1-8. 2014.
S. Saravanan, S Palanivel and M Balasubramanian, "Facial Expression and Visual Speech based Person Authentication.", International Journal of Computer Applications, Volume 10, Number 6, Aug 2014, pp. 8-15. 2014.
K. Jagan mohan, M. Balasubramanian and S. Palanivel, "Recognition of Paddy Images Using Gradient Features.", International Journal of Applied Engineering Research (IJAER), Volume 9, Number 21, Dec 2014, pp. 5131-5136. 2014.
S. Sathiya, M. Balasubramanian and V. Vigneshwari , "Traffic Sign Recognition for Advanced Driver Assistance Systems.", International Journal of Applied Engineering Research (IJAER), Volume 9, Number 21, Dec 2014, pp. 5063-5068. 2014.
R. Arunkumar, M. Balasubramanian and S. Palanivel, "Recognition of Various Categories of Indoor and Outdoor Scenes Using Scale Invariant Feature Transform.", International Journal of Applied Engineering Research (IJAER), Volume 9, Number 20, Dec 2014, pp. 4750-4755. 2014.
S. Sathiya, M. Balasubramanian and S. Palanivel, "Image Based Character Recognition from Signage.", International Journal of Applied Engineering Research (IJAER), Volume 9, Number 20, Dec 2014, pp. 4647-4652. 2014.
S. Sathiya, M. Balasubramanian and N. Ananthi, "Automatic Detection and Segmentation of Text in Signages.", International Journal of Research in Engineering & Advanced Technology (IJREAT), Volume 1, Number 1, Mar 2013, pp. 1-5. 2013.
S. Sathiya, M. Balasubramanian and S. Palanivel, "Detection and Recognition of Characters in Place Name Board for Driving.", International Journal of Computer Applications, Volume 1, Number 1, Oct 2013, pp. 1-6. 2013.
S. Sathiya, M. Balasubramanian and R. Sivaranjini, "Image based Detection and Recognition of Road Signs.", International Journal of Research in Engineering & Advanced Technology (IJREAT), Volume 1, Number 1, Mar 2013, pp. 6-10. 2013.
R. Arunkumar, M Balasubramanian and S Palanivel, "Indoor Object Recognition System using Combined DCT-DWT under Supervised Classifier.", International Journal of Computer Applications, Volume 82, Number 3, Nov 2013, pp. 16-21. 2013.
S. Sathya, V. Rathikarani, M. Balasubramanian and P. Dhanalakshmi, "Identification of Brain Functions and its Disorders using SVM.", CIIT International Journal of Artificial Intelligent Systems and Machine Learning, Volume 1, Number 1, Aug 2011, pp. 61-65. AIML082011013.
M. Balasubramanian, S. Palanivel, V. Ramalingam, "Video-based person recognition using fovea intensity comparison code.", Behaviour and Information Technology, International Journal of Taylor and Francis, UK, Volume 30, Number 6, Oct 2011, pp. 747-760. 2011.
M. Balasubramanian, S. Palanivel, V. Ramalingam, "Fovea Intensity Comparison Code for Person Identification and Verification.", International Journal of Engineering Applications of Artificial Intelligence (Elsevier), United Kingdom, Volume 23, Number 8, Dec 2010, pp. 1277-1290. 2010.
M. Balasubramanian, S. Palanivel, V. Ramalingam, "Real time face and mouth recognition using radial basis function neural networks..", International Journal of Expert Systems with Applications (Elsevier), United Kingdom, Volume 36, Number 3, Aug 2009, pp. 6879-6888. 2009.
List of Conferences - National
M. Balasubramanian and M. Selvarani, Churn Prediction in Mobile Telecom System, National Conference on Advanced Computing Technologies (NCACT’ 14), Mar 19-19, 2014, Dhanalakshmi Srinivasan Engineering College, pp. 1-5. Perambalur, NCACT2014.
M. Balasubramanian and V. Vijayalakshmi, Vision based Real-Time Pedestrian Detection on Zebra Cross, National Conference on Advanced Computing Technologies (NCACT’ 14), Mar 19-19, 2014, Dhanalakshmi Srinivasan Engineering College, pp. 1-5. Perambalur, NCACT2014.
N. Kathirvel, R. Sivaraj and M. Balasubramanian, Classification and Recognition of Agriculture Soil Images, National Conference on Networks, Information, Knowledge, Computing and Ontology, Mar 16-16, 2012, A.V. C. College of Engineering, pp. 1-5. Mannampandal, NCNIKCO2012.
C. Abarna and M. Balasubramanian, Automatic Speaker Age Recognition, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Annamalai University, pp. 6-9. Annamalainagar, USNCMSP2011.
R. Arun kumar, M. Balasubramanian and K. Jagan mohan, Humanizing Dynamic Time Warping Technique, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Annamalai University, pp. 22-26. Annamalainagar, USNCMSP2011.
A. Bhargavi and M. Balasubramanian, Automatic Number Plate Extraction Using Smearing Algorithm, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Annamalai University, pp. 34-36. Annamalainagar, USNCMSP2011.
G. Indrani, M. Balasubramanian and K. Selvakumar , Text Independent Speaker Recognition Using SVM and GMM, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Arulmegu kalachalingam college of Engg, pp. 54-60. Annamalainagar, USNCMSP2011.
M. Senthil Kumar and M. Balasubramanian, Design and implementation all optical logic gates, Indian Science Congress, Jan 3-7, 2007, Annamalai University, pp. 1-6. Annamalainagar, ISC2007.
M. Balasubramanian and R. Arul Britto, Comparative study: single and multiple level association rules in large databases, National Conference on Recent Trends in Communication, Apr 1-2, 2005, Arulmegu kalachalingam college of Engg, pp. 173-179. Srivilliputhur, NCRTC2005.
M. Balasubramanian and K. Ashok, Line scratches detection and removal in digital films, National Conference on Recent Trends in Communication, Apr 1-2, 2005, Arulmegu kalachalingam college of Engg, pp. 180-185. Srivilliputhur, NCRTC2005.
M. Balasubramanian and Jeno lovesum, A new family of Spline based biorthogonal wavelet transform and their application to image compression, National Conference on Recent Trends in Communication, Apr 1-2, 2005, Arulmegu kalachalingam college of Engg, pp. 50-55. Srivilliputhur, NCRTC2005.
List of Conferences - International
M. Balasubramanian and S. Rakesh, Vehicle Tracking and Recognition by Optical Flow Estimation and DCT using SVM, 2nd International Conference on Science and Innovative Engineering , Apr 7-7, 2013, Jawahar Engineering College, pp. 1-8. Chennai, ICSIE2013.
M. Balasubramanian and G. Kokila, Automatic Detection and Recognition of Television Logo using Color Histogram and DCT features, International Conference on Innovative Trends in Computing and Technology, Mar 7-8, 2013, The Rajaas Engineering College, pp. 1-4. Vadakkankulam, ICIT2013.
M. Balasubramanian and G. Kokila, Detection and Recognition of Television Logo, 4th International Conference on Advances in Computer, Feb 18-19, 2013, Sun College of Engineering and Technology, pp. 1697-1699. Erachakulam , ICAM2013.
M. Balasubramanian and S. Rakesh, Tracking Vehicles using Optical Flow Estimation, 4th International Conference on Advances in Computer, Feb 18-19, 2013, Sun College of Engineering and Technology, pp. 1775-1780. Erachakulam , ICACC2013.
M. Balasubramanian and K.A. Sathiya Seelan, Tamil Speech to Finger Spelling using SVM, 4th International Conference on Advances in Computer, Communication and Management, Feb 18-19, 2013, Sun College of Engineering and Technology, pp. 548-553. Erachakulam, ICACCCM2013.
N. Kathirvel, R. Arunkumar and M. Balasubramanian, Visual Indoor Object Recognition for Visually Impaired Person, International Conference on Futuristic Trends in Computer Science and Engineering and Information Technology, Jan 28-29, 2012, Thiruvallur College of Engineering, and Technology, pp. 129-132. Vandavasi, ICFTCSEIT.
S. Sathya, N. Karunyadevi and M. Balasubramanian, Traffic Place Name Board Recognition, International Conference on Futuristic Trends in Computer Science and Engineering and Information Technology, Jan 28-29, 2012, Thiruvallur College of Engineering, and Technology, pp. 133-138. Vandavasi, ICFTCSEIT.
S. Sathya, V. Rathikarani and M. Balasubramanian, Identification of Brain Functions and its Disorders, International Conference on Advances in Engineering & Technology , May 27-28, 2011, E.G.S.Pillay Engineering College, pp. 1-5. Nagapattinam, ICAET2011.
List of Book Published
S Sathiya, M Balasubramanian, A Punitha, P Sivaraj, A CNN-based Traffic Sign Recognition System (Book Chapter), Springer Nature: Artificial Intelligence and IoT: Smart Convergence for Eco-friendly Topography, 978-981-33-6399-1 and ISBN No. 978-981-33-6400-4 (e-book), pp. 151-166. Jan 2021, https://doi.org/10.1007/978-981-33-6400-4 .

List of Awards /Honours / Memberships
AICTE Our Institution Permanent ID (FEAT, AU) - 1-2870850431
AICTE Faculty Unique ID - 1-2912474068
Vidwan-ID for INFLIBNET - 117600
Orcid Academic Identity - 0000-0003-4251-5144
Researcher Academic Identity - V-5225-2019
Scopus Academic Identity - 55407506600
Google Scholar Academic Identity - ZfpJE58AAAAJ
Institute of Research Engineers and Doctors (IRED) - SNM1004139
Computer Science Teachers Association (CSTA) - 41125245
International Association of Engineers (IAENG) - 190278
ISTE - LM-63621
Computer Society of India - LM-00113244

List of Awards
Certificate of Appreciation from NPTEL for Being Recognized as NPTEL DISCIPLINE STAR - Issued by SWAYAM-NPTEL [https://nptel.ac.in/nptelstars/disciplinestars] - 2024
Awarded for Successfully Completing the Course Cloud Computing in NPTEL [Elite with Gold and Topper - Top 1% in Jan-Apr 2024] - Issued by Prof. Haimanti Banerji, NPTEL Coordinator, IIT Kharagpur [Roll No. NPTEL24CS17S453900104] - 2024
Awarded for Successfully Completing the Course Introduction to Internet of Things (IoT) in NPTEL [Topper - Top 5% and Type of Certificate: Elite with Gold] - Issued by Prof. Haimanti Banerji, NPTEL Coordinator, IIT Kharagpur [Roll No. NPTEL23CS83S833900310] - 2023
Awarded for Successfully Completing the Course \"Data Analytics with Python\" in NPTEL [Topper - Top 2% and Type of Certificate: Elite with Gold] - Issued by Prof. Sanjeev Manhas, Coordinator, CCE, IIT Roorkee & Prof. Priti Maheswari, NPTEL Coordinator, IIT Roorkee [CNo. NPTEL23CS08S23400022] - 2023
Awarded for Successfully Completing the Course "Deep Learning" in NPTEL [Topper - Top 5% and Elite with Silver] - Issued by Prof. Devendra Jalihal, Chairman, CCE, IITM & Prof. Andrew Thangaraj, NPTEL, Coodinator, IIT Madras [CNo. NPTEL22CS124S64490096] - [ July-Oct 2022 ]
Awarded for Successfully Completing the Course "Joy of Computing Using Python" in NPTEL [Topper - Top 5% and Type of Certificate: Elite with Gold] - Issued by Prof. Devendra Jalihal, Chairman, CCE, IITM & Prof. Andrew Thangaraj, NPTEL, Coodinator, IIT Madras [CNo. NPTEL22CS31S24540089] - 2022
Awarded for Demonstrating Competence in the Completion of Building Transformer-Based Natural Language Processing Applications - Issued by Mr. Will Ramey, Senior Director, NVIDIA GPU Deep Learning Institute [Certificate No. 163a45a489f54a5284b9df7bb3ebea1a] - 2021
Awarded for Demonstrating Competence in the Completion of Deep Learning - Issued by Mr. Will Ramey, Senior Director, NVIDIA GPU Deep Learning Institute [Certificate No. 61b1c9924f1c42b1a8d2311253a9d593] - 2021
Successfully Completed, Participating in Guinness World Record Event - Most Users to take Online Computer Programming Lesson in 24 Hours - GUVI and AICTE [Certificate No.e905nzd371x9861181] - 2021
Achievement for the Successful Completion of Build a Face Recognition Application Using Python [ AI for India-Event] - GUVI and AICTE [Certificate No. 3s7XoI696331J18ueU] - 2021
Received A Cash Award for Publishing Two Papers in the Elsevier Journal During the Year 2009-2010 - Prof. P. V. Vaidhyanathan Endowment (Former Vice Chancellor) scheme, Annamalai University. - 2010
Career Award for Young Teachers (CAYT) - AICTE - 2009