Associate Professor

Scopus author id: 56884761200 

Orchid id : 0000-0001-8206-0610

Web of Science id : ISS-1881-2023

Advanced Digital Image Processing, Digital Electronics, Linear Integrated Circuits 

Video Processing
Digital Image Processing

Video Processing, Digital Image Processing, Computer Vision, Artificial Intelligence

[alert]Guideship Details[alert]

• Recognized as a Supervisor (Ref. No. 4190021) for guiding Ph.D Scholars of Anna University under the faculty of ECE.
• Ph.D guidance - 2 Full Time Research Scholars under Anna University, Chennai

•  Scopus/ UGC/ SCI Journal Papers: 10   
•  No. of International Journal Papers :   22
•  International/ National Conference Papers :  39
•  Patent Published & Granted : 07
•  Total no. of Publications : 68

1. Kanagamalliga, S., Abishek, R., Krishna, B. B. S., & Vinayagam, P. (2023). Advancements in Real-Time Face Recognition Algorithms for Enhanced Smart Video Surveillance. Procedia Computer Science, 230, 486-492. (SCOPUS)
2. Rajalingam, S., Kanagamalliga, S., Priya, K. S., & Karuppiah, N. (2024). Original Research Article Optimizing Drone delivery: An efficient design for shipper applications. Journal of Autonomous Intelligence, 7(1). (SCOPUS)
3. Rajalingam Sakthivelsamy, Kanagamalliga Subramaniyan. (2024). Modelling and performance analysis of free body dynamics of electric vehicles, International Journal of Power Electronics and Drive Systems,  Vol. 15, No. 1, March 2024, pp. 1-7
4. Rajalingam Sakhivelsamy, Kanagamalliga Subramaniyan, Kamal Gopi, Jayanthi Ravi Gopala Krishnan and Sakthivel Karunamoorthy, (2023). IoT Based Nano Device for Monitoring Induction Motor for Electric Vehicle Applications, NanoWorld J 9(S5): S101-S105.
5. Kanagamalliga S., Rajalingam S., Renugadevi R., Gunapati Teja., Pothala Srikanth., Bynagari Abraham Ron Clayton. (2023). Anomalous Activity Recognition In Video Scenes Using Artificial Intelligence, Eur. Chem. Bull. 12(Special Issue 4), pp. 9552-9558. 
6. Renugadevi R., Kanagamalliga S., Rajalingam S., Parimala V., Latha R., Vasuki S. (2023). Design process and performance evaluation of Lithium ferro Phosphate battery for the application to transport sector, Eur. Chem. Bull. 12(8), pp. 825-835. 
7. Rajalingam S., Kanagamalliga S., M Pandi Maharajan., Ragul Kumar K., I.Cephas., Renugadevi R. (2023). Design, Development and packing of Lithium Ion Battery Pack for Electric Vehicles, Eur. Chem. Bull. 12(Special Issue 4), pp. 10829 – 10839. 
8. Rajalingam, S., Kanagamalliga, S., Karuppiah, N., & Puoza, J.C. (2021). Peer interaction teaching-learning approaches for effective engagement of students in virtual classroom. Journal of Engineering Education Transformations (ISSN 2394-1707), Vol. 34, pp. 425-432. (SCOPUS/UGC-CARE)
9. Kanagamalliga, S., & Vasuki, S. (2019). An efficient algorithm for tracking and counting pedestrians based on feature points in video surveillance applications. Journal of Intelligent & Fuzzy Systems (ISSN 1064-1246), Vol. 36, Issue 1, pp. 67-78. (SCI/ SCOPUS/UGC IF 1.737)
10. Kanagamalliga, S., & Vasuki, S. (2018). Contour-based object tracking in video scenes through optical flow and gabor features. Optik Elsevier (ISSN 0030-4026), Vol. 157, pp. 787-797. (SCI/ SCOPUS/ UGC IF 2.84)
11. Kanagamalliga, S., Vasuki, S., Pavithra, A., & Induja, M. (2015). Complete movement estimation of non-rigid object using optical flow and contour method. International Journal of Applied Engineering Research (ISSN 09734562), Vol. 10, No. 21, pp. 20262-20268. (SCOPUS/ UGC)
12. Kanagamalliga, S., Vasuki, S., & Pathumarubini, P. (2015). Object recognition using adaboost based multiple instance pruning. International Journal of Applied Engineering Research (ISSN 09734562), Vol. 10, No. 55, pp. 2656-2660. (SCOPUS/ UGC) 
13. Kanagamalliga, S., Dhivya Princy, J., Kiran Patel, M., & Manipriya, T. (2019). Fire detection in video sequence using deep CNN based algorithm and localization. SSRG International Journal of Electronics and Communication Engineering (ISSN 2348-8549), Vol.1, Special Issue ICTER, pp. 1-7.  
14. Kanagamalliga, S., & Naveen Chandran, M. (2018). Bio metric TB notification system interfaced with IOT. International Journal of Innovative Research in Applied Sciences and Engineering (ISSN 2456-8910), Vol. 2, Issue 1, pp. 256-259.
15. Kanagamalliga. S, Santhiya Bhavani. K, Shobana. V, Sundara Priya. T. (2017). An efficient algorithm for interested object detection in the video sequences. International Journal of Engineering Research & Technology (ISSN 2278-0181), Vol. 5, Issue 09, 1-5.
16. Kanagamalliga, S., Vasuki, S., Manjupriya, C., Subhadharshini, B. (2017). An efficient method for object segmentation in video scenes. International Journal of Engineering Research & Technology (ISSN 2278-0181), Vol. 5, Issue 09, pp.  1-5.
17. Kanagamalliga, S., Vasuki, S., & Shanmugapriya, M. (2016). Foreground object detection using expectation maximization based effective gaussian mixture model. Middle-East Journal of Scientific Research (ISSN 1990-9233), Vol. 24, Special Issue on Innovations in Information, Embedded and Communication Systems, pp. 51-57. (Peer Reviewed Annexure II)
18. Kanagamalliga, S., Vasuki, S., Sabari guru, M., Logesh, C.T., Venkateshan, N., & Nishok, A.V.K. (2015). Spooring of players in sports video sequence using particle tracking method. International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (ISSN 2320–3765), Vol. 4, Special Issue 2, pp. 1-7.   
19. Kanagamalliga, S., Vasuki, S., Kanimozhidevi, A., Priyadharshni, S., & Rajeswari, S. (2014). Tracking and counting the vehicles in night scenes. International Journal of Information Sciences and Techniques (ISSN 2319-409X), Vol.4, No.3, pp. 165-172.
20. Kanagamalliga, S., Vasuki, S., Vishnu Priya, A., & Viji, V. (2014). A ZigBee and embedded based security monitoring and control system. International Journal of Information Sciences and Techniques (ISSN 2319-409X), Vol.4, No.3, pp.173-178.
21. Kanagamalliga, S., Vasuki, S., Priya, A. V., & Viji, V. (2014). Security monitoring using embedded systems. International Journal of Innovative Research in Science, Engineering and Technology (ISSN 2347-6710), Vol. 3, Special Issue 3, pp. 620-623.
22. Kanagamalliga, S., Vasuki, S., Sundaramoorthy, R., Priyam, J.A.D., & Karthick, M. (2014). Discern of gestures and tracking of human using kalman filter. International Journal of Innovative Research in Science, Engineering and Technology (ISSN 2347-6710), Vol. 3, Special Issue 3, pp. 292-297.

1. S. Kanagamalliga, B. B. S. Krishna, R. Abishek and S. Rajalingam, "Survey and Analysis of Real-Time Face Detection Techniques in Video Scenes: Current Advancements and Future Prospects," 2023 Second International Conference on Advances in Computational Intelligence and Communication (ICACIC), Puducherry, India, 2023, pp. 1-5. IEEE. (SCOPUS)
2. Kanagamalliga, S., Kovalan, P., Kiran, K., & Rajalingam, S. (2023, November). Enhancing Traffic Surveillance and Urban Mobility with Vision-Based Vehicle Analysis. In 2023 International Conference on System, Computation, Automation and Networking (ICSCAN) (pp. 1-6). IEEE. (SCOPUS)
3. Kanagamalliga, S., Yuvaraju, T. S., & Rajalingam, S. (2023, November). Solar-Powered Mobile Phone Charger Tapping into Sustainable Energy. In 2023 International Conference on System, Computation, Automation and Networking (ICSCAN) (pp. 1-6). IEEE. (SCOPUS)
4. Kanagamalliga, S., Monika, P., Monika, K., & Latha, R. (2023, November). Efficient Power Optimization in CNN Acceleration through Innovative Hardware Design. In 2023 International Conference on System, Computation, Automation and Networking (ICSCAN) (pp. 1-6). IEEE. (SCOPUS)
5. Kanagamalliga S., Rajalingam S., P Vinayagam., & R Latha. (2022). An Efficient Deep Learning based Algorithm for People Detection in Surveillance Videos, Second International Conference on Innovations in Electronics and Communication Systems, R M K college of engineering and technology,  November 24-26.
6. Rajalingam, S., Kanagamalliga, S., (2023). IOT – based Nano device monitoring induction motor for electric vehicle applications, IEEE International Conference on Nanoelectronics, Nanophotonics, Nanomaterials, Nanobioscience & Nanotechnology, VISAT Engineering College, April 27-28. 
7. Rajalingam, S., Kanagamalliga, S., K Sakthi Priya., R Karpaga Priya., S Kavitha (2023). Development of Interactive Road Safety System using smart helmet for bike users to avoid bike accidents, International Conference on Artificial Intelligence & Digital Twin Technology, P S R Engineering College, Sivakasi, April 26-28.
8. Rajalingam, S., Kanagamalliga, S., (2023). Energy conservation system for buildings using visitor counter, IEEE International Conference on Innovations in Science and Humanities, Saveetha Engineering College, Chennai, April 19-20.
9. Kanagamalliga S., Gunapati Teja., Pothala Srikanth., Bynagari Abraham Ron Clayton., Rajalingam S., & Renugadevi R. (2022). Violence Activity Detection in Surveillance Videos, International Conference on Emerging Technologies in Civil Engineering, Saveetha Engineering College, Chennai, December 02.
10. Vinayagam P., Kanagamalliga S., Navaneethan S., (2022). An Instant Medical Assistance Structure (IMAS) based on Artificial Intelligence Second International Conference on Innovations in Electronics and Communication Systems, R M K college of engineering and technology,  November 24-26.
11. R Latha, M Sowmiya Manoj, Kanagamalliga S. (2022). Anomaly Detection at Wireless Body Area Network Coordinators for Telemedicine, Second International Conference on Innovations in Electronics and Communication Systems, R M K college of engineering and technology,  November 24-26.
12. P Vinayagam, Varshney Amit Kumar, Kanagamalliga S. (2022). A CNN based Efficient Mask and Temperature Detecting System, Second International Conference on Innovations in Electronics and Communication Systems, R M K college of engineering and technology, November 24-26.
13. Rajalingam, S., Kanagamalliga, S., Iddrisu Danlard., & Karuppiah, N. (2020). IoT based Sustainable Agriculture-Advances, Challenges and Opportunities. International Conference on IoT, Social, Mobile, Analytics Cloud in Computational Vision & Bio-Engineering, St. Mother Theresa Engineering College, pp. 73-83, October 29-30.
14. Kanagamalliga, S., Dhivya Princy, J., Kiran Patel, M., & Manipriya, T. (2019). Fire Detection in Video Sequence using Deep CNN Based Algorithm and Localization. International Conference on Trending Technologies in Engineering Research, Mangayarkarasi college of engineering, pp. 1-7, March 15.
15. Kanagamalliga, S., Naveen Chandran, M., & Gokulnath, J. (2018). Bio metric TB notification system interfaced with IOT. IEEE International conference on engineering and advancement in technology, Sri Krishna college of technology, pp. 251, March 22-23.
16. Kanagamalliga, S., Vasuki, S., Manjupriya, C., & Subhadharshini, B. (2017). An efficient method for object segmentation in video scenes. National conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 176-180, March 31. 
17. Kanagamalliga, S., Santhiya Bhavani, K., Shobana, V., & Sundara Priya, T. (2017). An efficient algorithm for interested object detection in the video sequences. National conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 171-175, March 31.
18. Kanagamalliga, S., Vasuki, S., & Shanmugapriya, M. (2016). Foreground object detection using expectation maximization based effective GMM. International conference on Innovations in Information, embedded and communication systems, Karpagam college of engineering, pp. 485-490, March 17-18.
19. Kanagamalliga, S., & Archana, S. (2015). Interested target object tracking using particle filter tracking. International conference on science engineering and technology, VIT university, p. 157, May 5-6.
20. Kanagamalliga, S., Vasuki, S., & Pathumarubini, P. (2015). Object recognition using adaboost based multiple instance pruning. International Conference on Advances in Applied Engineering & Technology, Syed ammal engineering college, pp. 1-5, May 14-16.
21. Kanagamalliga, S., Pavithra, A., & Induja, M. (2015). Complete movement estimation of non-rigid object using optical flow method. International conference on computing, communication and electrical technologies, Vivekanandha institute of engineering and technology for women, pp. 1-7, March 4-5. 
22. Kanagamalliga, S., Vasuki, S., Sabari guru, M., & Logesh, C.T. (2015). Spooring of players in sports video sequence using particle tracking method. National conference on emerging trends in electrical engineering, SSM institute of engineering and technology, pp. 45-46, March 28.
23. Kanagamalliga, S., Vidyalakshmi, V., Kavitha, S., Karthika, M., & Kala Ranjani, K.  (2015). Video based vehicle detection and counting using adaptive gaussian mixture model. National Conference on Communication Technology Interventions for Rural and Social Development, Sri Krishna college of engineering and technology, p. 8, February 7.
24. Kanagamalliga, S., Pavithra, A., & Induja, M. (2015). Non- rigid object detection in video scenes using optical flow method. National Conference on Communication Technology Interventions for Rural and Social Development, Sri Krishna college of engineering and technology, p. 9, February 7.
25. Kanagamalliga, S., & Archana, S. (2014). Moving object tracking based on meanshift algorithm. International conference on design and application of structures, drives, communicational and computing systems, K.L.N college of information technology, p. 99, December 19-20.
26. Kanagamalliga, S., Vasuki, S., & Pathumarubini, P. (2014). Object recognition using SVM based multiple instance pruning. International conference on design and application of structures, drives, communicational and computing systems, K.L.N college of information technology, p. 98, December 19-20.
27. Kanagamalliga, S., Vasuki, S., Sundaramoorthy, R., Priyam, J.A.D., & Karthick, M. (2014). Human detection and tracking using gaussian mixture model and kalman filter. International conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 575-582, April 10-11.
28. Kanagamalliga, S., Vasuki, S., Viji, V., & Vishnu Priya, A. (2014). A zigbee and embedded based security monitoring and control system. International conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 520-524, April 10-11.
29. Kanagamalliga, S., Usha Nandhini, R., & Vasuki, S. (2014). Vehicle detection and counting using fuzzy color histogram. International conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 448-455, April 10-11.
30. Kanagamalliga, S., Vasuki, S., Kanimozhidevi, A., Priyadharshni, S., & Rajeswari, S. (2014). Tracking and counting the vehicles in night scenes. International conference on innovations in electronics, communication and computing, Velammal college of engineering and technology, pp. 333-337, April 10-11.
31. Kanagamalliga, S., Vasuki, S., Sundaramoorthy, R., Allen Deva Priyam, J., & Karthick, M. (2014). Discern of gestures and tracking of human using kalman filter. IEEE International conference on innovations in engineering and technology, K.L.N college of engineering, pp. 288-293, March 21-22.
32. Kanagamalliga, S., Vasuki, S., Vishnu Priya, A., & Viji, V. (2014). Security monitoring using embedded systems. IEEE International conference on innovations in engineering and technology, K.L.N college of engineering, pp. 593-596, March 21-22.
33. Kanagamalliga, S., Dhivya, S., Divya, R., & Karthika, P. (2012). Multi object tracking based on bootstrap particle filtering on graphs. International Conference on Emerging Technological Trends in Advanced Engg Research, Baselios Mathews II College of Engineering, pp. 1-6, February 20-21. 
34. Monisha mahalakshmi, K., Tamilarasi, M., & Kanagamalliga, S. (2011). Binary tissue classification on wound images with neural networks. National conference on signal processing and communication technologies, Kamaraj college of engineering and technology, pp. 44-47, March 26.
35. Davidson Kamala Dhas, M., & Kanagamalliga, S. (2010). A novel fingerprint extraction algorithm used to identify music. International conference on embedded systems, Coimbatore institute of technology, p. 34, July 14-16.
36. Davidson Kamala Dhas, M., & Kanagamalliga, S. (2010). Fingerprint extraction of audio signal using philips robust hash algorithm. International conference on intelligent information systems and management, RVS college of engineering and technology, pp. 1-5, June 10-12. 
37. Davidson Kamala Dhas, M., & Kanagamalliga, S. (2010). A novel approach for fingerprint extraction in compressed music to estimate the distortion. International conference on future engineering trends, Saveetha university, pp. 611-615, April 29-30.
38. Davidson Kamala Dhas, M., & Kanagamalliga, S. (2010). A Novel Approach for Fingerprint Extraction in Music. National conference on challenges in computing, telecommunication and VLSI, K.L.N college of information technology, pp. 156-160, April 7.
39. Davidson Kamala Dhas, M., & Kanagamalliga, S. (2010). Fingerprint Extraction in Compressed Music Using PRH Algorithm. National conference on advanced computing concepts, Velalar college of engineering and technology, p. 53, March 27.

1. Published a Patent on Empowering Accurate Breast Cancer Classification Through Advanced Neural Networks
2. A System for Multiple Objects Tracking in Video Scences
3. A System for People Counting in Crowded Video Sequences
4. A System to Detect Human Motion in Surveillance Videos
5. System for Solar-Powered Smart Wheelchair
6. System for Smart Garbage Bin for Power Generation

• Vertical Facade Solar Panel Installation Apparatus for High-Rise Structures

Vehicle Tracking, Fire Detection

IoT-  powered Fire Detection System
LASER Security System

Object Detection and Tracking in Surveillance System

AI based Brain Tumor Detection
ML based Breast Cancer Detection

[alert]Academic Experience:

Institution	Designation	Period	Year of Service
Saveetha Engineering College, Chennai	Associate Professor	01.09.2022 – Till date	1 years 6 months
Velammal College of Engineering and Technology, Madurai	Assistant Professor	03.01.2011 - 04.04.2019	8 years 4 months
Kongu Engineering College, Perundurai, Erode	Assistant Professor	17.06.2010 - 30.11.2010	6 months
Total Teaching Experience in Years     :     11 years

• Working as Associate Professor in Saveetha Engineering College from September 2022 to till date.
• Worked as Assistant Professor, Velammal College of Engineering and Technology, Madurai from January 2011 to April 2019.
• Worked as Assistant Professor, Kongu Engineering College, Perundurai, Erode from June 2010 to November 2010.

1. Organized two days Poster Presentation in Drestein2k23, 2nd and 3rd , November 2023
2. Two days Mini Project Contest, 18th and 19th , October 2023
3. Guest Lecture on Research Avenues in VLSI, September 2023
4. Webinar on E-Health to Improve the Effectiveness of Health Care System, April 2023
5. Webinar on Nanoscale Device Modeling, March 2023
6. Webinar on Applications of Semiconductor Devices, December 2022
7. Webinar on Digital Electronics Hardware Description Language, December 2022
8. Technical Event – Circuit Buzz in Drestein, November 2022
9. Guest Lecture on Investigation on Nano Platform for Cancer Diagnosis, September 2022
10. Organizing Secretary for the National Level Seminar RETRIC, 2014

1. Guest Lecture on AI & Deep Learning Approach for Image Processing and its Applications, Paavai Engineering College, June 2023.
2. Guest Lecture on Object Tracking for Enhanced Surveillance, SRM Madurai College of Engineering and Technology, October 2023.

Probability and Statistics for Machine Learning, Indian Institute of Science, Bengaluru, 2016.

1. IEEE Transactions on Circuits and Systems for Video Technology.
2. Optik - International Journal for Light and Electron Optics, Elsevier.
3. EURASIP Journal on Image and Video Processing, Springer.
4. Information Fusion, Elsevier.
5. Journal of Intelligent & Fuzzy Systems

Metrics	Scopus	Google Scholar
Citations	47	93
H-index	4	6

• Member in Institution of Electronics and Telecommunication Engineers - IETE 
• Computer Science Teachers Association - CSTA
• International Association of Engineers - IAENG 

• Recognized as a Supervisor (Ref. No. 4190021) for guiding Ph.D Scholars of Anna University under the faculty of ECE.
• Guiding 2 Full time candidates under Anna University.

Sl. No.	Name of Designation / Project	Funding Agency	Year
1	Automated Vehicle Motion Detection System for Surveillance Video Analysis	MSME IDEA HACKATHON 3.0 (Women) 15 Lakhs Reference No. :- INC23CTN035505	Submitted 2024

	Event Name			Period	Institution Organized
FDP – ONE WEEK	MIMO Antennas For 5G Communications			26.06.2023 to 30.06.2023	Kallam Haranadhareddy Institute of Technology, Guntur
COURSE _ 30 DAYS	Electric Vehicle Design			28.06.2023 to 28.07.2023	Pantech e learning Pvt Ltd, Chennai
FDP – ONE WEEK	Empowering Innovators: Unleashing The Potential Of Intellectual Property, Research Funding, Technology And Entrepreneurship			24.07.2023 to 29.07.2023	Panimalar Engineering College, Chennai
STTP – ONE WEEK	Applied Machine Learning: Unleashing Its Real-World Potential			31.07.2023 to 04.08.2023	Siksha ‘O’ Anusandhan Bhubaneswar Odisha
WEBINAR – 1 DAY	Role of Microwave Engineering in Telecommunication Sector			12.08.2023	Maharshi Parshuram College of Engineering, Velneshwar
WEBINAR – 1 DAY	EMC/EMI Techniques And Standards			18.08.2023	Kongu Engineering College, Erode
WORKSHOP – 11 DAYS	Cyber Security 2K23			07.08.2023 to 22.08.2023	Dwaraka Doss Goverdhan Doss Vaishnav College, Chennai
FDP – ONE WEEK		Recent Trends in Cognitive Science & its Applications		13.03.2023 to 18.03.2023	Vikram University Indore
Webinar		Nanoscale Device Modeling		10.03.2023	Saveetha Engineering College
Webinar		PALS VLAB Domain Specific Training - ECE/EEE/Allied Branches		02.03.2023	NITK
FDP – ONE WEEK		Societal Advances in Wireless Systems and Emerging Technologies		23.01.2023 to 28.01.2023	Saveetha Engineering College
FDP – ONE WEEK	Advanced Green Computing Technology in Healthcare		26.12.2022 to 30.12.2022		IEEE Student Branch, Saveetha Engineering College
FDP – ONE WEEK	Python for Image Processing		08.12.2022 to 13.12.2022		Vellore Institute of Technology, Chennai
MASTERCLASS  – 30 DAYS	30 Days Webinar on Artificial Intelligence		23.11.2022 to 22.12.2022		PANTECH Solutions
WEBINAR	Industry 4.0 in the Indian Context		03.12.2022		NDLI Club
WEBINAR	Machine Learning Beyond Algorithms		26.11.2022		NDLI Club
WEBINAR	Webinar on Online Resources for TeachingLearning and Scientific Writing		22.11.2022		NDLI Club
FDP – ONE WEEK	ISTTP on Research Trends in EV technology and Microgrid		05.11.2022 to 09.11.2022		National Institute of Technology Jamshedpur
FDP – TWO WEEKS	Two weeks FDP on Multidisciplinary Research		01.11.2022 to 11.11.2022		PACE Institute of Technology & Sciences
WEBINAR	Webinar on How to publish a book with ISBN		27.10.2022		Iterative International Publishers
WEBINAR	Webinar on Role of ARM Processor in Design of Smart Systems		20.10.2022		NDLI Club
WEBINAR	Webinar on E-Resources: A gateway to research		11.10.2022		NDLI Club
GUEST LECTURE	Guest lecture on Investigation on Nano platform for cancer diagnosis		30.09.2022		IETE, Saveetha Engineering College

 

SN	Title of the Programme	Organized by	Duration
Short-term Course
1.	Digital Image Processing of Remote Sensing Data (NPTEL)	Indian Institute of Technology, Roorkee	01.07.17 - 31.08.17
2.	Probability and Statistics for Machine Learning	Indian Institute of Science, Bengaluru	28.11.16 - 02.12.16
FDP
	Functional Grammar for Enhancing Teaching and Communicative Competency	Velammal College of Engineering and Technology, Madurai	29.12.18
	Robotics, Machine Learning and Video Analytics	Velammal College of Engineering and Technology, Madurai	28.03.16
	Strategies for writing Research papers Thesis/Project Proposals	Velammal College of Engineering and Technology, Madurai	9.3.2016
	Discrete Time Systems and Signal Processing	K.L.N. College of Engineering, Pottapaayam	07.12.15 - 14.12.15
	Research Methodologies	Velammal College of Engineering and Technology, Madurai	12.03.13 - 14.03.13
	Team Building and Leadership Skills	Velammal College of Engineering and Technology, Madurai	04.02.12
	Research Issues in Microwave and Optical Networks	K.L.N. College of Information Technology, Pottapaayam	09.06.11 - 10.06.11
	Pattern Recognition, Image Analysis and Applications	Velammal College of Engineering and Technology, Madurai	09.05.11 - 13.05.11
Seminar
	Systematic Research and Paper Writing	Kongu Engineering College, Erode	29.08.15
	Video Analytics	Mepco Schlenk Engineering College, Sivakasi	18.09.15 - 19.09.15
	Recent Trends in Communication Technologies	Velammal College of Engineering and Technology, Madurai	26.09.14
	Recent Trends in Communication Technologies	Velammal College of Engineering and Technology, Madurai	27.08.11
	Mobile Networking and Computing	Mepco Schlenk Engineering College, Sivakasi	29.01.10 - 30.01.10
Workshop
	Internet of Things	Velammal College of Engg and Tech	15.07.17
	Hands on Training in OPENCV and MATLAB on Image and Video	K.L.N. College of Engineering, Pottapaayam	19.03.16
	Video Analytics	National Institute of Technology, Tiruchirappalli	27.11.15 - 28.11.15
	Video Analytics	MIT Campus of Anna University, Chennai	10.10.14 - 11.10.14
	Emerging Trends in Computer Vision and Image Understanding	P.S.R.Rengasamy College of Engineering for Women, Sivakasi	21.09.13
	Digital Image Processing and its Applications using MATLAB	Einstein College of Engineering, Tirunelveli	12.02.13 - 13.02.13
	Wireless Network Simulation Using NS2	Velammal College of Engineering and Technology, Madurai	17.02.12 - 18.02.12
	VLSI Design	Kamaraj College of Engineering and Technology, Virudhunagar	07.09.07 - 08.09.07
	Mastering the MATLAB	Kamaraj College of Engineering and Technology, Virudhunagar	15.07.06 - 16.07.06

Sl. No.	Name of Award / Recognition	Awarding Agency	Year
	Best Paper Award	Velammal College of Engineering and Technology	2017
	Elite grade	NPTEL Online Certification	2017
	Best Paper Award	Velammal College of Engineering and Technology	2014
	Gold medal for Fencing	Anna University Tirunelveli Intercollegiate Tournament	2010
	Bronze medal for Yoga	Tamilnadu yogasana association	2007
	Yuvakala Bharathi Award	Bharathi Yuva Kendra Madurai	2008

• Member in Institution of Electronics and Telecommunication Engineers - IETE
• Computer Science Teachers Association - CSTA
• International Association of Engineers - IAENG

Metrics	Scopus	Google Scholar
Citations	47	93
H-index	4	6