Dr. A. MUTHUMARI

1. Audio and Speech signal processing
2. Image processing
3.  Big data
4.  Soft Computing

1. Institute of Scholars (InSc) Award for “Research Excellence 2020”

1. Deputy Warden (Boys Hostel) from February 2020 to till date.
2. Head of the Department from 26/12/2019 to till date.
3. Appointed as member of Inspection committee constituted by the Registrar, Anna University for granting of provisional affiliation to various Engineering colleges by Anna University.
4. Squad member – Anna university Chennai Exams – 2011 to till date.
5. Member – Technical Committee – Any purchase relevant to University College of Engineering, Ramanathapuram from 26/12/2019 to till date.
6. Acted as Convener for temporary non-teaching recruitment in University College of Engineering, Ramanathapuram
7. AUR- Anna university of Technology, Tirunelveli Exams – 2010 to 2012
8. AUR -Anna university Chennai Exams – 2012 to till date.
9. Question paper and Answer key setter- Anna university of Technology, Tirunelveli Exams from December 2010 to April 2012.

1. Acted as a Deputy Warden in Adhiyamaan College of Engineering, Hosur from July 2007 to August 2010.
2. Acted as Unit Test coordinator for Department of Information Technology, Adhiyamaan College of Engineering, Hosur from January 2008 to August 2010.
3. Acted as BOS member for Department of Information Technology, Adhiyamaan College of Engineering, Hosur from July 2009 to August 2010.
4. Committee member- Graduation day for three Constituent Colleges of Anna University Chennai held on 2014 & 2015.
5. Committee member-College Annual Day from 2011 to till date.
6. Project Co-Ordinator – Part time PG students (Batch : 2010,2011 & 2012, Phase I & Phase II).
7. Faculty in-charge (Student Affairs) – 2010 batch-UCEN.
8. Faculty in-charge (Student Affairs) – 2018 batch-UCER.
9. Acted as Internal Test coordinator for Department of Computer Science and Engineering, University College of Engineering Nagercoil.
10.Acted as Lab in-charge Department of Computer Science Engineering, UCEN &UCER.
11.Member for various Enquiry Committees constituted by the DEAN of our Campus.
12.Convener and Member for various Technical Committees constituted by the DEAN of our Campus.
13.Acted as Department Placement Incharge from January 2016 to December 2019.
14.Convener for Anti-Ragging Committee constituted by the DEAN of our Campus from July 2019 to till date.
15.Acted as Industrial Visit Care-taker for Department of Computer Science Engineering student in UCEN & UCER.

1. Project Guide for District Level project at Ramanthapuram District level under Hon’ble Chief Minister’s Award for Excellence in e-governance for students the year 2015-16.
2. Co-ordinator – “KANYAWIZARD” a National Level Project Presentation, Web Designing contest for College students all over Tamilnadu in collaboration with Kanyakumari District Administration and Wikipedia – January 2013 to March 2013.

1. Acted as Jury for Project expo in James College of Engineering and technology, Nagercoil on 2013.

2. Acted as Observer of NEET, NET & JEE examination from 2015 to 2018

3. Question paper setter for University and Autonomous Colleges

4. Acting as Editorial and Reviewer board member of different international Journals

5. Acted as Programme Committee Member of different international Conferences

6. Acted as inspection member of NIELIT NSQF Accreditation in NIELIT, Chennai

1. Life Member of Indian Society of Technical Education (MISTE)
2. Life Member of International Association of Engineers (MIAENG)
3. International Association of Computer Science and Information Technology (IACSIT)
4. Life Member of Scientific and Technical Research Association (STRA)
5. Life Member of Institute of Scholars (InSc)

A. Conducted/ Organised for Conference/Seminar/Workshop
1. Acted as Co-Ordinator for a National level Technical Symposiums “i-Vision 2K9”,9th & 10th September 2009, at Adhiyamaan College of Engineering, Hosur.
2. Acted as Co-Ordinator for Workshop on “Strategies of Software Engineering and Testing”, 13th&14th February 2009, at Adhiyamaan College of Engineering, Hosur.
3. Acted as Co-Ordinator for a National level Technical Symposiums “i-Vision 2K9”, 9th & 10th September 2009, at Adhiyamaan College of Engineering, Hosur.
4. Acted as Co-Ordinator for Workshop on “Strategies of Software Engineering and Testing”, 13th&14th February 2009, at Adhiyamaan College of Engineering, Hosur.
5. Acted as Organizing Secretary- A National level Technical Symposiums “ASTRA 2K12”, 11th Oct.2012, University College of Engineering, Nagercoil.
6. Acted as Organizing Secretary- Workshop on “Soft Computing and its Applications in Image processing”, 10th Oct. 2012, at University College of Engineering, Nagercoil.
7. Acted as Co-Ordinator for one-day National Level Technical Symposium INFOTICA -2K13on on 03/10/2013 at University College of Engineering, Nagercoil.
8. Acted as Co-Ordinator for Workshop on “Grid and Cloud Computing” on 26.09.2016 & 27.09.2016 in University College of Engineering, Ramanathapuram.
9. Acted as Co-Ordinator for e-Quiz on “Python Programming” on 15.06.2020 & 16.06.2020 in University College of Engineering, Ramanathapuram.
10.Acted as Co-Ordinator for One Week online Short-Term Course on “Python Programming for Beginners” at University College of Engineering, Ramanathapuram from 29-06-2020 to 04-07-2020.
11.Acted as Co-Ordinator for FDP on “Speech, Audio and Image Processing using Deep Learning Techniques: Research Issues, Innovation and Applications”, at University College of Engineering, Ramanathapuram sponsored by Electronics & ICT Academy during 7th – 17th June, 2021.
12.Acted as Co-Ordinator for FDP on “Speech, Audio and Image Processing using Deep Learning Techniques: Research Issues, Innovation and Applications”, at University College of Engineering, Ramanathapuram sponsored AICTE-ATAL during 18th – 22nd October 2021.

B. Guest lectures delivered:
1. Invited Talk at Online National webinar on “ICT Tools for effective teaching & learning” in Anna University Regional Campus, Tirunelveli, India, July 29th, 2020.
2. Invited Talk at Live Technical Webinar on “Machine Learning Techniques using Python” in Krishnasamy College of Engineering & Technology, Cuddalore, India, Sep. 25th, 2021.
3. Invited Talk at AICTE-ATAL sponsored FDP on on “Speech, Audio and Image Processing using Deep Learning Techniques: Research Issues, Innovation and Applications”, at University College of Engineering, Ramanathapuram during 18-22, Oct.2021.

C. Chairperson for conferences / Seminar / Technical symposia:
1. Chaired a session in the National conference on Emerging Innovations in Information and Communication Technology KGiSL Institute of Technology, Coimbatore on 10th April 2021.
2. Chaired a session in the 3rd International conference on New Scientific Creation in Engineering and Technology organized by Nadar Saraswathi College of Engineering and Technology, Theni on 19th March 2021.
3. Chaired a session in the International Conference on Emerging Current Trends in Computing and Expert Technology organized by Panimalar Engineering College, Chennai March 2018.

D. Reviewer/ Editorship/ Conference Programme Committee Member:
1. Reviewer for
i. Elsevier – Signal Processing
ii. IET – Signal Processing
iii.KSII – Transactions on Internet and Information Systems
iv. JERR-Journal of Engineering Research and Reports
v. Interscience – International Journal of Autonomic Computing (IJAC) – 2018
vi. Interscience – International Journal of Intelligent Systems Design and Computing (IJISDC) – 2018
vii.International Conference on Emerging Current Trends in Computing and Expert Technology (COMET) – 2018, 2019 & 2020 in Panimalar Engineering College, Chennai, India
viii.International Conference on Computer Vision, High Performance Computing, Smart Devices and Networks (CHSN – 2020), JNTUK, Andhra Pradesh.
ix. Springer-Arabian Journal for Science and Engineering (AJSE)
x. Springer-Circuits, Systems, and Signal Processing
xi. Computer Modeling in Engineering & Sciences

2. Editorial board member for
i. Research India Publication – International Journal of Wireless Communication and Simulation, Since 2018.

3. Program Committee Member for
i. International Conference on Machine Learning, Image Processing, Network Security and Data Science MIND-2020 & MIND-2021, NIT, Silchar, India.
ii.2nd International Conference on Smart IoT Systems: Innovations in Computing (SSIC 2019), India.
iii.International Conference on Emerging Current Trends in Computing and Expert Technology (COMET) – 2018, 2019&2020 in Panimalar Engineering College, Chennai, India.

NIL

1. Number of ME Projects Completed: 15
2. Number of BE Project Completed: 45

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a. Seminar attended:
1. CIIL-LDC-IL Sponsored National Level Seminar on “Research Perspectives on Speech and Language Processing for Human-Computer Interaction” in National Engineering College, Kovilpatti from 02-01-2014 to 05-01-2014. (4 days)
2. Technical Seminar on “Speech and Audio Signal Processing” in Mepco Schlenk Engineering College, Sivakasi on 14-09-2012 & 15-09-2012. (2 days)
3. AICTE Sponsored Seminar on “Wireless Multimedia Technologies” in Kongu Engineering College on 3-12-2008 & 4-12-2008. (2 days)
4. DIT Sponsored Seminar on “Artificial Neural Networks” in Kongu Engineering College on 19-09-2008 & 20-09-2008. (2 days)

b. Workshop Attended:
1. DST Sponsored 3 days workshop on “Data Science Research” at NIT, Trichy on 03-11-2016 to 05-11-2016. (3 days)
2. DST Sponsored 3 days workshop on “Data Analytics with R” at Annamalai University, Chidambaram on 20-10-2016 to 22-10-2016. (3 days)
3. Three days workshop on “Real Time Signal Acquisition & Processing Using Open Source Software SCILAB” at NIT TRICHY on 15-12-2014 to 17-12- 2014. (3 days)
4. MHRD-ISTE Sponsored Two weeks workshop (Through ICT) on “Computer Programming” in St. Xavier’s Catholic College of Engineering, Nagercoil from 20-05-2014 to 21-06-2014. (6 days)
5. Workshop on “Quality Improvement cell” in Govt. College of Engineering, Tirunelveli on 7-02-2014. (one day)
6. Workshop on “Recent Trends in Text and Speech Processing” in SSN College of Engineering on 13-08-2009 &14-08-2009. (2 days)
7. Workshop on “Strategies of Software Engineering and Testing” in Adhiyamaan College of Engineering on 13-02-2009 & 14-02-2009. (2 days)
8. Workshop on “Data mining and its Applications” in Annamalai University on 21st& 22nd March 2008. (2 days)
9. Workshop on “Middleware Technologies” in Adhiyamaan College of Engineering on 28th &29th February 2008. (2 days)
10.Workshop on “Strategies of Software Engineering and Testing” in Adhiyamaan College of Engineering on 1st &2nd February 2008. (2 days))
11.Workshop on “Web Technology” in PSR Engineering College on 6th&7th April 2007. (2 days)
12.Workshop on “Research in Speech and Image Processing” in Annamalai University on 10th&11th March 2007. (2 days)

c. FDP/SDP/STTP Attended:
1. Two weeks online STC on “Image Processing using MATLAB” in NITTTR, Chandigarh from 13-09-2021 to 24-09-2021. (10 days)
2. Two-Week Short-Term Training Programme on “Data Science with R programming” in NITTTR, Kolkata from 10-08-2020 to 21-08-2020. ( 10 days)
3. Three Days FDP on “How to Handle Online Classes in an Effective Way” from 04th,5th & 6th August 2020 at Knowledge Institute of Technology, Salem. (3days)
4. One Week TEQIP-III Sponsored FDP on “Teaching-Learning process for Beginners during COVID-19 Pandemic” from 14-07-2020 to 19-07-2020 at Visvesvaraya National Institute of Technology, Nagpur. (6 days)
5. Five Days FDP on “Research Trends in Image Processing” from 15-06- 2020 to 19-06-2020 at Gate Institute of Technology, Andhra Pradesh. (5 days)
6. One Week AICTE ATAL Academy Sponsored FDP online FDP on “Data Science” from 25-05-2020 to 29-05-2020 at National Institute of Technical Teacher Training and Research, Chandigarh. (5 days)
7. One Week FDP on “Research Gear’s using Linux, LaTeX, R, Python and Biopython Programming” in Loyola College of Arts & Science, Mettala in association with Spoken Tutorial Project, IIT Bombay, MHRD, Govt. of India from 11-05-2020 to 16-05-2020. (6 days)
8. One day FDP on “Challenges in Building Collaborations in Research and Innovation” conducted by Dr. M.G.R. Educational and Research Institute, Chennai on 09.05.2020. (One day)
9. Two Weeks MHRD-PMMMNMTT Sponsored FDP “Managing Online Classes and Co-Creating MOOCs” in TLC, Ramanujan College, Delhi from 20.04.2020 to 06.05.2020. (17 days)
10.One Week AICTE Sponsored STTP on “Role of Big Data Disaster Management” in Adhiyamaan College of Engineering, Hosur from 09.03.2020 to 14.03.2020. (6 days)
11.Two-Week AICTE-QIP Sponsored STC on “Effective Implementation of Outcome Based Education” in Thiagarajar College of Engineering, Madurai from 25.02.2019 to 10.03.2019. (15 days)
12.One Week Anna University Sponsored FDP on “GE8151 – Problem Solved and Python Programming” in National Engineering College, Kovilpatti from 04-06-2018 to 11-06-2018. (7 days)
13.Two-Week AICTE Sponsored FDP on “Deep Learning and its Application in Machine Vision and Robotics” in Nandha Engineering College, Perundurai from 13-11-2017 to 26-11-2017. (14 days)
14.Two-Week AICTE approved FDP on “Pedagogy for Online and Blended Teaching-Learning Process” Conducted by IIT Bombay from 14 September to 12 October 2017. (36 days)
15.Two-Week AICTE approved FDP on “Foundation Program in ICT for Education” Conducted by IIT Bombay from 03 August to 07 September 2017.(29 days)
16.One Week Anna University Sponsored FDP on “Cryptography and Network Security/Network Security” in University College of Engineering, Nagercoil from 27-05-2013 to 02-06-2013. (7 days)
17.One Week AICTE Sponsored SDP on “Recent Trends in Machine Learning and Pattern Recognition” in SSN College of Engineering, Chennai from 02- 07-2012 to 07-07-2012. (6 days)
18.FDP on “Introduction to Research Methodology in Computer Science and Engineering” in Anna University Chennai on 24th&25th September 2011.(2 days)
19.FDP on “Mobile Computing” in Anna University Chennai from 14-12- 2009 to 20-12-2009. (7 days)
20.One Week AICTE-ISTE Sponsored STTP on “VLSI Design and its Applications” in Adhiyamaan College of Engineering, Hosur from 16-06- 2008 to 20-06-2008. (5 days)
21.Two-Week AICTE Sponsored SDP on “Web Engineering and E-Biz Solutions J2EE vs. .NET” in Mepco Schlenk Engineering College from 26- 11- 2007 to 8-12- 2007. (14 days)

d. Training program Attended:
1. Three Weeks Industrial Training on “Communication and Networking Technologies” from 26-05-2020 to 13-06-2020 at BSNL Ramanathapuram. (19 days)
2. Train the Trainer on “Storage Technology Foundations” in EMC2 on 6th June 2008. (1 day)

e. Webinar Attended:
1. Attended webinar on “Research & Funding – The basics and Approach to be Successful” conducted by Dr. M.G.R. Educational and Research Institute, Chennai on 20.06.2020
2. Attended webinar on “NAAC Accreditation: A New Framework” conducted by Mamasaheb Mohol College, Pune on 19.06.2020
3. Attended webinar on “Internet of Things using Raspberry Pi conducted by Institute of Engineering and Technology on 19.06.2020
4. Attended webinar on “Development of Low-Cost Solar Air Collectors” conducted by Francis Xavier Engineering College, Tirunelveli on 22.06.2020
5. Attended webinar on “Secrets to Get Quickly Published as a Scientific Authors & Hasten Your PhD Writing” conducted by Aristocrat IT Solutions Pvt Ltd., Chennai on 10.05.2020.
6. Attended webinar on “Polynomial Regression using Python” conducted by Codegnan IT Solution OPC PVT. LTD., on 07.05.2020.
7. Attended webinar on “Supervision and monitoring of teaching Processes of TVET Teachers” conducted by Colombo Plan Staff College on 07.05.2020
8. Attended webinar on “Redefining Learning Spaces- Change Agent in Educational Ecosystem” conducted by Colombo Plan Staff College on 06.05.2020.
9. Attended webinar on “Building a Mobile App for Machine Learning Model” conducted by Codegnan IT Solution OPC PVT. LTD., on 05.05.2020.
10.Attended webinar on “Revised Taxonomy of Learning Domains and its Implication in TVET” conducted by Colombo Plan Staff College on 05.05.2020.
11.Attended webinar on “Digital Innovation in TVET Sector to Enhance NVQS” conducted by Colombo Plan Staff College on 04.05.2020.
12.Attended webinar on “University Industry Linkage- Different Mechanism” conducted by Audisankara Group of Institution, Bangalore on 02.05.2020.
13.Attended webinar on “Coronavirus Pandemic: Challenges, Opportunities and Read Ahead” conducted by P.G.D.A.V. College, Delhi on 01.05.2020.
14.Attended webinar on “Test Items Development techniques for TVET Teachers” conducted by Colombo Plan Staff College on 29.04.2020.

a. Patent Publications: 03
1. Patent “Effective management Analysis of Signal coverage and Novel Design of triangular patch antenna for quasi elliptic band pass response” have been published as an Inventor in the Indian Patent Office (IPO). Ref. No. 202041020290, May 2020.
2. Patent “IOT Based Integrated Device and System for Health Analysis” have been published as an Inventor in the Indian Patent Office (IPO). Ref. No. 201931039857, Nov. 2019.

3. Patent “Smart School Bag For Assisting and Protecting The School Students By Tracking The Geographical Location” have been Granted as an Applicant in the Australian Patent. Patent Number: 2020102178, September 2020.

b. Books:Nil

c. International Journals: 13
1. J. Banumathi, A. Muthumari, S. Dhanasekaran, S. Rajasekaran, Irina V. Pustokhina, Denis A. Pustokhin, K. Shankar, “An Intelligent Deep Learning Based Xception Model for Hyperspectral Image Analysis and Classification”, CMC-Computers, Materials & Continua, Vol.67, No.2, pp.2393-2407, 2021. (Impact Factor: 4.89)
2. A. Muthumari, J. Banumathi, S. Rajasekaran, P. Vijayakarthik, K. Shankar, Irina V. Pustokhina, Denis A. Pustokhin, “High Security for De-Duplicated Big Data Using Optimal SIMON Cipher”, CMC-Computers, Materials & Continua, Vol.67, No.2, pp.1863-1879, 2021. (Impact Factor: 4.89)
3. Dr.A.Muthumari, P.L.Sanu, D.Banu Priya, S.Mohan Raj, “Face Recognition Automated Attendance Management System using Machine Learning Algorithm” is published in International Journal of Research and Analytical Reviews, volume 7, issue 2, pp. 213-217, 2020.
4. A.Muthumari, Dr.K.Mala, “Feature Selection Based on Modified Bacterial Foraging Optimization Algorithm for Audio Signal Classification under Consideration of Gaussian White Noise” is published in IET Signal Processing, volume 12, issue 6, pp. 777-785, 2018. [IF – 1.754].
5. A.Muthumari “Homomorphic Protocol for Medical Images using Data Packing” is published in Advances in Engineering Research (AER), Atlantis Press, volume 142, pp. 122-125, 2018.
6. A.Muthumari “Classification Analysis for Musical Instrument Signal” is published in Advances in Engineering Research (AER), Atlantis Press, volume 142, pp. 7-12, 2018.
7. A.Muthumari, Dr.K.Mala, “An Efficient Approach for Segmentation, Feature Extraction and Classification of Audio Signals” is published in Circuits and Systems, 7, pp. 255-279, 2016. [IF – 1.07].
8. A.Muthumari, Dr.K.Mala, “Computerized Methods for Audio Segmentation and Classification: Survey”, is published in International Journal of Applied Engineering Research, volume 10, number 10 (2015) pp. 26857-26870, 2015.
9. A.Muthumari “Reaction Diffusion Based Level Set Evaluation for Robust Image Segmentation”, is published in International Journal of Engineering Research and Applications (IJERA), 2014.
10.E.Mary Jasmine, A.Muthumari “Remote Sensed Image Classification based on spatial and Spectral Features using SVM” is published in International Journal of Engineering Research and Applications (IJERA), volume 3, pp.9-14, 2014.
11.J.Angel Sajani, A.Muthumari “A Generic Approach to detect the forgeries in color image using ELM method”, is published in International Journal of Engineering Research and Applications (IJERA), volume 3, pp.53-60, 2014.
12.V.M.Jemin, A.Muthumari “Steganography in MPEG video file using QSM and FMO” is published in International Journal of Engineering Technology and Computer Applications volume.3, no. 2, 2013.
13.K.Kamalam, A.Muthumari ‘Enriched Encephalon Tumor Segmentation using Tessellation Automata with High Performed Level set using Radiosurgery Applications” is Published in International Journal of Science and Research, volume 2, issue 4, 2013.

d.National Journals: Nil

a. International Conferences: 11
1. A.Muthumari “ Face Recognition Automated Attendance Management System using Machine Learning Algorithm” in International Conference for 3rd International Conference on Emerging Current Trends in Computing and Expert Technology on March 2020 organized by the Panimalar Engineering College, Chennai.
2. A.Muthumari “Speech End Point Detection using Acoustic Features” in International Conference on Innovation in Signal Processing and Communication on March 2018 organized by ARM College of Engineering and Technology, Chennai.
3. A.Muthumari “Classification Analysis for Musical Instrument Signal” in International Conference for Phoenixes on Emerging Trends in Engineering and Management on February 2018 organized by the Panimalar Engineering College, Chennai.
4. A.Muthumari “Homomorphic Protocol for Medical Images using Data Packing” in International Conference for Phoenixes on Emerging Trends in Engineering and Management on February 2018 organized by the Panimalar Engineering College, Chennai.
5. A.Muthumari “A Generic Approach to detect the forgeries in color image using ELM method” in the Humming Bird – International Conference on March 2014 organized by the Computer Society of India, Cape Institute of Technology, Nagercoil.
6. A.Muthumari “Remote Sensed Image Classification based on spatial and Spectral Features using SVM” in the Humming Bird – International Conference on March 2014 organized by the Computer Society of India, Cape Institute of Technology, Nagercoil.
7. A.Muthumari “Reaction Diffusion Based Level Set Evaluation for Robust Image Segmentation”, in the Humming Bird – International Conference on March 2014 organized by the Computer Society of India, Cape Institute of Technology, Nagercoil.
8. A.Muthumari “Computerized methods for Audio Segmentation and Classification” in International Conference on Research vogues in Inventive Engineering on Feb. 2014 at Satyam College of Engineering and Technology, Nagercoil.
9. S.Johnson, A.Muthumari “Detecting Digital Image Forgery area using Motion Blur Estimation” in the International Conference on Emerging trends in Information and Communication Engineering (ICEICE’13) on April 2013 organized by the Computer Society of India, Cape Institute of Technology, Nagercoil.
10.A.Muthumari “A new Approach for data hiding in video using Slice wise Quantization Modulation” in the International Conference on Emerging trends in Information and Communication Engineering (ICEICE’13) on April 2013 organized by the Computer Society of India, Cape Institute of Technology, Nagercoil.
11.E.Anu, A.Muthumari “Iterative Approach to Restoration of Optical Imagery Based on Anscombe Root Transformation” in the International Conference on Informatics, Computics & Networktics (ICICN) on March 2012 in Vins Christian College of Engineering, Nagercoil.

b. National Conferences: 02
1. E.V.Manju, A.Muthumari “ Edge and resolution enhancement in medical image based on DWT using intensity and texture gradient” in the “National Conference on Role of Cloud Computing Environment in Green Communication ” on Feb. 2012 in Sun College of Engineering and Technology, Nagercoil.
2. A.Muthumari “Audio Classification and Segmentation by using Classification Methods” in the “National Conference on Innovation in Computing Techniques” on March 2010 in Mahendra Engineering College, Namakkal.