Dr. Shreekumar T

Dr. Shreekumar T

Position: Professor
Phone: #
Email: shreekumar@mite.ac.in

Educational Qualification

BE – Computer Science and Engineering

M.Tech – Software Engineering

PhD – Computer Science and Engineering (Image Processing)

Total Experience

24 Years in teaching in Engineering Colleges

 

PhD Guidance

 

  • Recognized Research Supervisor under V.T.U , Manipal Academy of Higher Education
  • Guiding 5 PhD Students

 

Areas of Interest

Artificial Intelligence  and   Machine Learning

IoT and Block Chain Technology

Cyber Security

Bio-Informatics

Data Science

Image Processing

PROFESSIONAL BODY MEMBERSHIPS

  • MISTE Membership number: LM117731
  • Associate Member for Universal Association of Computer and Electronics Engineers (UACEE): Membership No: AM100455
  • ORCID –0000-0002-5632-9767
  • Google Scholar id-bhj0clIAAAAJ
  • Researcher id-57209476910

 

SUBJECTS HANDLED

Artificial Intelligence

Pattern Recognition

Automata Theory

Computer Organization

Image Processing

Big Data

Cloud computing

Workshops / FDPs / SDPs / STTPs Attended/Conducted

25

ACCOMPLISHMENTS

  1. Conference Chair for the Springer International Conference on Intelligent Computing
    in Health Care and Agriculture (ICAIH-2025), held at St. Aloysius College of
    Management and IT (AIMIT), Mangalore, Karnataka, held on March 20–21, 2025
  2.  Delivered a Keynote Speech on the topic “Machine Intelligence in Indian Knowledge
    System” at the Springer International Conference on Intelligent Computing in Health
    Care and Agriculture (ICAIH-2025), held at St. Aloysius College of Management and
    IT (AIMIT), Mangalore, Karnataka, on March 20–21, 2025
  3.  Invited Speaker on the topic” Quantum Computing for Machine Learning
    Applications” for the Sixth Springer International Conference on Soft Computing
    and its Engineering Applications held on December 10-12, 2024 , Bangkok, Thailand
    organized by Charusat University.
  4. Session Chair for Sixth Springer International Conference on Soft Computing and its
    Engineering Applications on December 10-12, 2024 , Bangkok, Thailand organized
    by Charusat University.
  5. Session Chair for 4th Springer International Conference on  Cognitive  Intelligent
    Computing (ICCIC-2024)29-30 November 2024 at Vasavi College of Engineerig
    ,Mehadipattanam, Hyderabad. India
  6. Session Chair for an IEEE International conference “Advances in Information
    Technology (ICAT-24) , held during 25 th to 27 th /July/2024 at AIT, Chikkamagalore,
    Karnataka, India.
  7. Delivered a Keynote Speech on” , IoT in Healthcare” in an International Conference
    on Futuristic Trends in Science, Engineering and Management (ICFTSEM-2024) on
    23/02/2024,Organized by St.Xavior College of Management & Technology, Patna,
    Bihar on 23/02/2024 to 24/02/24.
  8. Delivered a Keynote Speech on “Human Health with AI” , in the International
    Conference on Advanced IT, Engineering and Management (SACAIM) on
    10/01/2024,Organized by St. Aloysius college of Management (AIMIT) ,Mangalore,
    Karnataka
  9. Convener for a Springer International Conference on” Intelligent Systems in
    Computing and Communication(ISCComm-2023)” at Mangalore Institute of
    Technology & Engineering (MITE) , on 08/12/2023 and 09/12/2023

BOOK/ PATENTS/CONFERENCE / JOURNAL PUBLICATIONS

 Book Published

  1. Digital Image Processing, Scientific International Publisher
  2. Image Processing using Python, Scientific International Publishing House
  3. Cyber Security Essentials , Alpha International Publishing House
  4.  Editor for the Proceedings of Springer International Conference, First International
    Conference on Intelligent Systems in Computing and Communication under CCIS Series.

Patents Granted/Published

  1. “Intelligent Traffic Light  Control Apparatus using Image  Processing Features”, Application No:369789-001,IPR-India(Granted)
  2. A System and a method for   Gender and Emotion  by Hierarchical Modeling, Application No:2022/11445 –Granted
  3. “A smart and efficient hospital management system over the cloud for data analysis     and security in case of pandemics COVID19”,IPR-India (Application No:202141015816 –Published
  4. Artificial Intelligence Based Autonomous Evaluation of Computer Network Security ,IPR-India, Application No : 202041025003-Published
  5. A Quantum – Enabled Water Purification System (Published)

Funded Projects

  1. Funding of INR 2.74 Lakhs for the start up project ‘Quad copter for agriculture’ by NAIN, K-Tech, Govt of Karnataka, 2020 (Completed)
  2. Funding of INR 2.55 Lakhs for the start up project” Godsend: A helping hand at times you need “ by NAIN, K-Tech, Govt of Karnataka, 2023(Completed)

Awards

1.     Best Paper award for the paper “Penetration Testing Framework for Energy Efficient Clustering Techniques in Wireless Sensor Networks”, Proc. Springer-Communications in Computer and Information Science (CCIS) Series, 5th International Conference on Emerging Technologies in Computer Engineering: Cognitive Computing and Intelligent IoT (ICETCE-2022),Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT), Jaipur, February 4 – 5, 2022.(Scopus Indexed-Springer)
2.     Best Paper Award for the paper, “Recognizing the Faces from Variety of Poses and Illuminations”, Proc. Springer-Smart Innovation, Systems and Technologies (SIST) Series, 5th International Conference on Smart Computing and Informatics (SCI-2021), Vasavi College of Engineering, Hyderabad, September 17 – 18, 2021. (Scopus Indexed-Springer)

3.     Best Paper Award for the paper , “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World,   24-12-2015, Colombo, Sri Lanka

4.     Best Paper award for the paper , “Nadi pariksha an Ayurvedic technique to
diagnose the diseases using IoT and Machine Learning”, presented at the IEEE
International Conference held at AIT, Chikkamagaluru, Karnataka from 25 th to
27 th /July/2024.(Scopus-IEEE)

 Paper Presented Outside India

  1. “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World, 24-12-2015, Colombo, Sri Lanka
  2. “‘Video Face Recognition using PSO and SVM” is presented at the 3rd International Conference on Computer Science and Computational Mathematics (ICCSCM-2014) 8th -9th May 2014 , Langkawi, Malaysia organized by Science and Knowledge Society

 

MAJOR EVENTS ORGANIZED

  1. Convener for three days workshop on “Applications of Internet of Things ” from 15/2/2024 to 17/2/2024
  2. Organized a Springer  International Conference on Intelligent Systems in Computing and Communication (ISCComm-2023) as a convener and successfully complete the event on 8/12/2023 and 8/12/2023.
  3. Organized three days workshop on “The Use of Open sources in recent technologies” from 27/4/2023 to 29/4/2023
  4. Organized a five days Workshop on “Robotic Process Automation Design and Development” ,27th September 2021 to 1st October 2021 in collaboration with UI-Path.

Book Chapters Published

  1. “Recognizing the Faces from Surveillance Video”, Smart Innovation, Systems and Technologies, ISSN: 2190-3018,Vol -1,Chapter 8, Springer- 2021(Scopus)
  2. Shreekumar, Joseph Michel Gerald, Deep learning Network for Face identification across Illumination and Blur, Smart Innovation System and Technologies, Springer, ISSN: 2190-3026 , Page no: 173-183,(Scopus),2022
  3. Shreekumar, N.V.Sunitha,Suhasini, K.Suma, K.Karunakara, “Blur and Noise Removal from the degraded Face Images for Identifying the faces using Deep Learning Network”, Lecturer Note in Electrical Engineering, ISSN:1876-111945,Page:325-342,Springer, (Scopus),2022
  4. Shreekumar, N.V.Sunitha, K.Suma, Sukhwinder Sharma, Puneet Mittal, Recognizing the Faces from variety of poses and Illumination”, Smart Intelligent Computing and Application, ISSN 2190-3018,Springer(Scopus),2022
  5. Shreekumar, Sharma, S., Mittal, P., Goel, R.K., T., Krishan, R. “Penetration Testing Framework for Energy Efficient Clustering Techniques in Wireless Sensor Networks”, Communications in Computer and Information Science, ISSN: 0978–3031 , vol 1591, https://doi.org/ 10.1007/978-3-031-07012-9_53 (Scopus)
  6. Shreekumar, Sharma, S., Mittal, P., Goel, R.K., T., Krishan, R.” Energy Key Challenges in Wireless Sensor Network”, Emerging trends in Wireless Communication, Chapter 6, ISBN:978-1-922617-22-4,2022
  7. Shreekumar, T., Karunakara, K., Manjunath, H., Ravinarayana, B., Swami, D.R.A. (2021). Recognizing the Faces from Surveillance Video. Smart Innovation, Systems and Technologies, vol 225. Springer, Singapore. https://doi.org/10.1007/978-981-16-0878-0_8(Scopus)

Article Publications

  1. T.Shreekumar, K.Karunakara, “Hybrid Dense Matching Feature for Cloud Based Face Recognition”, Vol-12,No: 2-4, pp: 399-422 , Published Online: May 5,2023 , Inderscience Publisher ,https://doi.org/10.1504/IJCC.2023.130910 , Scopus
  2. Dense feature based face recognition from surveillance video using convolutional neural network”, Turkish Journal of Computer and Mathematics Education, Vol.12 No. 5 , 1436-1449, 2021, Scopus.
  3. Shreekumar T, Mittal P, Sharma S, Kamath RN, Rajesh S, Ganapathy BN. Fake Product Detection Using Blockchain Technology. JOURNAL OF ALGEBRAIC STATISTICS. 2022 Jul 2;13(3):2815-21.(Web of Science)
  4. An Approach to Download Data from the Cloud Efficiently Through Multiple Parallel Links by Applying Divide and Conquer Technique”, Solid State Technology, Solid State Technology,Vol-63,No.5,2020, Scopus
  5. ” Active Appearance Model based for Face Recognition from Surveillance Video”, Test Engineering and Management, ISSN:0193-410,VOL-83, PP. 6969-6981, May 2020-Scopus
  6. “ Face Pose and Blur Normalization for Unconstraint Face Recognition from Video/Still Images”, International Journal of Innovative Computing and Applications, Inderscience,ISSN:1751-648X, 2020
  7. “Identifying the Faces from Poor Quality Image / Video” , International Journal of Innovative Technology and Exploring Engineering (IJITEE), ISSN: 2278-3075, Volume-8 Issue-12, October, 2019, pp.1346-1353” Face Pose and illumination Normalization for Unconstraint Face Recognition from Direct Interview Videos “, International Journal Of Recent Technology and Engineering (TM), ISSN: 2277-3878 (Online)Volume-7, Issue-6S4, April 2019, pp.59-68
  8. ”A Video Face Recognition System with Aid of Support Vector Machine and Particle Swarm Optimization (PSO-SVM)” Journal of Advanced Research in Dynamical and Control Systems(JARDCS), 2018, vol-10, 496-507
  9. “Local Binary Pattern and Local Linear Regression for Pose Invariant Face Recognition”, IJSTE – International Journal of Science Technology & Engineering , Volume 2 , Issue 11 , Page No: 906-911, May 2016 ISSN (online): 2349-784X
  10. “A Novel Based Approach For Posture Estimation Using Multi-Class Affine Transformation For Face”, IOSR Journal of Computer Science Engineering volume 18, Issue 4, Ver. I, Jul.-Aug. 2016, PP 43-48
  11. “Instant warning system to detect drivers in fatigue “ , International Journal for Science and Research ( IJSR),Vol 4 , Issue 2 ,Feb 2015 ISSN:2319-7064 , Page No:791-795.
  12. “A Novel Approach for Blurred and noisy face image recognition. Vol 4 , Issue 2 ,Feb 2015, ISSN:2319-7024 , Page No:1036-1046.
  13. “Non –Intrusive Alert for drivers in fatigue “ , International Journal of  Scientific research and engineering studies  ( IJSR),Vol 2 , Issue 4 ,April  2015,  ISSN:2349-8862 , Page No:17-22.
  14. ‘‘A new method for face recognition from video sequence using DCT and LLR’ is published in International Journal of Systems ,Algorithms & Applications, Vol -2 , May 2012 ISSN 2277-2677.
  15. “View In-variant Face Recognition In Video – A Neural Approach” is published online proceedings [ICAEM-International Conference on Applications of Engineering and Management] ,Taj Deccan, Hyderabad on January 20 2012.
  16. “An approach to pose and illumination invariant face recognition in video”, International journal of image processing and application volume 2 , Page no 93-100. July-December 2011.
  17. “video based face recognition : A review”, International Journal of Computer Science and Engineering ,ISSN:0976-626X, Vol 2, June 2011, PP 17-24.

Paper Presented

  1. “Penetration Testing Framework for Energy Efficient Clustering Techniques in Wireless Sensor Networks”, Proc. Springer-Communications in Computer and Information Science (CCIS) Series, 5th International Conference on Emerging Technologies in Computer Engineering: Cognitive Computing and Intelligent IoT (ICETCE-2022),Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT), Jaipur, February 4 – 5, 2022.(Scopus Indexed-Springer)
  2. ” Blur and Noise Removal from the Degraded Face Images for Identifying the Faces using Deep Learning Networks” ,in  Artificial Intelligence and Sustainable Engineering  (AISE-2020) , Springer International Conference, National Institute of Technology Goa, India November 27th – 29th, 2020
  3. ” Recognizing the Faces from Surveillance Video”, SCI-2020, 9th  and 10th  October 2020, Springer International Conference, Vasari College of Engineering, Hyderabad, Telangana, India,
  4. ”Face Recognition based on local linear regression and particle swam optimization: An Evaluation ”, International Conference on Eletrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC-2018) , 28th & 29th January 2018, Priyadarshini college, Vanayambadi, Vellur, Tamil Nadu, IEEE Madras section
  5. “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World, , 24-12-2015, Colombo, Sri Lanka
  6. “‘Video Face Recognition using PSO and SVM” is presented at the 3rd International Conference on Computer Science and Computational Mathematics (ICCSCM-2014) 8th -9th May 2014 , Langkawi, Malaysia organized by Science and Knowledge Society
  7. ”A review on Illumination Invariant Face Recognition”,International Conference on Recent Tends in Technology 2K18 (ICRTT-2K18 ) in an International conference held on 13th May 2018 at Sri Dharmastala Manjunatheswara Institute of Technlogy ,Ujire
  8. “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World, , 24-12-2015, Colombo, Sri Lanka
  9. “Video Face Recognition using PSO and SVM’ is presented at the 3rd International Conference on Computer Science and Computational Mathematics (ICCSCM-2014) 8th -9th May 2014 , Lankawi, Malaysia organized by Science and Knowledge Society
  10. “A Novel Approach for Post-Normalization and identification of a person “ is presented at 1st International Conference on Computer Communications and Networks held on May 8th 2015 at C.I.T, Coorg.
  11. “View Invariant Face Recognition In Video – A Neural Approach is published  at [ICAEM-International Conference on Applications of Engineering and Management] ,Taj Deccan, Hyderabad on January 20 2012.
  12. “A new method for face recognition from video sequence using DCT and LLR is presented and published at the International Conference on advances in Engineering and Technology , ICRAET 2012 with ISBN-978-81-923541-0-2 on April 29th -30th , 2012,Taj deccan, Hyderabad ,India.
  13. “A Neural Network Based Recognition of a Person from Video using Face Biometric’ in the 3rd National Conference on Emerging and Innovative tends in Computer Science , NCEITCS-2014 April 1-2,2014 organized by Vasavi College of Engineering , Ibrahimbagh , Hyderabad-31.
  14. “Video Face Recognition a new Approach” in National Conference on Multimedia and Information security held at NMAM Institute of Technology , Nitte, Karnataka on 25th and 26th FEB 2014.
  15. “Identification of a Person from Real-time video using Gait and Face Sequence” in the National Conference on Innovative & Emerging Trends in Engineering and Management(NCIETEM-2013) held on 22nd & 23rd , at Alva’s Institute of Engineering & Technology, Moodbidri,Karnataka,India.
  16. “Extraction of text from the complex video considering the intensity” In the two days National Conference on Emerging and Innovative trends in Computer Science , NCEITCS-2012 , May 1-2 , 2012 Organized by Vasavi College of Engineering , Ibrahimbagh, Hyderabad-31.
  17. “ Role of Mask in View invariant Face Recognition in Video A neural network Approach” in the national conference on frontiers of computer science and technology FCST12 organized by CS&E of Rajarajeswari College of Engineering ,Bangalore on 14th and 15th February 2012.
  18. “ Video Based Human Identification & Verification Methods from Face Sequence “In “Ncrtcse-2011 – National Conference on recent trends In Computational Science and Engineering on 12th Feb 2011 at KVGCE Sullia..
  19. “Role of Height measurement in Multi-biometric Person identification system In “NCIS 2010 – National Conference department of Information Science , M.I.T, Manipal  on 23th & 24 th April 2010.
  20. “ Human recognition by combining HM, Face and Gait in RTV”  In “ NCHIP 10 – National Conference on Human Computer Interaction and Image Processing  organized by the department of Computer Applications, Vidya Academy of Science and technology on 18th & 19 th March 2010.
  21. “Combination of Huffman, Pitman & Dictionary Methods for ETC” at the TEQIP sponsored National Level Conference for PG and PhD scholars on Recent Trend in Emerging Technologies (PGFEST-09) organized by Department of Computer Science & Engineering, NMAMIT, Nitte on 27 & 28 Feb 2009.

 WORK EXPERIENCE (25 Years)

  1. Presently working as Professor in the department of Computer Science and Engg at Mangalore Institute Of Technology and Engineering,  Moodbidri since  16-07-2010
  2. Worked as Assistant Professor and H.O.D in the department of Computer Science and Engg at Alva’s Institute Of Engineering and Technology Moodbidri from 01-07-2008 to 15-07-2010.
  3. Worked as Senior lecturer and HOD in the department of Computer Science and Engg at Coorg Institute of from 16-08-2005 to 30-6-2008.
  4. Worked as H.O.Din the department of Computer Application at St. Mary’s Syrian College Brahmavar  from 18-11-2004 to 6-8-2005
  5. Worked as Lecturer in the department of Computer Science and Engg at P.A College of engineering from 02-12-2001 to 25-08-2004.
  6. Worked in the department of Master of Computer Applications as lecturer at V.G. College of Engineering  from 10-07-2000 to 17-11-2001. Previously as a Lecturer in K.V.G Polytechnic from 10-08-1999 to 09-07-2000.