Dr. Shreekumar T

Position: Associate Professor
Phone: #

Educational Qualification

BE – Computer Science and Engineering

M.Tech – Software Engineering

PhD – Computer Science and Engineering (Image Processing)

Total Experience

22 Years

Areas of Interest

  • Computer vision
  • Artificial Intelligence
  • Data Science
  • Machine Learning
  • Image Processing
  • Data Analysis
  • Database Management Systems
  • Java
  • J2EE
  • Python

Professional Memberships

  • MISTE Membership number: LM117731
  • Associate Member for UNIVERSAL ASSOCIATION OF COMPUTER AND ELECTRONICS ENGINEERS (UACEE): AM100455

Subjects Handled

  • Artificial Intelligence
  • Soft computing
  • Pattern Recognition
  • Automata Theory
  • Computer Organization
  • Python Programming
  • Image Processing
  • Data Communication

Workshops / FDPs / SDPs / STTPs Attended/Conducted

15

Conference / Journal Publications

PAPER / PUBLICATIONS

  • T.Shreekumar, K.Karunakara, Hybrid Dense Matching Feature for Cloud Based Face Recognition”, International Journal of Cloud Computing, ISSN: 2043-9997, Inderscience,2021
  • T.Shreekumar, K.Karunakara ,”Face Recognition Across Noise, Blur and Illumination using Deep Learning Neural Networks”, Lecturer Notes In Electrical Engineering, ISSN: 1876 -1100 , Springer-2021
  • Shreekumar, K.Karunakara”, Recognizing the Faces from Surveillance Video”, Smart Innovation, Systems and Technologies, ISSN: 2190-3018,Springer- 2021
  • Shreekumar , K.Karunakara, “Face Pose and Blur Normalization for Unconstraint Face Recognition from Video/Still Images”, International Journal of Innovative Computing and Applications, Inderscience, ISSN:1751-648X ,Vol.11, No. 4,PP.301-311 , Nov 2020
  • R.Rashmi,D.R.Annappa Swamy,T.Shreekumar, “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
  • Shreekumar, K.Karunakara,” Active Appearance Model based for Face Recognition from Surveillance Video”, Test Engineering and Management, ISSN:0193-410,VOL-83, PP. 6969-6981, May 2020
  • Shreekumar, K.Karunakara , “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
  • Shreekumar , K.Karunakara, “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
  • Shreekumar , K.Karunakara, ” 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
  • Shreekumar, K. Karunakara, ”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
  • Raju Dadasab Patil, T Shreekumar, K Karunakara , “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
  • R,Shreekumar.T,“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
  • Amrutha K ,T.Shreekumar,  “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.
  • Amith,T.Shreekumar, “A Novel Approach for Blurred and noisy face image recognition. Vol 4 , Issue 2 ,Feb 2015, ISSN:2319-7024 , Page No:1036-1046.
  • Amrutha K , T.Shreekumar , “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.
  • Shreekumar T, Nagaratna Hegde , ‘‘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.
  • Shreekumar T, Nagaratna Hegde “View Invarient 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.
  • Shreekumar T, Nagaratna Hegde ‘An approach to pose and illumination invariant face recognition in video in International journal of image processing and application volume 2 , Page no 93-100. July-December 2011.
  • Published a paper titled ‘video based face recognition : A review’ in International Journal of Computer Science and Engineering ,ISSN:0976-626X, Vol 2, June 2011, PP 17-24.
  • Shreekumar,K.Karunakara,”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

 CONFERENCES

  • Shreekumar, K.Karunakara , ” 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
  • Shreekumar, K.Karunakara,” Recognizing the Faces from Surveillance Video”, SCI-2020, 9th  and 10th  October2020, Springer International Cponference, Vasari College of Engineering, Hyderabad, Telangana, India,
  • Shreekumar, K.Karunakara, ”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
  • Shreekumar T, Dr. Karunakara K, “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World, , 24-12-2015, Colombo, Sri Lanka
  • Shreekumar T, Dr. Karunakara K, ‘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
  • Smitha Mendonca,T.Shreekumar,”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
  • Shreekumar T, Dr. Karunakara K, “Particle Swam Optimization Based Identification of Face Images From Video”,13th International conference, Academic World, , 24-12-2015, Colombo, Sri Lanka
  • Shreekumar T, Dr. Karunakara K, ‘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
  • Amith K, T.Shreekumar, K. Karunakara “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.
  • Shreekumar T, Nagaratna Hegde ,‘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.
  • Shreekumar T, Nagaratna Hegde ,‘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.
  • Shreekumar T, Zarina Begam, ‘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.
  • Shreekumar T , Vineetha Pias “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.
  • Shreekumar T , Ravinarayana B,Annappaswamy D R “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.
  • Shreekumar T, Mahesh Prasanna , “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.
  • Shreekumar T, Nagaratna Hegede, G P Hegde “ 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.
  • Shreekumar T, Dinesh Gowda Presented a paper “ 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..
  • Shreekumar T , Nagaratna Hegde Presented a paper on 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.
  • Shreekumar T , Nagaratna Hegde “ 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.
  • Shreekumar T, Chandrashekar 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.

PATENT PUBLISHED

  • “A smart and efficient hospital management system over the cloud for data analysis   and security in case of pandemics COVID19”

PATENT APPLIED

  • Artificial Intelligence Based Autonomous Evaluation of Computer Network Security