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Faculty Member Details

Staff Id : 04517
Name : Dr. M. KAMARASAN
Designation : ASSISTANT PROFESSOR/PROGRAMMER
Department : Computer and Information Science
Qualification : M.C.A.,M.Phil.,Ph.D(CSE)
Specialization : Digital Image Processing, Pattern Recognition, Machine Learning
Date of Birth : 01-06-1969
Date of Joining : 27-03-2000

Present Address Contact Number E-Mail Address
19 FACULTY QTRS
RMMCH,ANNAMALAI UNIVERSITY
ANNAMALAINAGAR		9486432474smkrasan@yahoo.com

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 12-
Ph.D. 102


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 484-5
Conducted -1--1


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing -15,00,000

Teaching and Research Experience Industry Experience
24 Years1 Years

Journals Conference Books Published Popular Article
National International National International
- 47 2 20 3 -

List of Publications - International
Vasumathi M T and M. Kamarasan, "AN LSTM BASED CNN MODEL FOR POMEGRANATE FRUIT CLASSIFICATION WITH WEIGHT OPTIMIZATION USING DRAGONFLY TECHNIQUE.", Indian Journal of Computer Science and Engineering (IJCSE), Volume 12, Number 2, Apr 2021, pp. 371-384. 2021.
Vasumathi M T and M. Kamarasan, "An Effective Pomegranate Fruit Classification Based On CNN-LSTM Deep Learning Models.", INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY, Volume 14, Number 16, May 2021, pp. 1310-1319. 2021.
Pushpa Balasubramanian and Kamarasan Mari, "EMPIRICAL DECOMPOSED KERNEL HOUGH FEATURE TRANSFORM BASED VECTOR AUTOREGRESSIVE BAGGING ENSEMBLE FOR FOREST FIRE DETECTION.", IIOABJ, Volume 11, Number 5, Oct 2020, pp. 23-32. 2020.
Senthilkumar C and M. Kamarasan, "A novel citrus disease detection and classification using deep learning based inception resnet V2 model.", Adalya Journal, Volume 9, Number 2, Feb 2020, pp. 1008-1034. 2020.
Santhakumari V and M. Kamarasan, "Early Detection of Breast Cancer using Image Processing Techniques: A Study on Mammogram Image Analysis .", The International journal of analytical and experimental modal analysis, Volume XII, Number I, Jan 2020, pp. 2266-2296. 2020.
Senthilkumar C and M. Kamarasan, "Hybrid Feature Extraction with Support Vector Machine for Citrus Disease Detection and Classification Model.", The International journal of analytical and experimental modal analysis, Volume XII, Number II, Feb 2020, pp. 2136-2149. 2020.
Anandabau P and M. Kamarasan, "Quadhistogram with loca;textton XOR pattern based feature extraxtion for content based image retrieval system.", The International journal of analytical and experimental modal analysis, Volume XII, Number II, Feb 2020, pp. 1966-1986. 2020.
Ganesh G and M. Kamarasan, "Emotion Based Sentiment Classification Model using Principle Component Analysis with Multiple Logistic Regression.", Adalya Journal, Volume 9, Number 3, Mar 2020, pp. 1115-1136. 2020.
Ganesh G and M. Kamarasan, "Deep Learning Based Long Short Term Memory Model for Emotions with Intensity Level Sentiment Classification for Twitter Texts.", International Journal of Advanced Science and Technology, Volume, Volume 29, Number 5, Apr 2020, pp. 2916-2929. 2020.
Ganesh G and M. Kamarasan, "Multi-Labelled Emotion with Intensity Based Sentiment Classification Model in Tweets using Convolution Neural Networks.", International Journal of Advanced Trends in Computer Science and Engineering, Volume 9, Number 2, May 2020, pp. 1650-1656. 2020.
Anandababu P and M. Kamarasan, "An Ensemble Of Optimal Deep Learning Architecture With Random Forest Classifier For Content Based Image Retrieval System.", IIOAB journal, Volume 11, Number 2, May 2020, pp. 55-63. 2020.
M Kamarasan and V santhakumar, "An Intelligent framework for Detection and Classification of MRI Brain Tumour using SIFT-SURF Features and K-nearest Neighbour Approach.", Strad Research, Volume 7, Number 10, Oct 2020, pp. 1-14. 2020.
Pushpa Balasubramanian and Kamarasan Mari, "MULTIVARIATE REGRESSIVE FULLY RECURRENT NEURAL CLASSIFIER FOR FIRE DETECTION..", IIOABJ, Volume 11, Number 5, Oct 2020, pp. 14-22. 2020.
Vasumathi M T and M. Kamarasan, "A Comparative Study on Traditional Data Mining and Big Data Mining Classification Algorithms.", Journal of Computational and Theoretical Nanoscience, Volume 16, Number 4, Apr 2019, pp. 1523-1527. 2019.
Anandababu P and M.Kamarasan, "An Effective Feature Vector Representation Of Content Based Image Retrieval With Image Quality Assessment System Using Residual Network.", International Journal of Scientific & Technology Research, Volume 8, Number 12, Dec 2019, pp. 3888-3897. 2019.
Rathimala T and M. Kamarasan, "Modular Modified DynamicNeural Network Controller for Load Frequency Control.", International Journal of Scientific & Engineering Research, Volume 10, Number 11, Nov 2019, pp. 1077-1080. 2019.
Narmatha Venugopal and Kamarasan Mari, "An optimal segmentation with deep learning based classification model for automated glaucoma classification.", International journal of analytical and experimental model analysis, Volume XI, Number XI, Nov 2019, pp. 1286-1301. 2019.
Pushpa Balasubramanian, Kamarasan Mari, "Video Summarization Based on Gaussian Mixture Model and Kernel Support Vector Machine for Forest Fire Detection.", International Journal of Engineering and Advanced Technology (IJEAT), Volume 9, Number 1, Oct 2019, pp. 1827-1831. 2019.
Anandababu P and M. Kamarasan, "An Novel Framework For Content Based Image Retrieval With Quality Assessment System using Optimal Deep Convolution Neural Network.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 8, Number 12, Oct 2019, pp. 3916-3926. 2019.
Rathimala T and M.Kamarasan, "Application of Firefly Algorithm based Neural Network Controller.", International Journal of Innovative Technology and Exploring Engineering(TM), Volume 8, Number 10S, Aug 2019, pp. 2659-2662. 2019.
Pushpa Balasubramanian, Kamarasan Mari, "Continuous Wavelet Transform Based Gene Optimized Fuzzy C-Means Clustering For Forest Fire Detection.", International Journal of Innovative Technology and Exploring Engineering(TM), Volume 8, Number 10S, Aug 2019, pp. 8-14. 2019.
Narmatha Venugopal and Kamarasan Mari, "Automatic Detection of Glaucoma based on Refined Complete Local Binary Pattern and Random Forest Classification Method.", International Journal of Innovative Technology and Exploring Engineering(TM), Volume 8, Number 10S, Aug 2019, pp. 15-22. 2019.
Narmatha Venugopal and Kamarasan Mari, "Automated Optic Disc Segmentation and Classification Model using Optimal Convolutional Neural Network for Glaucoma Diagnosis System.", International Journal of Engineering and Advanced Technology (IJEAT), Volume 9, Number 1, Oct 2019, pp. 7555-7561. 2019.
Anandababu P and M.Kamarasan, "Performance Analysis of Efficient Content Based Image Retrieval Frameworks.", International Journal of Emerging Technologies and Innovative Research, Volume 6, Number 7, Jul 2019, pp. 1-6. 2019.
Ganesh V and M. Kamarasan, "Sentiment Classification and Its Feature Models: A Survey.", Journal of Computational and Theoretical Nanoscience, Volume 16, Number 4, Apr 2019, pp. 1518-1522. 2019.
T. Rathimala and M. Kamarasan, "Effects and Elements of Artificial Neural Network Applied to Various Fields.", Journal of Computational and Theoretical Nanoscience, Volume 16, Number 4, Apr 2019, pp. 1608-1611. 2019.
V. Pushpalatha, S. Sathiamoorthy and M. Kamarasan, "A Novel Framework for Detection of Cervical Cancer.", Asian Journal of Electrical Sciences, Volume 7, Number 2, Dec 2018, pp. 26-30. 2018.
M. Kamarasan, "Video content Analysis based on Full-Range Autoregressive Model using Multi-resolution Features.", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 6, Number 6, Jun 2018, pp. 0-0. -.
T. Rathimala and M. Kamarasan, "Nonlinear System Identification with Self-Learning Re-current Wavelet Neural Network Method,.", Journal of Current Science, Volume 19, Number 17, Jul 2018, pp. 0-0. -.
V. Pushpalatha, S. Sathiamoorthy and M. Kamarasan, "Cervical Cancer Detection: A Literature Survey.", Asian Journal of Electrical Sciences, Volume 7, Number 7, Dec 2018, pp. 24-27. 2018.
Arokiya Mary Delphina, M. Kamarasan and Sathiamoorthy, "Self-Organization Map Based Segmentation of Breast Cancer.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 2, Jul 2018, pp. 31-36. 2018.
Arokiya Mary Delphina, M. Kamarasan and Sathiamoorthy, "Image Processing For Identification of Breast Cancer: A Literature Survey.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 2, Dec 2018, pp. 28-37. 2018.
T.Rathimala, R. Francis and M.Kamarasan, "Application of Neural Network Based Data Security in to LFC of a Two Area Power System.", Asian Journal of Electrical Sciences, Volume 7, Number 2, Dec 2018, pp. 19-23. 2018.
B. Pushpa and M. Kamarasan, "survey of various forest fire detection algorithm in image processing and remote sensing applications.", Journal of Emerging Technologies and Innovative Research (JETIR, Volume 5, Number 7, Jul 2018, pp. 0-0. 2018.
V. Narmatha and M. Kamarasan, "A review on detection of glaucoma using various image processing algorithms.", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 5, Number 7, Jul 2018, pp. 0-0. 2018.
S. Saravanan, M. Kamarasan, "A Review On PH Level Determination Of Soil Using Image Processing Techniques.", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 5, Number 7, Jul 2018, pp. 0-0. 2018.
C. Senthilkumar, M. Kamarasan, "A Survey On Leaf Disease Detection Using Image Processing Techniques.", Journal of Emerging Technologies and Innovative Research (JETIR, Volume 5, Number 7, Jul 2018, pp. 0-0. 2018.
P. Anandababu, M. Kamarasan, "A Survey: Techniques Used For Image Quality Assessment In Image Processing.", Journal of Emerging Technologies and Innovative Research (JETIR, Volume 5, Number 7, Jul 2018, pp. 0-0. 2018.
M Kamarasan and V Savitha, "CONTENT BASED IMAGE RETRIEVAL USING WAVELET TRANSFORMS WITH DYNAMIC TEXTURE (DT).", International Journal of advanced Computational Engineering and Networks, Volume 5, Number 12, Dec 2017, pp. 66-69. 2017.
M. Kamarasan, "Unified technique for colour image retrieval based on orthogonal polynomial model and multiresolution features.", international journal of image and data fusion, Volume -, Number -, Jan 2015, pp. 0-0. 10.1080/19479832.2015.1046955.
K. Seetharaman and M. Kamarasan, "Statistical framework for image retrieval based on multiresolution features and similarity method.", Multimedia Tools and Applications[Springer], Volume 73, Number 3, 2014, pp. 1943-1962. 2014.
K. Seetharaman and M. Kamarasan, "Statistical framework for content-based medical image retrieval based on wavelet orthogonal polynomial model with multiresolution structure.", International Journal of Multimedia Information Retrieval[Springer], Volume 3, Number 1, 2014, pp. 53-66. 2014.
G. Manikandan, N. Sairam and M. Kamarasan, "A New Approach for Secure Data Transfer based on Wavelet Transform.", International Journal of Network Security, Volume 15, Number 2, Mar 2013, pp. 106-112. 2013.
G. Manikandan, N. Sairam and M. Kamarasan, "A New Approach for Improving Data Security using Iterative Blowfish Algorithm.", Research Journal of Applied Sciences, Engineering And Technology, Volume 4, Number 6, 2012, pp. 603-607. 2012.
G. Manikandan, N. Sairam, and M. Kamarasan, "A Hybrid Approach for Security Enhancement by Compressed Crypto-Stegno Scheme.", Research Journal of Applied Sciences, Engineering And Technology, Volume 4, Number 6, 2012, pp. 608-614. 2012.
G. Manikandan, M.Kamarasan,P. Rajendiran and R. Manikandan, "A New Approach for Secure Data Transfer based on Wavelet Transform.", European Journal of Scientific Research, Volume 60, Number 2, 2011, pp. 224-230. 2011.
G. Manikandan,Rajendiran.P, M.Kamarasan and SowndaryaShekar, "Performance Analysis of Clustering Algorithms in Outlier Detection Based on Statistical Models and Spatial Proximity.", International Journal of Computer Science and Information Technologies, Volume 2, Number 4, 2011, pp. 1747-1749. 2011.
List of Conferences - National
M. Sathiayanarayanan , K. Anandhan and M. Kamarasan, E-CRM in Education Institution, Cutomer Service Excellence -Trends and Strategies, Mar 10-12, 2004, Annamalai Univeristy , Annamalainagar,India,608002, pp. 287-294. New Delhi, India 110002, Kanisher Publisher, New Delhi.
S. K. Nagarajan, M. Kamarasan and R. Ragupathy, Enhancing the power of globalization using E-business, Proceedings of National Seminar on Globalization of Business, Mar 27-27, 2002, Annamalai University, Annamalainagar, Tamil Nadu, India, pp. 30-33. 2002, Department of Business Administration, Annamalai University.
List of Conferences - International
Parthiban K and M Kamarasan, EfficientNet with Optimal Wavelet Neural Network for DR Detection and Grading, Proceedings of the Fourth International Conference on Smart Systems and Inventive Technology (ICSSIT-2022)., Jan 20-22, 2022, Francis Xavier Engineering College, Tirunelveli, pp. 1108-1113. -, IEEE Xplore.
Devanathan B and M Kamarasan, Automated Brain Tumor Diagnosis using Residual Network with Optimal Kernel Extreme Learning Machine, Proceedings of the Fourth International Conference on Smart Systems and Inventive Technology (ICSSIT-2022)., Jan 20-22, 2022, Francis Xavier Engineering College, Tirunelveli, pp. 877-882. -, IEEE Xplore.
Senthilkumar C and M. Kamarasan, Optimal Segmentation with Back-Propagation Neural Network (BPNN) Based Citrus Leaf Disease Diagnosis, IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT 2019), Nov 27-29, 2019, Tirunelveli, pp. 79-92. -, IEEE Explorer.
Anandababu P and M. Kamarasan, Structural Similarity Measurement with Metaheuristic Algorithm for Content based Image Retrieval, IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT 2019), Nov 27-29, 2019, Tirunelveli, pp. 73-77. -, IEEE Explorer.
Narmatha Venugopal and Kamarasan Mari, An Automated Glaucoma Image Classification model using Perceptual Hash-Based Convolutional Neural Network, IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT 2019), Nov 27-29, 2019, Tirunelvel, pp. 185-190. -, IEEE Explorer.
B. Pushpa and M. Kamarasan, Video Summarization using Sub modular Convex Optimization with Dynamic Support Vector Machine for Forest Fire Sequence Classification, IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT 2019), Nov 27-29, 2019, Tirunelvel, pp. 246-251. -, IEEE Explorer.
Pushpa B and M.Kamarasan, Morelet wavelet threshold based Glow warm optimized x-Means clustering, 3rd International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2019), Sep 25-26, 2019, Coimbatore, pp. 1094-1105. Coimbatore, Computation vision and Bio-Inspired Computing(ICCVBIC2019)- Book Chapter .
Pushpa Balasubramanian and Kamarasan Mari, Continuous Wavelet Transform Based Gene Optimized Fuzzy C-Means Clustering For Forest Fire Detection, First International Conference on Intelligent Digital Transformation (ICIDT – 2019), Jul 11-13, 2019, Coimbatore, pp. 0-0. Coimbatore, Sri Ramakrishna Engineering College, Coimbatore.
T. Rathimala and M. Kamarasan, Elucidation of Firefly Algorithm based Neural Network for Load Frequency Control, First International Conference on Intelligent Digital Transformation (ICIDT – 2019), Jul 11-13, 2019, Coimbatore, pp. 0-0. Coimbatore, IEEE Explorer.
Narmatha Venugopal and Kamarasan Mari, Automatic Detection of Glaucoma based on Refined Complete Local Binary Pattern and Random Forest Classification Method, First International Conference on Intelligent Digital Transformation (ICIDT – 2019), Jul 11-13, 2019, Coimbatore, pp. 0-0. Coimbatore, Sri Ramakrishna Engineering College, Coimbatore.
M T Vasumathi and M. Kamarasan, Fruit Disease Prediction Using Machine Learnig Over Big Data, International Conference on Sustainable Advanced Computing ad Statistical Techniques(ICSACST-2019), Feb 27-28, 2019, CHRIST UNIVERSITY, Bangalore, pp. 0-0. -, -.
M T Vasumathi and M. Kamarasan, A Comparative Study On Traditional Data Mining And Big Data Mining Classification Algorithms, Innovative Technologies in Electronics, Information and Communication(INTELINC '18) , Oct 12-13, 2018, Department of Electronics and Communication Engineering, Faculty of Engineering and Technology, Annamalai University, Chidambaram, pp. 0-0. -, -.
V Ganesh and M. Kamarasan, Sentiment Classification and its Feature Models: A Survey , Innovative Technologies in Electronics, Information and Communication(INTELINC '18) , Oct 12-13, 2018, Department of Electronics and Communication Engineering, Faculty of Engineering and Technology, Annamalai University, Chidambaram, pp. 0-0. -, -.
T. Rathimala and M. Kamarasan, Effects and elements of artificial neural network Applied to various fields, Innovative Technologies in Electronics, Information and Communication(INTELINC '18) d, Oct 12-13, 2018, Department of Electronics and Communication Engineering, Faculty of Engineering and Technology, Annamalai University, Chidambaram, pp. 0-0. -, -.
T. Rathimala and M. Kamarasan, Modified Dynamic Neural Network based apprach for Load Frequency Control of a Power System, IEEE International conference on Computation of Power, Energy, Information and Communication, Mar 28-29, 2018, Adhiparasakthi Engineering College, Melmaruvathur, pp. 0-0. -, -.
M Kamarasan and V Savitha, CONTENT BASED IMAGE RETRIEVAL USING WAVELET TRANSFORMS WITH DYNAMIC TEXTURE (DT), International conference on Rescent Inovations in Science,Engineering and Technology, Oct 17-17, 2017, Pondicheery, pp. 44-47. Bhubaneswar, IISTEM.
Sathiamoorthy, S and M.Kamarasan , A Novel Scheme for Texture Feature Characterization Using a Statistical Approach, nternational Conference on Advanced Computing and Communication Systems (ICACCS), Jan 6-7, 2017, Shri Eshwar College of Engineering, Coimbatore, pp. 1549-1554. -, (IEEE Explorer).
Kamarasan, M & S.Sathiamoorthy, Framework of Orthogonal Polynomial Model Based Medical Image Retrieval using Wavelet Multiresolution Features, nternational Conference on Advanced Computing and Communication Systems (ICACCS), Jan 6-7, 2017, Shri Eshwar College of Engineering, Coimbatore, pp. 1766-1771. -, (IEEE Explorer).
K. Seetharaman and M. Kamarasan, A Smart Color Image Retrieval Method Based on Multiresolution Features, IEEE International Conference on Computational Intelligence and Computing Research, Dec 18-20, 2012, Tamil Nadu College of Engineering, Coimbatore, India, pp. 1-8. IEEE Podhigai , Chennai, IEEE Xplore.
M. Kamarasan and K. Seetharaman, A hybrid Approach for Color Image Retrieval Based on Color Autocorrelogram and Spatial Dependency Matrix in Wavelet domain, International Conference on Computer Applications, Jan 27-31, 2012, Pondicherry, pp. 224-221. Pondicherry, India, Association of Scientists , Develpoers and Faculties(ASDF).
List of Book Published
Senthilkumar C and M. Kamarasan, An effective Kapur’s segmentation based detection and classification model for citrus diseases diagnosis system, , Springer (Book chapter): Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT, volume 49), 978-3-030-43192-1(e-Book), pp. 232-239. Dec 2019, https://link.springer.com/book/10.1007/978-3-030-43192-1.
Narmatha Venugopal and Kamarasan Mari, An effective feature extraction based classification model using canonical swarm particles optimization with convolution neural network for glaucoma diagnosis system, Springer (Book chapter): Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT, volume 49, 978-3-030-43192-1(e-Book), pp. 523-530. Dec 2019, https://link.springer.com/book/10.1007/978-3-030-43192-1.
Pushpa B and M.Kamarasan, Morelet wavelet threshold based Glow warm optimized x-Means clustering, Lecture Notes on Computational Vision and Bio-Inspired Computing , -: Springer (Book Chapter), 978-3-030-37218-7(e-Book), pp. 1094-1105. Sep 2019, https://www.springer.com/gp/book/9783030372170.

List of Awards /Honours / Memberships
Indian Society for Technical Education (ISTE) - LM123731
Computer Science Teachers Association(CSTA) - 51941666
The Institute of Research Engineers and Doctors - Senior Member: SNM10100059185
International Association of Engineers (IAENG) - 205316
Computer Society of India(CSI) - 00113166(Life member)
The Indian ScienceCongress Association - LSOCAM068