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Faculty Member Details

Staff Id : 05411
Name : Dr. S. SATHIAMOORTHY
Designation : ASSISTANT PROFESSOR/PROGRAMMER
Department : Computer and Information Science
Qualification : B.Sc.,M.C.A.,M.Phil.,Ph.D.
Specialization : Pattern Recognition, Pattern Analysis, Machine Learning and Medical Image Analysis
Date of Birth : 05-06-1976
Date of Joining : 26-09-2001

Present Address Contact Number E-Mail Address
NO. 8, SAROJINI NAGAR,
ANNAMALAI NAGAR,CHIDAMBARAM
pin - 608002		9994029213sjpramoth@gmail.com

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 19-
Ph.D. 121


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 3351-9
Conducted ----2


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing ---

Teaching and Research Experience Industry Experience
23 Years1 Years

Journals Conference Books Published Popular Article
National International National International
- 46 3 21 - 4

List of Publications - International
Karthikeyan. M and S. Sathiamoorthy, "Control of an Autonomous Vehicle with Obstacles Identification and Collision Avoidance using Multi View Convolutional Neural Network.", Indian Journal of Computer Science and Engineering, Volume 2, Number 1, Mar 2021, pp. 178-192. 10.21817/indjcse/2021/v12i1/211201209.
Karthikeyan. M and S. Sathiamoorthy, "Deep Reinforcement learning for Computerized Steering Angle Control for Pollution-free Autonomous Vehicle.", International Journal of Engineering Trends and Technology, Volume 69, Number 4, Apr 2021, pp. 204-208. 10.14445/22315381/IJETT-V69I4P228.
S. Sathiamoorthy,M.Natarajan, "An efficient content based image retrieval using enhanced multi-trend structure descriptor.", SN Applied Sciences, Volume 2, Number 217, Jan 2020, pp. 217-217. 10.1007/s42452-020-1941-y .
C. Ashok Kumar, S.Sathiamoorthy, "An Efficient and Robust Feature Extraction Based Biomedical Image Retrieval and Classification Model.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Nov 2020, pp. 43-56. 2020.
M. Bennet Rajesh, S.Sathiamoorthy, "A Framework for Medical and Stock Image Retrieval in Wavelet Domain using Color.", BDIPs and BVLC in Covariance, International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jul 2020, pp. 1-14. 2020.
S. Sivakumar, S. Sathiamoorthy, "Rotationally Invariant Color, Texture and Shape Feature Descriptors for Image Retrieval.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jul 2020, pp. 57-70. 2020.
C. Ashok Kumar, S.Sathiamoorthy, "A Novel Optimal Deep Learning Based Image Retrieval and Classification Model for Biomedical Images.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jul 2020, pp. 31-42. 2020.
S. Sivakumar, S. Sathiamoorthy, "Wavelet Transform Derived Dominant Descriptors for Rotation Invariant Image Retrieval.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jul 2020, pp. 71-84. 2020.
M. Bennet Rajesh, S.Sathiamoorthy, "A Novel Approach for Effective Image Retrieval using Color, Texture, Edges and Valleys in Covariance Descriptor.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jul 2020, pp. 15-30. 2020.
S. Sathiamoorthy, A.Saravanan, R.Ponnuswamy., "Chordiogram Image Descriptor based on Visual Attention Model for Image Retrieval.", Array, Volume Volume 7, Number 100027, Sep 2020, pp. 100027-100027. 2020.
M. Karthikeyan, S. Sathiamoorthy, "Fully connected deep network based road surface recognition system for an autonomous vehicle.", International Journal of Advanced Research in Engineering and Technology (IJARET) , Volume 11, Number 12, Dec 2020, pp. 2396-2405. 10.34218/IJARET.11.12.2020.226.
R. Ponnusamy, S. Sathiamoorthy, Visalakshi.R, "An efficient method to classify GI tract images from WCE using visual words.", International Journal of Electrical and Computer Engineering (IJECE), Volume 10, Number 6, Dec 2020, pp. 5678-5686. 10.11591/ijece.v10i6.pp5678-5686.
R. Ponnusamy, S. Sathiamoorthy, "Wireless Capsule Endoscopy Image Classification Model to Detect Gastro Intestinal Tract Diseases Using Visual Words Based on Feature Fusion.", International Journal of Future Generation Communication and Networking, Volume 13, Number 1, Jan 2020, pp. 985-998. 2020.
M. Natarajan, S. Sathiamoorthy, "Multi-Trend Structure Descriptor at Micro-Level for Histological Image Retrieval.", International Journal of Recent Technology and Engineering (IJRTE), Volume 8, Number 3, Sep 2019, pp. 7539-7543. DOI:10.35940/ijrte.C6120.098319.
D.Jayaraj, S.Sathiamoorthy, "Computer Aided Diagnosis System Using Watershed Segmentation With Xception Based Classification Model For Lung CT Images.", International Journal of Scientific & Technology Research (IJITEE), Volume 9, Number 2277-8616, Nov 2019, pp. 3625-3635. 2019.
R. Ponnusamy, S. Sathiamoorthy, "Prediction of Esophagitis and Z-Line from Wireless Capsule Endoscopy images using Fusion of low-level features.", International Journal of Recent Technology and Engineering (IJRTE) , Volume 8, Number 2277-3878, Sep 2019, pp. 6024-6028. 2019.
R. Ponnusamy, S. Sathiamoorthy, "An Efficient Gastrointestinal Hemorrhage Detection and Diagnosis Model for Wireless Capsule Endoscopy.", International Journal of Recent Technology and Engineering (IJRTE) , Volume 8, Number 3, Sep 2019, pp. 7549-7554. 2019.
M.Natarajan, S. Sathiamoorthy, "Heterogeneous Medical Image Retrieval using Multi-Trend Structure Descriptor and Fuzzy SVM Classifier.", International Journal of Recent Technology and Engineering, Volume 8, Number 3, Sep 2019, pp. 3958-3963. 10.35940/ijrte.C5332.098319.
A.Saravanan, S.Sathiamoorthy, "Integration of Statistical Based Texture and Color Feature for Medical Image Retrieval.", International Journal of Recent Technology and Engineering (IJRTE), Volume 8, Number 3, Sep 2019, pp. 5584-5588. 2019.
D. Jayaraj, S. Sathiamoorthy, "Deep Learning Based Depthwise Separable Model for Effective Diagnosis and Classification of Lung Ct Images.", International Journal of Engineering and Advanced Technology (IJEAT) , Volume 9, Number 2249-8958, Oct 2019, pp. 1808-1819. 2019.
A.Saravanan, S.Sathiamoorthy, "Image Retrieval using Autocorrelation Based Chordiogram Image Descriptor and Support Vector Machine.", International Journal of Recent Technology and Engineering (IJRTE), Volume 8, Number 3, Sep 2019, pp. 6019-6023. 10.35940/ijrte.C5566.098319.
M. Natarajan, S. Sathiamoorthy, ", Identification of Alzheimer Disease: A Literature Survey.", Asian Journal of Electrical Sciences, Volume 7, Number 2, Dec 2018, pp. 46-50. 2018.
S.Sathiamoorthy, R.Ponnusamy, R. Visalakshi, "Performance of Speaker Verification Using CSM and TM.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Sep 2018, pp. 123-127. 2018.
M.Natarajan, S. Sathiamoorthy, "A Novel Pre-Processing Approach for the denoising of Alzheimer Disease Image Dataset.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Sep 2018, pp. 107-112. 2018.
A.Arokiyamary Delphia, M. Kamarasan and S. Sathiamoorthy, "Image Processing for Identification of Breast Cancer: A Literature Survey.", Asian Journal of Electrical Sciences (AJES), Volume 7, Number 2, Dec 2018, pp. 28-37. 2018.
A.Saravanan, S.Sathiamoorthy, "Image Denoising for the Detection of Follicle in Polycystic Ovarian Syndrome Images.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Sep 2018, pp. 118-122. 2018.
A.Saravanan, S.Sathiamoorthy, "Detection of Polycystic Ovarian Syndrome: A Literature Survey.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 2, Dec 2018, pp. 46-51. 2018.
M.Natarajan, S. Sathiamoorthy, "A Novel Pre-Processing Approach for the denoising of Alzheimer Disease Image Dataset.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Sep 2018, pp. 107-112. 2018.
M. Natarajan, S. Sathiamoorthy, "Identification of Alzheimer Disease: A Literature Survey.", Asian Journal of Electrical Sciences, Volume 7, Number 2, Dec 2018, pp. 46-50. 2018.
A.Saravanan, S.Sathiamoorthy, ", Detection of Polycystic Ovarian Syndrome: A Literature Survey.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 2, Dec 2018, pp. 46-51. 2018.
A.Arokiya Mary Delphia, M. Kamarasan and S. Sathiamoorthy, "Self-Organization Map Based Segmentation of Breast Cancer.", Asian Journal of Engineering and Applied Tech, Volume 7, Number 1, Jun 2018, pp. 31-36. 2018.
V.Pushpalatha, S. Sathiamoorthy and M. Kamarasan, "Cervical Cancer Detection: A Literature Survey.", Asian Journal of Electrical Sciences (AJES), Volume 7, Number 2, Dec 2018, pp. 24-27. 2018.
V. Pushpalatha, S. Sathiamoorthy and M. Kamarasan, "A Novel Framework for Detection of Cervical Cancer.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 1, Jul 2018, pp. 26-30. 2018.
A. Saravanan , M. Natarajan and S. Sathiamoorthy, "A Novel Hybrid Framework for Medical Image Retrieval.", Asian Journal of Engineering and Applied Technology, Volume 7, Number 1, Jun 2018, pp. 37-41. 2018.
M.Karthikeyan, S. Sathiamoorthy, "A Novel Hybrid Framework for the Detection and Risk Severity of Chronic Obstructive Pulmonary Disease.", Asian Journal of Electrical Sciences, Volume 7, Number 2, Dec 2018, pp. 38-40. 2018.
M. Bennet Rajesh, S. Sathiamoorthy, "Classification of Leukemia Image Using Genetic Based K-Nearest Neighbor.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Jul 2018, pp. 113-117. 2018.
A.Saravanan,, S. Sathiamoorthy, "Image Denoising for the Detection of Follicle in Polycystic Ovarian Syndrome Images.", Asian Journal of Computer Science and Technology, Volume 7, Number 2, Sep 2018, pp. 118-122. 2018.
R.Ponnusamy, S.Sathiamoorthy, K.Manikandan, "A Review of Image Classification Approaches and Techniques.", International Journal of Recent Trends in Engineering & Research, Volume 3, Number 3, Mar 2017, pp. 1-5. 2017.
S.Sathiamoorthy, A.Saravanan, "Image retrieval based on a statistical model with effective machine learning strategy and similarity measure.", Discovery Engineering, Volume 4, Number 14, Oct 2016, pp. 534-539. 2016.
M. Kamarasan, S.Sathiamoorthy, "Orthogonal Polynomial Model Based Image Retrieval using multiresolution Spatial-Temporal features.", International Journal of Innovative Research in Science, Volume 3, Number 12, Dec 2014, pp. 17076-17083. 2014.
S.Sathiamoorthy, "A Framework for Histology Image Retrieval Based on Orthogonal Polynomial Model.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 2, Number 11, Jul 2014, pp. 7097-7105. 2014.
S.Sathiamoorthy, "Color Image Retrieval Using Color, Texture and its Spatial Information.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 2, Number 11, Jul 2014, pp. 7106-7114. 2014.
S.Sathiamoorthy, "Image Retrieval Using Texture and its Spatial Information.", International Journal of Innovative Research in Science,Engineering and Technology, Volume 3, Number 10, Sep 2014, pp. 17066-17075. 2014.
M. Kamarasan, S.Sathiamoorthy, "A Novel Approach for Image Retrieval using BDIP and BVLC.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 2, Number 9, Nov 2014, pp. 5897-5902. 2014.
S.Sathiamoorthy, M.Kamarasan, "Content Based Image Retrieval Using the Low and Higher Order Moments of BDIP and BVLC.", International Journal of Innovative Research in Science, Engineering and Technology, Volume 3, Number 1, Jan 2014, pp. 8936-8941. 2014.
S.Sathiamoorthy, M.Kamarasan, "Content Based Image Retrieval Using the Low and Higher Order Moments of BDIP and BVLC.", International Journal of Innovative Research in Science, Engineering and Technology, Volume 3, Number 1, Jan 2014, pp. 8936-8941. 2014.
List of Conferences - National
S.Sathiamoorthy, A.Saravanan, Image retrieval based on a statistical model with effective machine learning strategy and similarity measure, National Conference on Innovation in Computing and Communication Technology, Mar 25-26, 2016, Kongunadu College of Engineering and Technology, pp. 46-50. Tholurpatti, nil.
S.Sathiamoorthy, A Statistical Model Based Approach for Texture Feature Characterization and Representation at Micro and Spatial Level, National Conference on Innovative Trends in Information Technology, Mar 5-6, 2016, Sri Vasavi College, pp. 196-200. Erode, nil.
S.Sathiamoorthy, An Efficient Image Classification Using a Statistical Model and Multiclass Support Vector Machine with Vectorââ,¬â€śValued Decision, National Conference on Innovative Trends in Information Technology, Mar 5-5, 2016, Sri Vasavi College, pp. 194-196. Erode, nil.
List of Conferences - International
P.Sasikumar, S.Sathiamoorthy, Visual Place Recognition using Region of Interest Ex-traction with Deep Learning Based Technique, 2nd International Conference on Ubiquitous Computing and Intelligent Information Systems, Mar 10-11, 2022, Shree Venkateshwara Hi-Tech Engineering College, pp. 10-15. Tamil Nadu , nil.
P.Sasikumar, S.Sathiamoorthy, , Optimal Densely Connected Networks with Pyramid Spatial Matching Scheme for Visual Place Recognition, 2nd International Conference on Pervasive Computing and Social Networking (ICPCSN 2022), Mar 3-4, 2022, Salem, pp. 31-35. Narasu's Sarathy Institute of Technology, nil.
M.Natarajan, R. Ponnusamy,S.Sathiamoorthy, Multi resolution based Multi-Trend Structure Descriptor with enhanced spatial information for image retrieval, AICTE Sponsored International Conference on Artificial Intelligence, Network Security and Data Science (IeCAN-2020), Dec 11-12, 2020, Department of Computer Science and Engineering, Velammal Engineering College, pp. 31-36. Chennai, nil.
M. B. Rajesh and S. Sathiamoorthy, Co-occurrence of Edges and Valleys for Content Based Image retrieval, Fourth International Conference on Computing Methodologies and Communication , Mar 11-13, 2020, Erode, pp. 465-470. Erode, nil.
C. Ashokkumar and S. Sathiamoorthy, A Framework for Medical Image Retrieval using Machine Learning and Directional Local Ternary Quantized Extrema Patterns, International Conference on Smart Systems and Inventive Technology (ICSSIT), Nov 27-29, 2019, Tirunelveli, pp. 813-818. Tirunelveli, nil .
M. B. Rajesh and S. Sathiamoorthy, BVLCs and BDIPs in Covariance Descriptor with a Statistical Measure of Divergence for Image Retrieval, International Conference on Communication and Electronics Systems (ICCES), Nov 27-29, 2019, Coimbatore, pp. 2091-2096. Coimbatore., nil .
D. Jayaraj and S. Sathiamoorthy, Random Forest based Classification Model for Lung Cancer Prediction on CT Images, International Conference on Smart Systems and Inventive Technology (ICSSIT), Nov 27-29, 2019, Tirunelveli, pp. 100-104. Tirunelveli, nil.
D. Jayaraj and S. Sathiamoorthy, Random Forest based Classification Model for Lung Cancer Prediction on CT Images, International Conference on Smart Systems and Inventive Technology (ICSSIT), Nov 27-29, 2019, Tirunelveli, pp. 100-104. Tirunelveli, nil.
S. Sivakumar and S. Sathiamoorthy, Image Retrieval Using Fuzzy k-NN on Dominant Rotated Local Binary Patterns, International Conference on Smart Systems and Inventive Technology (ICSSIT), Nov 27-29, 2019, Tirunelveli, pp. 806-812. Tirunelveli, nil.
M. Bennet Rajesh, S.Sathiamoorthy, Co-occurrence of Edges and Valleys for Content Based Image retrieval, 4th International Conference on Communication and Electronics Systems (ICCES 2019), Jul 17-19, 2019, Department of ECE, PPG Institute of Technology, pp. 17-19. Coimbatore., nil.
M. Natarajan and S. Sathiamoorthy, Wavelet Based Multi-Trend Structure Descriptor for Effective Image Retrieval, International Conference on Communication and Electronics Systems (ICCES), Jul 17-19, 2019, Coimbatore, pp. 2116-2122. Coimbatore , nil.
M. Natarajan and S. Sathiamoorthy, Content Based Medical Image Retrieval Using Multi-Trend Structure Descriptor and Fuzzy k-NN Classifier, International Conference on Communication and Electronics Systems (ICCES), Jul 17-19, 2019, Coimbatore, pp. 2097-2102. Coimbatore , nil.
A. Saravanan and S. Sathiamoorthv, Wavelet based Chordiogram Image Descriptor for Image Retrieval, International Conference on Communication and Electronics Systems (ICCES), Jul 17-19, 2019, Coimbatore, pp. 2109-2115. Coimbatore, nil.
A.Saravanan, S.Sathiamoorthy, Autocorrelation based Chordiogram Image Descriptor for Image Retrieval, International Conference on Communication and Electronics Systems (ICCES), Jul 17-19, 2019, Coimbatore, pp. 1990-1996. Coimbatore., nil.
S.Sivakumar, S.Sathiamoorthy, Color image retrieval using wavelet based color, texture and edge features, International Conference on Recent Advancements in Pure and Applied Mathematics, Ramanujan /Research Centre and PG & Research Department of Mathematics, Feb 25-26, 2019, Govt.Arts College (Autonomous), pp. 15-20. Kumbakonam., nil.
R.Ponnusamy, S.Sathiamoorthy, Sugarcane disease detection using data mining techniques, Innovative Technologies in Electronics and INformation and Communication(INTELINCââ,¬â"˘18), Department of Electronics and Communication Engineering, Oct 12-13, 2018, Annamalai University, Annamalai Nagar., pp. 17-19. Department of Electronics and Communication Engineering, nil.
S.Sathiamoorthy, M.Kamarasn, A Novel Scheme for Texture Feature Characterization Using a Statistical Approach, International Conference on Advanced Computing and Communication Systems (ICACCS), Jan 6-7, 2017, Shri Eshwar College of Engineering, pp. 1549-1554. Coimbatore., ni.
M.Kamarasn, S.Sathiamoorthy, Framework of Orthogonal Polynomial Model Based Medical Image Retrieval using Wavelet Multiresolution Features, International Conference on Advanced Computing and Communication Systems, Jan 6-7, 2017, International Conference on Advanced Computing and Communication Systems, pp. 1766-1771. Coimbatore, nil.
K. Seetharaman and S. Sathiamoorthy, An Improved Edge Direction Histogram and Edge Orientation Auto corrlogram for an Efficient Color Image Retrieval, International Conference on Advanced Computing and Communication Systems, Dec 19-21, 2013, Coimbatore, pp. 1-4. Coimbatore., nil.
K. Seetharaman and S. Sathiamoorthy, An Improved Edge Direction Histogram and Edge Orientation Auto corrlogram for an Efficient Color Image Retrieval, International Conference on Advanced Computing and Communication Systems, Dec 19-21, 2013, Coimbatore, pp. 1-4. Coimbatore., nil.
K.Seetharaman, S.Sathiamoorthy, A Statistical Model Based Color Image Retrieval, International Conference on Recent Trends in Computer Applications , International Conference on Recent Trends in Computer Applications , Sep 27-28, 2013, Hindustan College of Arts and Science, pp. 91-96. Chennai, nil.
List of Popular Article
K. Seetharaman, S. Sathiamoorthy, Color image retrieval using statistical model and radial basis function neural network, Egyptian: Egyptian Informatics Journal, 1110-8665, pp. 59-68. Mar 2014, 10.1016/j.eij.2014.02.001.
K. Seetharaman, S. Sathiamoorthy, A unified learning framework for content based medical image retrieval using a statistical model, Journal of King Saud University , Saudi Arabia : Computer and Information Sciences, 1319-1578, pp. 110-124. Jan 2016, https://doi.org/10.1007/s42452-020-1941-y.
S. Sathiamoorthy, A.Saravanan, R.Ponnuswamy., Chordiogram Image Descriptor based on Visual Attention Model for Image Retrieval, Gilbert Arizona USA: Array, 2590-0056, pp. 100027-100029. Jun 2020, 10.1016/j.array.2020.100027.
S. Sathiamoorthy,M.Natarajan, An efficient content based image retrieval using enhanced multi-trend structure descriptor, switzerland: SPRINGER NATURE, 2523-3971, pp. 217-219. Jan 2020, 10.1007/s42452-020-1941-y.

List of Awards /Honours / Memberships
Indian Society for Technical Education - LM 123732
Computer Science Teachers Association(CSTA) - 51883795
International Association of Engineers (IAENG) - 197264

List of Awards
Best Researcher Award - Malaysia Tamil Educational Site for Indian Students and Kaviyarasar Kalai Tamil Sangam - 2021