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Faculty Member Details

Staff Id : 04839
Name :Dr. L.R. SUDHA
Designation :ASSOCIATE PROFESSOR
Department :COMPUTER SCIENCE & ENGG.
Qualification :B.E.,M.E.,Ph.D
Specialization :Image Processing, Biometrics, Soft Computing
Date of Birth :27-07-1969
Date of Joining :20-10-2000
Present Address Contact Number E-Mail Address
No :70, Charis Cottage,
Tobacco Garden,
Annamalai Nagar
9443119706sudhaselvin@ymail.com
Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 2427
Ph.D. 16


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 531-4
Conducted ----3


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing ---
Teaching and Research Experience Industry Experience
21 Years -
Journals Conference Books Published Popular Article
National International National International
- 21 14 13 - 4

List of Publications - International
P.Deepan, L.R. Sudha, "Comparative Analysis of Scene Classification Methods for Remotely Sensed Images using Various Convolutional Neural Network.", EAI Endorsed Transactions on Cognitive Communications, Volume 6, Number 11, Feb 2021, pp. 1-12. 2021.
G. Jayakala , Dr. L.R. Sudha, "Gender Classification Based on Fingerprint Analysis.", Turkish Journal of Computer and Mathematics Education, Volume 12, Number 10, Apr 2021, pp. 1249-1256. 2021.
K. Fathi Mary, Dr. L.R. Sudha, Dr. W. Paulina Vasanthi, "Facial Emotion Recognition - A Survey.", Mukt Shabd Journal , Volume 10, Number 5, May 2021, pp. 369-382. 2021.
K. Jeyanthi, L.R Sudha , "SVM Parameter Optimization Using ALO for Object Based Land Cover Classification.", International Journal of Recent Technology and Engineering , Volume 8, Number 5, Jan 2020, pp. 2968-2972. 2020.
K. Jeyanthi, L.R Sudha , "Optimal Feature Subset Selection for Imbalanced Class Data using SMOTE and Binary ALO Algorithm.", International Journal of Engineering and advanced Technology, Volume 9, Number 3, Feb 2020, pp. 344-349. 2020.
P.Deepan, L.R. Sudha, "Remote Sensing Image Scene Classification using Dilated Convolutional Neural Networks.", International Journal of Emerging Trends in Engineering Research, Volume 8, Number 7, Jul 2020, pp. 3622-3630. 2020.
K. Jeyanthi, L.R Sudha , R.Ashok Bakkiyaraj, "Optimal Multi-level Thresholding for Satellite Image Segmentation Using ALO Algorithm.", Journal of Adv Research in Dynamical & Control Systems, Volume 11, Number 2, 2019, pp. 570-586. ISSN: 1943-023X, 2019.
P.Deepan, L.R. Sudha, "Fusion of Deep Learning Models for Improving Classification Accuracy of Remote Sensing Images.", Journal of Mechanics of Continua and Mathematical Sciences, Volume 14, Number 5, Oct 2019, pp. 189-201. 10.26782/jmcms.2019.10.00015.
K. Jeyanthi, L.R Sudha, "DWT-SVD based contrast enhancement of satellite images with optimal shape tuning and thresholding parameters using Ant lion optimization algorithm.", International Journal of Advanced Research in Computer Science, Volume 9, Number 1, Feb 2018, pp. 726-734. 2018.
P. Deepan, Dr. L.R. Sudha , "Object Detection in Remote Sensing Aerial Images: A Review.", International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Number 4, Jul 2018, pp. 1-10. 2018.
K. Jeyanthi, L.R Sudha , "Optimal Gray Level Mapping for Satellite Image Contrast Enhancement Using Grey Wolf Optimization algorithm.", International Journal of Engineering and Science Invention, Volume 2, Number 1, Jan 2018, pp. 38-44. 2018.
M. Mohana priya, L. R. Sudha, "Virtual identity for protecting fingerprint database.", International Journal of Emerging Technology in Computer Science & Electronics , Volume 21, Number 3, Apr 2016, pp. 681-687. 2016.
A. Dharani , L.R. Sudha, "Texture Enhancement using Morphological Component Analysis.", IJSART, Volume 2, Number 12, Dec 2016, pp. 347-353. 2016.
7. L. R. Sudha, Dr. R. Bhavani, "A Combined Classifier kNN-SVM in Gait based Biometric Authentication System.", International Journal of Computer Applications in Technology, Volume 49, Number 2, Mar 2014, pp. 113-121. 2014.
L.R. Sudha, S.Thirupurasundari, "Analysis and Detection of Haemorrhages and Exudates in Retinal Images.", International Journal of Scientific and Research Publications (ijsrp), Volume 4, Number 3, Mar 2014, pp. 1-5. 2014.
6. L. R. Sudha, Dr. R. Bhavani, "An Efficient Spatio-Temporal Gait Representation for Gender Classification.", Applied Artificial Intelligence, Volume 27, Number 1, Jan 2013, pp. 62-75. 2013.
3. L. R. Sudha, Dr. R Bhavani, "Gait Based Gender Identification using Statistical Pattern Classifiers.", International Journal of Computer Applications, Volume 40, Number 8, Feb 2012, pp. 30-35. 2012.
5. L. R. Sudha, Dr. R. Bhavani, "Automatic Classification of Gait Patterns by using Hybrid Features and k-Nearest Neighbor Classifier.", International Journal of Computers Information Technology and Engineering, Volume 6, Number 2, Dec 2012, pp. 91-98. 2012.
4. L. R. Sudha, Dr. R Bhavani, "Performance Comparison of SVM and kNN in Automatic Classification of Human Gait Patterns.", International Journal of Computers, Volume 6, Number 1, Feb 2012, pp. 30-35. 2012.
1. L. R. Sudha, Dr. R. Bhavani, Sudheer Reddy Bandi, "Automatic Gender Discrimination from Video Sequences of Human Gait.", CiiT International Journal of Biometrics and Bioinformatics, Volume 3, Number 4, Jul 2011, pp. 344-351. 2011.
2. L. R. Sudha, Dr. R Bhavani, "Biometric Authorization System Using Gait Biometry.", International journal of Computer Science and Engineering Applications, Volume 1, Number 4, Aug 2011, pp. 1-13. 2011.
List of Conferences - National
K. Jeyanthi, L.R Sudha , Object-Based Classification of Land Cover Data Using Machine Learning Classifiers, National Conference on Machine Learning Techniques(NCMLT 2018), Dec 12-13, 2018, Dept. of Computer Science & Engineering, Annamalai University, pp. 206-210. Chidambaram, Dept. of Computer Science & Engineering, Annamalai University.
P. Deepan, L.R. Sudha, Comparison of Deep CNN Models for Object Classification in Remote Sensing Images, Machine Learning Techniques(NCMLT 2018), Dec 12-13, 2018, Dept. of Computer Science & Engineering, Annamalai University, pp. 144-149. Chidambaram, Dept. of Computer Science & Engineering, Annamalai University.
P.Deepan, L.R. Sudha, Object Classification of Aerial Image using Convolutional Neural Networks, National Conference on Recent Trends in Computing and Information Technology (RTCIT’ 18), , Nov 13-14, 2018, Dept. of Information Technology, Annamalai University, pp. 178-184. Chidambaram, Dept. of Information Technology, Annamalai University.
M. Ramesh, L.R Sudha, Lossless data hiding in encrypted image, DSTE Sponsored National Conference on Intelligent Computing ( NCIC 2015), Jan 30-30, 2015, Dept. of CSE & IT, Pondicherry Engineering College, pp. 936-944. Puducherry, Dept. of CSE & IT, Pondicherry Engineering College.
K. Manikandan, L. R. Sudha, Analysis of skin lesions for estimating the risk of melanoma, DSTE Sponsored National Conference on Intelligent Computing ( NCIC 2015), Jan 30-30, 2015, Dept. of CSE & IT, Pondicherry Engineering College, pp. 463-470. Puducherry, Dept. of CSE & IT, Pondicherry Engineering College.
7. L. R. Sudha, R. Mahaveni, Gender Classification Based on Gait Analysis, National Conference on Computing Techniques, Apr 5-5, 2013, University College of Engineering, pp. 63-66. Villupuram, University College of Engineering.
8. L. R. Sudha, T. Prithiviraj, Background Subtraction and Shadow Removal using Multiple Human Object Tracking, National Conference on Computing Techniques, Apr 5-5, 2013, University College of Engineering, pp. 74-79. Villupuram, University College of Engineering.
9. L. R. Sudha, S.Muthukumaran, Action Detection in Video using Kinematic Features, National Conference on Computing Techniques, Apr 5-5, 2013, University College of Engineering, pp. 386-391. Villupuram, University College of Engineering.
5 J. Ravichandran, L. R. Sudha, Performance Analysis of MWB Filter with other filters in Removal of Random Valued Noise, National Conference on Future Innovations in Computer Science and Information Technology, Apr 3-3, 2012, Adhi College of Engineering and technology, pp. 164-167. Kancheepuram, Adhi College of Engineering and technology.
4 L. R. Sudha, Sudheer Reddy Bandi, Comparison of Foreground Extraction Algorithms for Object Detection in Visual Surveillance, Third National Conference on Advances in Computer Technology , Mar 26-26, 2011, Velalar College of Engineering and Technology, pp. 52-57. Erode, Velalar College of Engineering and Technology.
6. L. R. Sudha, G.Abirami, Secured Region based Queries in Mobile Environments, Third National Conference on Advances in Computer Technology and Applications, Mar 26-26, 2011, Velalar College of Engineering and Technology, pp. 162-167. Erode, Velalar College of Engineering and Technology.
3 L. R. Sudha, Sudheer Reddy Bandi, Comparison of Background Subtraction Algorithms for Real Time Tracking and Object Detection in Visual Surveillance, 3rd National Conference on Recent Trends in Communication, Computation and Signal Processing, Mar 1-2, 2011, Amirta Vishwa Vidyapeetham, pp. 78-81. Amirta Vishwa Vidyapeetham, Amirta Vishwa Vidyapeetham.
2 L. R. Sudha, Sudheer Reddy Bandi, Gender Recognition Based on Gait Analysis Using Support Vector Machine For Visual Surveillance, National Conference on Emerging Trends in computer Applications and grid Computing, Feb 11-12, 2011, Adhiyamaan College of Engineering, pp. 12-15. Hosur, Adhiyamaan College of Engineering.
1. L. R . Sudha, Dr. R. Bhavani, Background Modeling Techniques for Analyzing Video Scenes, Second National Conference on Computer Science and Applications, Mar 4-4, 2010, Mepco Schlenk Engineering College, pp. 6-10. Sivakasi, Mepco Schlenk Engineering College.
List of Conferences - International
P.Deepan, L.R. Sudha, Ensemble Model for Scene Classification of Remote Sensing Images using Machine Learning, International Conference on Advances in Computing and Information Technology (ICACIT’19), Oct 18-19, 2020, NIT Trichy, pp. 15-21. Trichy, NIT, Trichy.
P.Deepan, L.R. Sudha, Aircraft Detection in Remote Sensing Images Based on YOLOv3, International Conference on Advances in Computing and Information Technology, Sep 24-25, 2019, Dept. of Computer Science & Engineering, Annamalai University , pp. 1-6. Chidambaram, Dept. of Computer Science & Engineering, Annamalai University .
K. Jeyanthi, L.R Sudha , Dept. of Computer Science & Engineering, Annamalai University , International Conference on Advances in Computing and Information Technology, Sep 24-25, 2019, Dept. of Computer Science & Engineering, Annamalai University, pp. 168-171. Chidambaram, Dept. of Computer Science & Engineering, Annamalai University.
K. Jeyanthi, L.R Sudha , Feature selection for classification of imbalanced land cover data using Random Forest Recursive Feature Ellimination Algorithm, 4th International Conference on “Recent Trends in Engineering and Technology ICRTET19, May 3-4, 2019, St. Joseph's Institute of Technology, Chennai, pp. 225-231. Chennai, St. Joseph's Institute of Technology.
P.Deepan, L.R. Sudha, Fusion of CNN and Deep CNN for object classification in Remote Sensing Images , 4th International Conference on “Recent Trends in Engineering and Technology ICRTET19 , May 3-4, 2019, St. Joseph's Institute of Technology, Chennai, pp. 13-17. Chennai, St. Joseph's Institute of Technology.
K. Manikandan, L. R. Sudha, Analysis of Skin Lesions for Estimating the Risk of Melanoma and Its Classification, International Conference on Engineering Trends and Science & Humanities (ICETSH-2015), Mar 30-30, 2015, Imayam College of Engineering, Kannanur, pp. 4-9. Trichy, Imayam College of Engineering, Trichy.
M. Ramesh, L.R Sudha, Tri-Key Image and Data Hiding Technique, International Conference on Engineering Trends and Science & Humanities (ICETSH-2015), Mar 30-30, 2015, Imayam College of Engineering, Kannanur, pp. 10-16. Trichy, Imayam College of Engineering, Trichy.
3. L. R. Sudha, P. Madhan Kumar, Moving object detection and tracking for video surveillance, International Conference on Advances in Computer Science and Information Technology, Mar 28-29, 2014, Vels University, pp. 1-6. Chennai, Vels University.
4. L. R. Sudha, S.Thirupurasundari, Analysis and detection of haemorrhages and exudates in retinal images, International Conference on Advances in Computer Science and Information Technology, Mar 28-29, 2014, Vels University, pp. 1-6. Chennai, Vels University.
5. P. Deeban, L. R. Sudha, Motion detection algorithm for Live video surveillance systems, International Conference on International Conference on Electronics and Communication Engineering, Apr 6-6, 2012, Sri. Lakshmiammal Engineering college, pp. 47-47. Chennai, Sri. Lakshmiammal Engineering college.
6. J. Ravichandran, L. R. Sudha, Performance Analysis of MWB Filter with other filters in Removal of Random Valued Impulse Noise, International Conference on Electronics and Communication Engineering, Apr 6-6, 2012, Sri. Lakshmiammal Engineering college, pp. 48-48. Chennai, Sri. Lakshmiammal Engineering college.
2. L. R. Sudha, Dr. R. Bhavani, Biometric Authorization System by Video Analysis Of Human Gait in Controlled Environments, IEEE International Conference on Recent Trends in Information Technology, Jun 3-5, 2011, MIT, Anna University, Chennai, pp. 139-144. India, IEEE.
1 L. R. Sudha, Dr. R Bhavani, SVM Based Biometric Authorization System by Video Analysis of Human Gait, IEEE 3rd International Conference on Electronics Computer Technology, Kanyakumari, Apr 8-10, 2011, Kanyakumari, pp. 301-304. India, IEEE.
List of Popular Article
L.R. Sudha, R. Bhavani, Emerging Technologies in Intelligent Applications for Image and Video Processing, United States of America: Information Science Reference: IGI Global, 9781466696853, pp. 296-320. Jan 2016, https://www.igi-global.com/book/emerging-technologies-intelligent-applications-image/137138#:~:text=.
P.Deepan, L.R. Sudha, The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems, Intelligent Data-Centric Systems, Accademic Press: Elsevier, 978-0-12-816385-6, pp. 107-120. Jan 2020, https://www.sciencedirect.com/book/9780128163856/the-cognitive-approach-in-cloud-computing-and-inter.
P.Deepan, L.R. Sudha, Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication, Springer , Singapore: Springer, 978-981-16-0288-7, pp. 535-559. Jun 2021, https://link.springer.com/book/10.1007/978-981-16-0289-4.
P.Deepan, L.R. Sudha, Artificial Intelligence and IoT: Smart Convergence for Eco-friendly Topography, Springer, Singapore: Springer, 978-981-33-6399-1, pp. 223-244. Feb 2021, https://link.springer.com/book/10.1007/978-981-33-6400-4.
List of Awards /Honours / Memberships
IEI - M-152947-6
CSI - 00113152 (Life Member)