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Faculty Member Details

Staff Id : 03523
Name : Dr. AN. SIGAPPI
Designation : PROFESSOR
Department : COMPUTER SCIENCE & ENGG.
Qualification : B.E.,M.E.,Ph.D.,
Specialization : Image Processing, Machine Learning, Deep Learning, IoT
Date of Birth : 29-08-1972
Date of Joining : 11-12-1995

Present Address Contact Number E-Mail Address
48/5, South Car Street,
Behind Kala Kadalai Mandi
Chidambaram - 608 001		9486788405an.sigappi@gmail.com

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 30-
Ph.D. 47


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 2---2
Conducted 111-4


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

Teaching and Research Experience Industry Experience
29 Years1 Years

Journals Conference Books Published Popular Article
National International National International
- 31 4 5 2 -

List of Publications - International
A.Vijaya Mahendra Varman, AN. Sigappi, "Classification of Documents using Deep Learning Architectures.", High Technology Letters, Volume 30, Number 9, Sep 2024, pp. 58-65. 2024.
A. Vijaya Mahendra Varman, AN. Sigappi, "Digitized Document Classification Using Machine Learning and Deep Learning A Survey.", International Journal of Computer Engineering and Technology (IJCET), Volume 15, Number 4, Jul 2024, pp. 29-38. 2024.
S. Sathish Kumar, AN. Sigappi, G. Arun Sampaul Thomas, Y. Harold Robinson, S. P. Raja, "Classification and Analysis of Pistachio Species Through Neural Embedding-Based Feature Extraction and Small-Scale Machine Learning Techniques.", International Journal of Image and Graphics, Volume 1, Number A, Mar 2023, pp. 1-10. 10.1142/s0219467824500323.
Kalaimani, M, Sigappi, AN , "Implementation of VGG Models for Recognizing Mudras in Bharathanatyam Dance’.", International Journal of Intelligent Systems and Applications in Engineering, Volume 12, Number 3S, 2023, pp. 306-319. 2023.
Kalaimani, M, Sigappi, AN , "Posture Recognition in Bharathanatyam images using 2D-CNN.", Data and Metadata, Volume 2, Number ID 136, 2023, pp. 1-9. doi:10.56294/dm2023136.
S Premkumar. AN Sigappi, "IoT-enabled edge computing model for smart irrigation system.", Journal of Intelligent Systems, Volume 31, Number 1, May 2022, pp. 632-650. 10.1515/jisys-2022-0046.
Kalaimani, M, Latha, B, Sigappi, AN , "Survey on Hand Gesture Recognition in Bharathanatyam Mudras.", TELEMATIQUE, Volume 21, Number 1, 2022, pp. 7561-7577. 2022.
S Premkumar. AN Sigappi, "Processing capacity-based decision mechanism edge computing model for IoT applications.", Computational Intelligence – Wiley Library, Volume 39, Number 4, Jun 2022, pp. 532-553. https://doi.org/10.1111/coin.12541.
S.Premkumar, AN Sigappi, "ASIS Edge Computing Model to Determine the Communication Protocols for IoT Based Irrigation.", Journal of Mobile Multimedia (River Publisher), Volume 18, Number 3, Feb 2022, pp. 885-915. 2022/https://doi.org/10.13052/jmm1550-4646.18321.
Dr. Puspita Dash, Dr. AN. Sigappi, Dr. Susil Pani, "Classification of Retinal Diseases from OCT images using 2D- Convolutional Neural Networks.", International Journal of Future Generation Communication and Networking , Volume 14, Number 1, Feb 2021, pp. 5049-5060. 2021.
S.Premkumar, AN Sigappi, "Task Scheduling Scheme using Resource Allocationfor Edge Computing Model.", International Journal of Mechanical Engineering ( Kalahari Journals), Volume 6, Number Special Issue, Dec 2021, pp. 426-436. 2021/https://kalaharijournals.com/resources/SP-Vol.6-62.pdf.
R. Thendral and AN. Sigappi, "Stacked Bidirectional Long Short Term Memory Models to predict Protein Secondary Structure.", International Journal of innovative Technology and Exploring Engineering, Volume 9, Number 3, Jan 2020, pp. 1605-1608. 2020.
R. Thendral and AN. Sigappi, "Protein Secondary Structure Prediction using Recurrent Neural Networks.", International Journal of Recent Technology and Engineering, Volume 8, Number 5, Jan 2020, pp. 660-663. 2020.
S. Premkumar and AN. Sigappi, "A Survey of Architecture, Framework and Algorithms for Resource Management in Edge Computing.", EAI Endorsed Transactions on Energy Web, Volume 8, Number 33, Dec 2020, pp. 1-24. 10.4108/eai.23-12-2020.167788.
R. Thendral and AN. Sigappi, "Protein Secondary Structure Prediction with Gated Recurrent Neural Networks.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 9, Number 2, Dec 2019, pp. 3915-3918. 2019.
R. Thendral and AN. Sigappi, "Protein Sequence Classification with Machine Learning Classifier.", Infokara Research, Volume 8, Number 11, Nov 2019, pp. 2251-2258. 2019.
Puspita Dash and AN. Sigappi, "Classifiers for Detection of Retinal DME Diseases in B-SCAN OCT Images using Image Processing Techniques.", International Journal of Emerging Technology and Advanced Engineering, Volume 8, Number 2, Feb 2018, pp. 96-101. 2018.
Puspita Dash and AN. Sigappi, "Detection and Recognition of Diabetic Macular Edema from OCT Images based on Local Feature Descriptor.", International Journal of Pure and Applied Mathematics, Volume 119, Number 12, May 2018, pp. 1-8. 2018.
R. Abinaya and AN.Sigappi, "A keystroke dynamic based biometric for person authentication.", International Journal of Pure and Applied Mathematics, Volume 118, Number 5, Feb 2018, pp. 769-783. 2018.
Puspita Dash and AN. Sigappi, "Automatic Detection of Diabetic Macular Edema from B-SCAN OCT Images based on Pattern Classification Techniques.", Eurasian Journal of Analytical Chemistry, Volume 13, Number 3, Mar 2018, pp. 219-230. 2018.
R. Abinaya and AN.Sigappi, "Biometric Authentication of Age and Gender prediction using GREYC Keystroke Dynamics Dataset.", International Journal of Scientific Research in Science, Engineering and Technology, Volume 5, Number 3, Apr 2018, pp. 289-297. 2018.
R. Abinaya and AN.Sigappi, "Identification of Genuine User/Imposter by Keystroke Dynamic Dataset Using Machine Learning Techniques.", International Journal of Advanced Research Trends in Engineering and Technology (IJARTET), Volume 5, Number 12, Apr 2018, pp. 903-913. 2018.
R. Abinaya and AN.Sigappi, "Machine Learning based Biometric for Person Authentication using BeiHang Keystroke Dynamic Dataset.", International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 7, Number 3, May 2018, pp. 1-13. 2018.
R. Abinaya and AN.Sigappi, "Biometric Identification of a Genuine User/Imposter from Keystroke Dynamics Dataset.", International Journal of ChemTech Research, Volume 11, Number 8, Jun 2018, pp. 147-160. 2018.
R. Abinaya and AN.Sigappi, "Deep learning based Soft Biometric Identification of Age and Gender using GREYC Keystroke Dynamics.", Journal of Advanced Research in Dynamical and Control Systems, Volume 10, Number 8, Jul 2018, pp. 1429-1443. 2018.
Puspita Dash and AN. Sigappi, "Detection and Classification level of Severity of DME in Optical Coherence Tomography Images.", Journal of Advanced Research in Dynamical and Control Systems, Volume 10, Number 13, Dec 2018, pp. 125-133. 2018.
AN. Sigappi and S. Palanivel, "Spoken query based word spotting in digitized Tamil documents.", Springer Journal of AI and Society, Volume 29, Number 1, Feb 2014, pp. 113-121. 2014.
AN. Sigappi and S. Palanivel, "AANN-based online handwritten Tamil character recognition.", Springer Lecture Notes in Electrical Engineering, Volume 188, Number -, Mar 2013, pp. 35-42. https://doi.org/10.1007/978-81-322-1035-1-4.
AN. Sigappi and S. Palanivel, "Query word image based retrieval scheme for handwritten Tamil documents.", International Journal of Applied Information Systems, Volume 1, Number 1, Nov 2012, pp. 1-5. 2012.
AN. Sigappi and S. Palanivel, "Spoken word recognition strategy for Tamil language.", International Journal of Computer Science Issues (IJCSI), Volume 9, Number 1, Jan 2012, pp. 227-233. 2012.
AN. Sigappi, S. Palanivel, and V. Ramalingam, "Handwritten document retrieval system for Tamil language.", International Journal of Computer Applications (IJCA), Volume 31, Number 4, Nov 2011, pp. 42-47. 2011.
List of Conferences - National
R. Abinaya and AN.Sigappi, Survey of Biometric Systems: Evolution and Challenges, National Conference on Multimedia Signal Processing and Applications, Feb 12-13, 2016, Annamalai University, pp. 139-144. Annamalainagar, Annamalai University.
Puspita Dash and AN. Sigappi, Diabetic Macular Edema – its Classification and Quantitative assessment using Optical Coherence Tomography, National Conference on Multimedia Signal Processing and Applications, Feb 12-13, 2016, Annamalai University, pp. 164-169. Annamalainagar, Annamalai University.
J. Vignesh, AN. Sigappi, S. Palanivel, Automated postal address segmentation, National Conference on High Performance Computing, Apr 6-6, 2013, IFET College of Engineering, Villupuram, pp. 17-23. IFET College of Engineering, Villupuram, IFET College of Engineering.
AN. Sigappi and S. Palanivel, AANN-based online handwritten Tamil character recognition, 36th National Systems Conference (NSC) 2012, Dec 6-8, 2012, Annamalai University, pp. 19-22. Annamalainagar, Systems Society of India and Annamalai University.
List of Conferences - International
S. Premkumar, AN.Sigappi , Edge Computing Model for Automatic Switching with Instant Alert Generation in IIoT Scenario, International Conference on Advances in Computing and Information Technology (ICACIT’19), Sep 24-25, 2019, Dept. of CSE, Annamalai University, pp. 448-452. Annamalainagar, Annamalai University.
Puspita Dash and AN. Sigappi, Detection and Classification of Retinal Diseases in Spectral Domain Optical Coherence Tomography Images based on SURF Descriptors, IEEE International Conference on Systems, Computation, Automation & Networking, Jul 6-7, 2018, Manakula Vinayagar Institute of Technology, Puducherry, pp. 85-90. Manakula Vinayagar Institute of Technology, Puducherry, Manakula Vinayagar Institute of Technology.
R. Abinaya and AN.Sigappi, Biometric Authentication of Age and Gender Prediction by Using GREYC- Keystroke Dynamics Dataset, Proceedings of the National Conference on Emerging Trends in RF & Engineering Sciences (ETRES’18), Apr 26-27, 2018, Annamalai University, pp. 22-23. Annamalai University, Chidmabaram, Annamalai University.
Puspita Dash and AN. Sigappi, Denoising and Segmentation of Retinal Layers in Optical Coherence Tomography Images, International Conference on Electrical, Electronics, Materials and Applied Science (ICEEMAS 2017), Dec 22-23, 2017, Swami Vivekananda Institute of Technology, Secunderabad, Telangana, pp. 1-9. Swami Vivekananda Institute of Technology, Secunderabad, Telangana, Swami Vivekananda Institute of Technology.
V. Rajeshwari and AN. Sigappi, Writer Identification using Machine Learning Techniques, International Conference on Research and Development in Information and Communication Technology (ICRDICT-2015), May 8-9, 2015, E. G. S. Pillay Engineering College, Nagapattinam, pp. 1-5. Nagapattinam, E. G. S. Pillay Engineering College.
List of Book Published
S.Premkumar, AN Sigappi, Functional framework for edge-based agricultural system, Elesevier Publisher: Intelligent Data-Centric Systems, 978-0-12-823694-9, pp. 71-100. Nov 2021, https://doi.org/10.1016/B978-0-12-823694-9.00029-3.
Puspita Dash, AN Sigappi, Detection of DME in OCT Images Based on Histogram Descriptor, Singapore: Springer, 978-981-19-4299-0, pp. 357-371. Nov 2022, https://link.springer.com/chapter/10.1007/978-981-19-4300-3-31.

List of Awards /Honours / Memberships
Life Member of ISTE - LM 94022

List of Awards
Best Paper Award of 36th Nat. Systems Conference (2012) - Systems Society of India and Annamalai Universit - 2012