Assistant Professor

Image Processing

Signal Processing ,Image Processing

1. Sugitha. N, Arivazhagan. S 2013, “A new combined image denoising scheme for mixed noise reduction’, International Review on Computers and Software, Vol. 8, No.6, pp. 1407-1415, January 2013. (Scopus Indexed)

2. Arivazhagan. S, Sugitha. N, Vijay, A, “A novel image denoising scheme based on fusing multiresolution and spatial filters”, Signal Image and Video Processing, Vol. 9, No. 4, pp 885–892, May 2015 (SCI Indexed, Impact factor -2.157)

3. T.Kosalai, Sugitha. N, J.P. Jayan, “High Density Impulse Noise Reduction from Colour Images using Combined Adaptive Vector Median Filter and Weighed Mean Filter” International Journal of Scientific Research in Computer Science , Engineering and Information Technology, Vol.3, pp.624-632, May 2018 .(UGC approved, Google scholar)

4. M.S.Sujithra, Sugitha. N,“A Survey: Restoration of Compressed Image” International Journal of Engineering and Technology, Vol.4, Issue 4, pp.5168-5173, 2018.(Google Scholar)

5. Renjan, J, Sugitha, N. “Salt and Pepper Noise Removal in Grayscale Images using Adaptive Type-2 Fuzzy Approach”, International Journal of Research and Analytical Reviews, Vol. 6, No. 2, pp. 687 - 695, 2019.(UGC approved)

6. M.S.Sujithra and Sugitha N, “ Sparse Coding Strategies and Sparse Dictionary Learning”, Journal of Advanced Research in Dynamical & Control Systems, Vol. 11, 07-Special Issue, pp. 1407-1413, August-2019 (Scopus indexed – SJR: 0.11 )

7. Ritty Jacob and Sugitha.N “Real Time Vision Based Fingertip Detection Strategies”, International Journal of Innovative Technology and Exploring Engineering(TM), Vol. 9, Issue. 2, pp.3532-3536, December-2019. 

(Scopus indexed, Impact factor-1.27)

8. M.S.Sujithra and Sugitha.N “Restoration of Compressed Image using Hard Thresholding Method” International Journal on Emerging Technologies, Vol.11, Issue-3,pp. 975-982, May 2020 (Scopus indexed, Impact factor-3.1)

9. Shiny.K.V Sugitha.N Swaminathan.B Bhuvaneswaran. B, “Enhancement in Segmentation of Brain Tumors on MRI using Region Growing Algorithm” Indian Journal of Public Health Research and Development. Vol.10. No.7, July 2019.(Scopus Indexed, Impact factor- 0.26)

10. Shiny. K.V, Sugitha. N, “Automatic Brain Tumor segmentation on Preoperative and Postoperative MRI” International Journal of Scientific Research in Science and Technology, Vol. 9 , No. 1, pp. 1068-1076,April 2021. ( UGC Approved, google scholar).

11. Shiny. K.V, Sugitha. N, “Study and Analysis of Various Automatic Brain Tumour Segmentation and Classification” Turkish Journal of Computer and Mathematics Education, Vol.10. No.7 pp.6106-6165, May 2021. (Scopus Indexed, Impact factor-0.33))

12. Shiny. K.V, Sugitha. N, “Effective Brain Tumor Classification on MRI using Deep Belief – Convolution Neural Network with Pixel Change Detection Based on Pixel Mapping Technique” Webology Journal, Vol.18. No.5 pp.1096-1117, Dec. 2021. (Scopus Indexed, Impact factor-0.33).

13. Asiya, Sugitha.N ,”Efficient Machine Learning Model to Identify the Lung Cancer using Dynamic Feature Extraction” Journal of Science and Technology,Vol.7, No.1, Jan-Feb 2022.(Google Scholar)

14. S. Sujithra., N. Sugitha,”Compressed Image Restoration by Combining Trained Dictionary with Plug and Play Framework”, Wireless Personal Communications, pp.2082-2829, Vol.24. No.4, June 2022. (SCIe Indexed, Impact Factor – 1.671).

15. Ritty Jacob , Sugitha. N , “A Review on Vision Based Real Time Fingertip    Detection Approaches” Iraqi Journal of Science-Accepted.(Scopus Indexed, Impact factor-0.75 )

16. Shiny. K.V, Sugitha. N, “BIR-CAT Optimization Technique for Automatic Segmentation and Classification of Brain Tumors on Pre and Post-Operative MRI” Peridico di Mineralogia pp.1080-1095.Vol.91, No.4, 2022 (SCIe indexed, impact factor-0.75)

17. Asiya, Sugitha. N,” Systematic Review on Lung Cancer Prediction and Classification” Advanced Engineering Science, pp.2096-3246, Vol.54, No.2, Oct-2022 (Scopus indexed, Impact factor-0.66)

18. Shiny. K.V, Sugitha.N ”Bircat Optimization for Automatic Segmentation of Brain Tumors and Pixel Chane Detection Using  Post Operative MRI images” Journal of  Digital Imaging, Published online in December-2022( SCIe indexed, Impact factor-4.903)

19. Parameswaran Nampoothiri.V, Sugitha.N ”Analysis of copy move Forgrey detection Process using Fuzzy C means based Deep Learning Algorithm in Digital Image” Semiconductor Optoelectronics, pp.423-440, Vol.41, No.11, December 2022,(Scopus Indexed, impact score-.58)

20. Parameswaran Nampoothiri.V, Sugitha.N ” An Optimized Fuzzy C-Means with Deep Neural Network for Image Copy-Move Forgery Detection” Semiconductor Optoelectronics, pp.546-4552, Vol.41, No.11, December 2022,(Scopus Indexed, impact score-.58)

21. Santhosh.S, Sugitha.N ” Crime Rate Analysis and Mapping using Deep Neural Networks from Socio-Economic Data” Semiconductor Optoelectronics, pp.407-422, Vol.41, No.11, December 2022,(Scopus Indexed, impact score-.58) ISSN- 1001-5868

22. Santhosh.S, Sugitha.N ” Hybrid Crime Prediction Model Using Support Vector Neural  Networks”  Semiconductor Optoelectronics, pp.407-422, Vol.41, No.11, December      2022,(Scopus Indexed, impact score-.58) ISSN- 1001-5868

23. Asiya, N.Sugitha,”Automatically Segmenting and Classifying the Lung Nodules from CT Images” International Journal of Intelligent Systems and Applications pp.271-281, Vol.12.No.1,January  2024, 12(1s), (scopus Indexed)

[alert]National & International Conference:

[alert]NATIONAL CONFERENCES

1.. Sugitha,N & Greeshma Nair,2008, “Contourlet Transform Based image Denoising”, Proceedings of the National Conference on Networks, Image and Security, Noorul Islam College of Engineering.

2. Sujithra,M,S & Sugitha,N 2018, “Sparse Coding and Dictionary Learning”, Proceedings of the National Conference on Emerging Technologies, MES College of Engineering and Technologies, Kunnukara.

3. Shiny K.V, & Sugitha.N, 2019 “Enhancement in brain tumor Segmentation on pre-operative MR images” Proceedings of National Conference on Innovative Computing & Engineering, Noorul Islam Centre for Higher Education, Kumaracoil, pp. 175-180.

4. Shiny. K.V, Sugitha, 2021 “Enhancement in Brain Tumor Segmentation on Pre-operative MR Images” in the ‘Proceedings of the National Conference on Computational and Scientific Era (NCCSE ’21)’ organized by the Department of Computer Science and Engineering, Noorul Islam centre for Higher Education, ISBN:978-93-5473-452-6.

[alert]INTERNATIONAL CONFERENCES

1. Sugitha. N & Arivazhagan. S 2009, “Contourlet based image denoising”, Proceedings of International Conference on Innovative Computing, Information and Communication Technology, Sai Ram Engineering College, Chennai.

2. Sugitha. N & Arivazhagan. S 2010, “Performance analysis of multiresolution image denoising schemes”, Proceedings of IEEE International Conference on Communication, Control and Computing Technologies, St. Xavier’s Catholic College of Engineering, Nagercoil, pp. 413-418.

3. Arivazhagan. S. Sugitha. N & Vijay. A 2011, “Adaptive spatial and multiresolution approach for image denoising”, Proceedings of IEEE International Conference on Signal Processing, Communication Computing and Networking Technologies, Noorul Islam Center for Higher Education, Kumaracoil, pp. 812-817.

4. Arivazhagan, S, Sugitha, N & Vijay, A 2012, “A new hybrid image restoration method based on fusion of spatial and transform domain methods”, Proceedings of IEEE International Conference on Recent Advances in Computing and Software Systems, Sri Sivasubramania Nadar College of Engineering, Chennai, pp. 48-53.

5. Parameswaran Nampoothiri.V & Sugitha. N 2016 “Digital Image Forgery A Threaten to Digital Forensics”, Proceedings of IEEE international conference on circuit, Power and Computing Technologies, Noorul Islam Center for Higher Education, Kumaracoil. DOI: 10.1109/ICCPCT.2016.7530370

6. Shiny. K.V, Sugitha. N Swmaminathan.B & Bhuvaneswaran. B,2019 “Enhancement in Segmentation of Brain Tumors on MRI using Region Growing Algorithm” Proceedings of the International conference on contemporary Engineering and Technology, Prince Lord Venkadeshvara Padmavathy Engineering College, Chennai.

7. Ritty Jacob & Sugitha. N 2019 “A Study on Real Time Hand Gesture Recognition Techniques” Proceedings of International Conference on Networks, Images and Security, Noorul Islam Centre for higher education, Kumaracoil, pp. 91-97.

8. Santhosh. S & Sugitha.N, 2019 “Geographical Information System based Crime analysis and mapping techniques in Public Safety Management-A Survey ” Proceedings of International Conference on Networks, Images and Security, Noorul Islam Centre for higher education, Kumaracoil.

9. Shiny. K.V, Sugitha. N, 2021“Automatic Brain Tumor segmentation on Preoperative and Postoperative MRI” Proceedings of International Conference on Advances in Materials, Computing and Communication Technologies” (ICAMCCT 2021),Annai Velankanni College of Engineering College, kanyakumari.

10. Shiny. K.V, Sugitha. N, 2021, “Effective Brain Tumor Classification using Deep Belief-Convolutional Neural Network with Pixel Change Detection Based on Pixel Mapping” Proceedings of 9th International Conference on Contemporary Engineering and Technology, Prince Lord Venkadeshvara Padmavathy Engineering College, Chennai.

11. Sujithra .M.S. & Sugitha .N,2021 “Restoration of Compressed image: using Modified Plug and Play framework”, Proceedings of International Conference on Engineering and Advancement in Technology, LORDS Institute of Engineering and Technology, Telengana.

12. M. S. Sujithra, N. Sugitha, “Restoration of Compressed image: using Modified Plug and Play framework with varying regularizer”, Recent Innovations in Computer and Communication, Rohini College of Engineering and Technology, in collaboration with ISMASI, AZTECA University, Mexico, North America, 2021, August 9.

13. N. Sugitha, Mirrahashini K, Harish M K, Devakumar G, Praveen Kumar S “Smart Garbage Monitoring System with dynamic Programming Model” 7th International Conference on Computing methodologies and Communication ICCMC-23, 23-25 Feb 2023.

14. S.Abinaya, G.Aswini,N.Sugitha,”Enhancing Smart Logistics and Fleet Management Using Internet of Things” International Conference on Intelligent Technologies and  Sustainable  Electric and Communication Systems(iTech SECOM)PSG institute of technology and applied research, Coimbator-641062, December-23.

15.K.Kanimozhi,S. Kirthika Shree,N.Sugitha,”Detection of Plant Disease  for paddy Crop  using  an Ensemble of CNNs” International Conference on  Recent Trends in  Advanced computing Theme: Cutting Edge Technologies in Computing-SDG(ICRTAC 2023 ),Vellore Institute of Technology,Chennai, December -23.

16.Asiya,N.Sugitha,”An Optimized Neural Network Model to Classify Lung Nodules  from CT scan Images” 5th international Conference on Communication and  intelligent SystemsICCIS 2023),Malavia  National Institute of Technology, Jaipur, December-23.

17. Surya Durgesh Reddy,A Ramesh & N.Sugitha,”Artificial Intelligence for Intelligent Transportation Systems in Smart Cities” 5th International Conference on Power and Embedded  Drive Control(ICPEDS-24),Sri Siva Subramania Nadar College of Engineering,Chennai, January-24.

[alert]Working Papers:

[alert]Work in Progress:

Academic Experience: 23 years

[alert]Guideship Details:

Recognized supervisor for guiding Ph.D / M.Phil scholars of Noorul Islam Centre of Higher Education, Kumaracoil, and presently guiding 4 Ph.D Full-time scholars.

[alert]Professional Development Activities:

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[alert]Memberships: Life member of ISTE