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Dr. Siva Raja P M

Assistant Professor, Department of Computer Science and Engineering, School of Computing, Nagercoil

Qualification: M.Tech., Ph.D
pm_sivaraja@nc.amrita.edu
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Google Scholar Profile
Scopus Author ID
Research Interest: Deep Learning, Medical Image Processing

Bio Publications FDP / Workshops Membership Awards Certification Conferences Attended
Bio

P.M. Siva Raja currently working as Assistant Professor at Amrita Vishwa Vidyapeetham, Nagercoil Campus. He received his B.Tech. degree in Information Technology Anna University, Chennai, India in 2005 and M.Tech. Degree from, Manonmaniam Sundaranar University, Tirunelveli, India in 2009.. Ph.D degree from Sathyabama Institute of Science and Technology,Chennai, Tamil Nadu, India,in 2018. He has over 18 years of experience in teaching, research and administration. His present research interests include Deep Learning in medical image processing.

Publications

Journal Article

Year : 2026

Brain Tumor Detection and Classification Using K-Means Segmentation Method

Cite this Research Publication : S. Anjana, S. Jacophine Susmi, P. M. Siva Raja, Brain Tumor Detection and Classification Using K-Means Segmentation Method, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2026, https://doi.org/10.1007/978-981-96-8895-1_16

Publisher : Springer Nature Singapore

Year : 2026

SEMD-Net: A transformer based approach for brain tumor segmentation and classification

Cite this Research Publication : S. Vidhya, P.M. Siva Raja, R.P. Sumithra, Moses Garuba, Xiao-Zhi Gao, SEMD-Net: A transformer based approach for brain tumor segmentation and classification, Neurocomputing, Elsevier BV, 2026, https://doi.org/10.1016/j.neucom.2026.132831

Publisher : Elsevier BV

Year : 2025

Paddy Crop Leaf Disease Classification Using Dense Kronecker Network

Cite this Research Publication : S. Veluchamy, Pon Bharathi A, Siva Raja P. M, Shaji D. S, Paddy Crop Leaf Disease Classification Using Dense Kronecker Network, Journal of Phytopathology, Wiley, 2025, https://doi.org/10.1111/jph.70087

Publisher : Wiley

Year : 2025

Mobile sink based efficient data gathering and routing using clustering based hybrid models

Cite this Research Publication : K. Ramanan, P. M. Siva Raja, Mobile sink based efficient data gathering and routing using clustering based hybrid models, Wireless Networks, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s11276-025-03958-8

Publisher : Springer Science and Business Media LLC

Year : 2025

Brain tumor detection with bi-directional cascade Gaussian kernel feature-generative adversarial networks

Cite this Research Publication : S. Anjana, P.M. Siva Raja, K. Rejini, Moses Garuba, A. Ananth, Brain tumor detection with bi-directional cascade Gaussian kernel feature-generative adversarial networks, Biomedical Signal Processing and Control, Elsevier BV, 2025, https://doi.org/10.1016/j.bspc.2025.107838

Publisher : Elsevier BV

Year : 2024

Blockchain‐Enabled Decentralized Healthcare Data Exchange: Leveraging Novel Encryption Scheme, Smart Contracts, and Ring Signatures for Enhanced Data Security and Patient Privacy

Cite this Research Publication : S. Vidhya, P. M. Siva Raja, R. P. Sumithra, Blockchain‐Enabled Decentralized Healthcare Data Exchange: Leveraging Novel Encryption Scheme, Smart Contracts, and Ring Signatures for Enhanced Data Security and Patient Privacy, International Journal of Network Management, Wiley, 2024, https://doi.org/10.1002/nem.2289

Publisher : Wiley

Year : 2023

Novel coding schemes for dual wavelength quantum cascade laser‐based free space optical links

Cite this Research Publication : P. Ashok, M. Ganesh Madhan, P. M. Siva Raja, S. Gopinath, Novel coding schemes for dual wavelength quantum cascade laser‐based free space optical links, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, Wiley, 2023, https://doi.org/10.1002/jnm.3162

Publisher : Wiley

Year : 2022

UNET-Based Deep Learning System for Disease Detection and Classification of Plants

Cite this Research Publication : P. M. Siva Raja, R. P. Sumithra, S. Vidhya, K. Ramanan, UNET-Based Deep Learning System for Disease Detection and Classification of Plants, Periodico Di Mineralogia, Vol.91., No.22,Pp: 835-845, ISSN: 0369-8963, 2022, Doi: https://doi.org/10.37896/Pd91.5/91561

Year : 2022

Tversky Similarity based Deep Neural Learning Classification for Engineering Alloys

Cite this Research Publication : P. M. Siva Raja, R. P Sumithra, K. Ramanan, Vidhya S., Tversky Similarity-based Deep Neural Learning Classification for Engineering Alloys, IOP Conference Series: Materials Science and Engineering 1258(1), 1-11, 2022.

Year : 2020

Brain tumor classification using a hybrid deep autoencoder with Bayesian fuzzy clustering-based segmentation approach

Cite this Research Publication : P.M. Siva Raja, Antony Viswasa rani, Brain tumor classification using a hybrid deep autoencoder with Bayesian fuzzy clustering-based segmentation approach, Biocybernetics and Biomedical Engineering, Elsevier BV, 2020, https://doi.org/10.1016/j.bbe.2020.01.006

Publisher : Elsevier BV

Year : 2019

Protected Cloud Storage in IoT Using Two Level Learning in Assist with Dual Offbeat Shielding Design

Cite this Research Publication : P. M. Siva Raja, E. Baburaj, Protected Cloud Storage in IoT Using Two Level Learning in Assist with Dual Offbeat Shielding Design, Wireless Personal Communications, Springer Science and Business Media LLC, 2019, https://doi.org/10.1007/s11277-019-06410-1

Publisher : Springer Science and Business Media LLC

Year : 2014

Genetic algorithms based data hiding scheme for digital images with LSBMR

Cite this Research Publication : P.M. Siva Raja, E. Baburaj, Genetic algorithms based data hiding scheme for digital images with LSBMR, International Journal of Information and Computer Security, Inderscience Publishers, 2014, https://doi.org/10.1504/ijics.2014.059787

Publisher : Inderscience Publishers

Conference Paper

Year : 2025

Multimodal Integration Techniques for Brain Cancer Detection using CT and MRI scan images

Cite this Research Publication : Rejini K, Sumithra R P, Vidhya S, Siva Raja P M, Ramanan K, Multimodal Integration Techniques for Brain Cancer Detection using CT and MRI scan images, Proceedings of the 2025 17th International Conference on Computer Modeling and Simulation, ACM, 2025, https://doi.org/10.1145/3761668.3761681

Publisher : ACM

Conference Proceedings

Year : 2025

Performance Measure of Deep Learning for Brian Tumor Image Analysis Using Domain Information

Cite this Research Publication : S. Anjana, S.Jacophine Susmi, P M Siva Raja, Performance Measure of Deep Learning for Brian Tumor Image Analysis Using Domain Information, 2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS), IEEE, 2025, https://doi.org/10.1109/icmlas64557.2025.10968412

Publisher : IEEE

Year : 2024

Brain Tumor Detection Using NMDTF-IP Image Segmentation Approach

Cite this Research Publication : T. Vickneswari, U. P. Uma Sree, T. Pratheeba, P. M. Siva Raja, Brain Tumor Detection Using NMDTF-IP Image Segmentation Approach, Algorithms for Intelligent Systems, Springer Nature Singapore, 2024, https://doi.org/10.1007/978-981-97-5791-6_9

Publisher : Springer Nature Singapore

Year : 2024

Advances in Multimodal Fusion of EHR and Medical Imaging Data Using deep learning techniques for advanced treatment of brain cancer

Cite this Research Publication : Siva Raja P M, Vidhya S, Sumithra R P, Anjana S, Rejini K, Ramanan K, Advances in Multimodal Fusion of EHR and Medical Imaging Data Using deep learning techniques for advanced treatment of brain cancer, Proceedings of the 2024 8th International Conference on Algorithms, Computing and Systems, ACM, 2024, https://doi.org/10.1145/3708597.3708613

Publisher : ACM

Year : 2021

Automatic Glaucoma Diagnosis Based on Photo Segmentation with Fundus Images

Cite this Research Publication : P. M. Siva Raja, R. P. Sumithra, G. Thanusha, Automatic Glaucoma Diagnosis Based on Photo Segmentation with Fundus Images, 2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE), IEEE, 2021, https://doi.org/10.1109/iccike51210.2021.9410772

Publisher : IEEE

Year : 2021

Energy Efficient Geo-distributed Data Center Resizing Markov Chain Model

Cite this Research Publication : P. M. Siva Raja, C. Sahaya Kingsley, Energy Efficient Geo-distributed Data Center Resizing Markov Chain Model, Lecture Notes in Networks and Systems, Springer Singapore, 2021, https://doi.org/10.1007/978-981-16-0980-0_4

Publisher : Springer Singapore

Year : 2020

Lesion Localization and Extreme Gradient Boosting Characterization with Brain Tumor MRI Images

Cite this Research Publication : P. M. Siva Raja, K. Ramanan, Lesion Localization and Extreme Gradient Boosting Characterization with Brain Tumor MRI Images, Lecture Notes on Data Engineering and Communications Technologies, Springer Singapore, 2020, https://doi.org/10.1007/978-981-15-0978-0_39

Publisher : Springer Singapore

Year : 2019

Damped Least-Squares Recurrent Deep Neural Learning Classification For Glaucoma Detection

Cite this Research Publication : P.M. Siva Raja, K. Ramanan, Damped Least-Squares Recurrent Deep Neural Learning Classification For Glaucoma Detection, 2019 International Conference on Data Science and Engineering (ICDSE), IEEE, 2019, https://doi.org/10.1109/icdse47409.2019.8971799

Publisher : IEEE

Year : 2018

QR code based image steganography via variable step size firefly algorithm and lifting wavelet transform

Cite this Research Publication : P. M. Siva Raja, E. Baburaj, QR code based image steganography via variable step size firefly algorithm and lifting wavelet transform, Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, ACM, 2018, https://doi.org/10.1145/3184066.3184095

Publisher : ACM

Year : 2013

Edge Based LSBMR Scheme for Hiding Secret Messages with Genetic Algorithms

Cite this Research Publication : P. M. Siva Raja, E. Baburaj, Edge Based LSBMR Scheme for Hiding Secret Messages with Genetic Algorithms, Lecture Notes in Electrical Engineering, Springer India, 2013, https://doi.org/10.1007/978-81-322-0997-3_4

Publisher : Springer India

Year : 2013

An efficient data embedding scheme for digital images based on particle swarm optimization with LSBMR

Cite this Research Publication : P.M. Siva Raja, E. Baburaj, An efficient data embedding scheme for digital images based on particle swarm optimization with LSBMR, Third International Conference on Computational Intelligence and Information Technology (CIIT 2013), Institution of Engineering and Technology, 2013, https://doi.org/10.1049/cp.2013.2568

Publisher : Institution of Engineering and Technology

FDP / Workshops
  1. Attended 7 days FDP on 24-06-2018 to 30-06-2018 in “Data Analytics” at Amrita college of Engineering and Technology sponsored by Anna University, Chennai.
  2. Attended 7 days FDP on 07-12-2012 to 13-12-2012 in “Digital Image Processing”at Anna University Regional Centre, Tirunelveli.
  3. Attended 15 days AICET Sponsored FDP on 15-09-2011 to 28-09-2011 in “Soft Computing with AI” at Sri Sai Ram Institute of Technology, Chennai. sponsored by AICTE.
  4. Attended one day FDP on “Modern Teaching Methods and Research in Engineering and Technology” – Conducted by Sathtabama University, Chennai
  5. Attended three days FDP on 16/6/2011,17/6/2011,18/6/2011 in “Recent Research Trends in Computers and Communication” at sun college of Engineering & Technology.
Membership
  1. Institute of Electrical and Electronics Engineers (IEEE) (94247607)
  2. Indian Society for Technical Education (MISTE) – (LM136129)
  3. Association for Computing Machinery (ACM) – (9662473)
Awards
  • Received “Faculty Excellence Award” from SNS Institutions, Coimbatore on 27th December 2024.
  • Received “Best Researcher” award for the academic year 2023-2024 from Amrita College of Engineering and Technology.
Certification

Advanced Certification Programme in Generative AI and Prompt Engineering by Indian Institute of Science (IISc) Bangalore.

Conferences Attended
  1. P. M. Siva Raja, R.P Sumithra, S. Vidhya and Abinilla, EISOS-WRC Techniques for Image Recognition using Enhanced Isocentric Segmentation, 13th National Conference on Intelligent Signal Processing, Communication and VLSI Design (NCSCV-2021), Anna University Regional Campus, Coimbatore.
  2. P.M.Siva Raja, E.Baburaj, The Performance analysis of the Steganographic Technique using GA and PSO with Lsbmr, National Conference on Computing and Communication (NCCC 2014), April 3rd & 4th, 2014, Anna University Regional Centre, Tirunelveli.
  3. P.M.Siva Raja, E.Baburaj, Data Embedding Technique for Palette scale images using derived Genetic Algorithms, National Conference on Innovations in Computational Intelligent Techniques (NCICIT 2014), April 10th & 11th, 2014, Anna University Regional Centre, Coimbatore, Tamil Nadu, Pg.1-7.
  4. P.M.Siva Raja, E.Baburaj, Information Hiding Scheme For Digital Images Based On Genetic Algorithms, In a National Conference on Recent Trends in Communication, Computation and Signal Processing (RTCSP ‘14), pp 135-138, Feb 2014, Amrita University, Coimbatore.
  5. P.M.Siva Raja, E.Baburaj, Texture Feature Fusion Based Unsupervised Segmentation, in a National Level Technical Conference, Web Tops at Jaya Engineering College, Chennai on 2nd, April, 2009.
  6. P.M.Siva Raja, E.Baburaj ,Color Demosaiting and zooming algorithm”, in a National Level Technical Conference, Blooming Techniques in IT(NACOBIT’09) at Pavendar Bharathidasan college of Engineering & Technology on 23rd Sep, 2009.
  7. P.M.Siva Raja, E.Baburaj , Steganography in Image using Pixel Replacement Technique, in a National Level Technical Conference, at Holy Cross College on 4 & 5th, Dec, 2009.
  8. Presented a research paper “Automating Tumour Localisation in Brain MRI Images by Utilizing a Reward Function based on Reinforcement Learning ” at the 7th Asia Conference on Machine Learning and Computing, held from 25th to 27th July 2025 at the Hong Kong University of Science and Technology, Hong Kong, China. 
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