Dr.N. Sasirekha, M.E., Ph.D.,

Dr.N. Sasirekha, M.E., Ph.D.,
Associate Professor - ECE,
sasirekha.n@sontech.ac.in,
Teaching - 20 years
Specialization - Medical Image Processing


Journals

  1. Sasirekha Natarajan, Smitha Kurian, Parameshachari Bidare Divakarachari, Przemysław Falkowski-Gilski, "An automated learning model for twitter sentiment analysis using Ranger AdaBelief optimizer based Bidirectional Long Short Term Memory," Expert Systems, vol.41, no. 9, pp.1-19, 2024, https://doi.org/10.1111/exsy.13610.
  2. N. Sasirekha, R. Anitha, Vanathi T and Umarani Balakrishnan, "Automatic liver tumor segmentation from CT images using random forest algorithm," The Scientific Temper, vol. 14, no.3, pp.696-702, 2023, Doi: 10.58414/SCIENTIFICTEMPER.2023.14.3.19.
  3. N. Sasirekha, Jayakumar Karuppaiah, Yuvaraja Thangavel, K G Parthiban, "Classification of mammograms by breast density," The Scientific Temper, vol. 14, no.3, pp.811-815, 2023, Doi: 10.58414/SCIENTIFICTEMPER.2023.14.3.38.
  4. N. Sasirekha, Jayakumar Karuppaiah, Himanshu Shekhar and N. Naga Saranya, "Breast cancer detection using Histopathology Image with Mini-Batch Stochastic Gradient Descent and Convolutional Neural Network," Journal of Intelligent & Fuzzy Systems, vol.45, pp.4651–4667, 2023, DOI: 10.3233/JIFS-231480.
  5. N. Sasirekha, I. Poonguzhali, Himanshu Shekhar and S. Vimalnath, "Liver tumour detection and classification using partial differential technique algorithm with enhanced convolutional classifier," Journal of Intelligent & Fuzzy Systems, vol.45, pp.7939–7955, 2023, DOI: 10.3233/JIFS-232218.
  6. Z. H. Mahmoud, H. N. K. AL-Salman, H. H. Hussein, A. H. Adhab, K. Al-Majdi, T. Rasheed, H. A. Abdulhussien, N. Sasirekha, A. N. Abd and E. Kianfar, "Organic chemical Nano sensors: synthesis, properties, and applications," Brazilian Journal of Biology, vol. 84, pp.1-15, 2024, https://doi.org/10.1590/1519-6984.268893.
  7. S. Jayapoorani, Digvijay Pandey, N. Sasirekha, R. Anand, Binay Kumar Pandey, "Systolic optimized adaptive filter architecture designs for ECG noise cancellation by Vertex-5," Aerospace Systems, https://doi.org/10.1007/s42401-022-00177-3.
  8. Sasirekha N, Shreenivas K M, Swetha N, "Smart Cafeteria," Journal of Survey in Fisheries Sciences, vol.10, pp.1120-1125, 2023.
  9. R. Sreelakshmy, Anita Titus, N. Sasirekha, E. Logashanmugam, R. Benazir Begam, G. Ramkumar, and Raja Raju, "An Automated Deep Learning Model for the Cerebellum Segmentation from Fetal Brain Images," BioMed Research International, vol. 13, 2022, https://doi.org/10.1155/2022/8342767.
  10. N. Sasirekha, G. Ravi, K. Saranya, P. Vivekkarthik, N. Amsaraj, A. Natarajan, R. Suriya, E. Dhamothiran, "Vehicle Tracking And Student Monitoring System," International Journal of Early Childhood Special Education, Vol 14, Issue 04, 2022.
  11. N. Sasirekha, G. Ravi, J. Harirajkumar, C. Kanmani, "A Desicive Technology to Predict and Track Covid-19 Using Artificial Intelligent (AI)," Turkish Journal of Computer and Mathematics Education, vol.12 no.11, pp.5487-5492, 2021.
  12. N. Sasirekha, P. Vivek Karthick, T. Premakumari, J. Harirajkumar, S. Aishwarya, "Noise Removal in ECG Signal Using Digital Filters," European Journal of Molecular & Clinical Medicine, vol. 07, no.02, 2020.
  13. N. Sasirekha, M. Susaritha, S. Vijayasaarathi, B.J. Gowdhaman, S. Gokul Nath, P. Elavarasan, "Pipe Cleaning Robot Using Microcontroller," Turkish Journal of Computer and Mathematics Education, vol.12 no.11, pp. 5493-5497, 2021.
  14. J. Harirajkumar, K. Saranya, N. Sasirekha, S. Saran, R. Abimanyu, N. Tejas, "Smart Parking System," Turkish Journal of Computer and Mathematics Education, vol.12 no.11, pp.5504-5509, 2021.
  15. N. Sasirekha, M. Susaritha, M. Dharshini A B, Elakkiya D. Indhumathi, E.Jothimeena, "Automatic Waste Segregator for Future World," International Journal of Pharmaceutical Research, vol. 12, no.2 June 2020.
  16. M. Susaritha, N. Sasirekha, S. Meena, K. Nandhini, V. Dharshini, "Child Rescue System from Open Borewell Using Embedded System," Journal of Advanced Research in Dynamical & Control Systems, vol. 12, no.05, 2020.
  17. S. Ram Kumar, N. Sasirekha, M. Amutha, S. Rabin, L. Udayakumar, K. Bharath, "Compact Stepped Impedance Low Pass Filter for RF Harvesting Application," Journal of Advanced Research in Dynamical & Control Systems, vol. 12, no.05, 2020.
  18. S. Aishwarya, N. Sasirekha, T. Premakumari And J. Harirajkumar, "Detection of Abnormalities in Electrocardiography Signals Using (FIR) Filter," The Journal of Research on the Lepidoptera, vol.51, no.2, pp.710-719, June 2020.
  19. N. Sasirekha, S. Ramkumar, N.M. Saranya, S. Sujasri, M. Swethaharini, S. Valarmathi, "Smart Automotive Parking System," Journal of Critical Reviews, vol. 7, no.11, 2020.
  20. V. Kavithanjali, N. Sasirekha, V. Meenakshi, "Sense-Amplifier-based Flip-flop for Low-voltage Operation," Journal of Advanced Research in Dynamical & Control Systems, vol. 11, no.04, 2019.
  21. N Sasirekha, J Harirajkumar, S Haripriya, T Janani, R Juhi Jahan, R Janani, "WSN Based Tariff and Electrical Loads Theft Identification," Journal of Physics –Conference Series, IOP Publishing, 2019, doi:10.1088/1742-6596/1362/1/012064.
  22. M. Aswini and Sasirekha N., V. Meenakshi, "Design of SRAM cell using CMOS Technology for low power," International Journal of Science and Innovative Engineering & Technology, vol. 2, 2018.
  23. Sasirekha N. and Kashwan K. R., "Super Resolution for Segmentation Algorithm to Detect Presence of Tumors in MR Images," JCIT: Journal of Convergence Information Technology, vol. 11, no. 2, pp. 17-26, 2016.
  24. Sasirekha N. and K R Kashwan, "Gradient Based Bilateral Filtering in Wavelet Domain for Removing Rician Noise," International Journal of Digital Content Technology and its Application, vol. 10, no. 2, pp. 61-77, March 2016.
  25. Sasirekha N. and Kashwan K. R., "Improved Segmentation of MRI Brain Images by Denoising and Contrast Enhancement," Indian Journal of Science and Technology, vol. 8, no. 22, pp. 1-7, Sep 2015, DOI: 10.17485/ijst/2015/v8i22/73050.
  26. Arul Mozhi K. and Sasirekha N., "Super Resolution of MR Images using IBP with ANLM," International Journal of Applied Engineering Research, vol. 10, no. 10, pp. 9942–9945, 2015.
  27. Arun G and Sasirekha N., "Survey Paper for Diabetic Retinopathy Detection Technique," International Journal of Recent and Innovation Trends in Computing and Communication, vol. 3, no. 1, January 2015.
  28. Ramya L and Sasirekha N., "Survey on Image Denoising Using Filters and Transforms," International Journal for Research Technological Studies, vol. 2, no. 2, January 2015.
  29. Sasirekha N. and Ravivarman R., "Survey on Lung Nodule Classifications," International Journal for Research in Engineering and Technology, vol. 4, no. 1, January 2015.
  30. Sasirekha N. and Ravivarman R., "Multilevel Patch-based Context Analysis for Classification of Lung Nodule," International Journals of Advanced Research in Science and Engineering, vol. 4, no. 01, March 2015.
  31. Sasirekha N. and Kashwan K. R., "A Robust and Hybrid Rician Noise Estimation Scheme for Magnetic Resonance Images," International Review on Computers and Software, vol. 9, no. 2, pp. 2373-2378, 2014. DOI: IRECOSlatest/IRECOS_14660.
  32. Hareni Jagadesan and Sasirekha N., "Robust Rician Noise Estimation and Filtering for Magnetic Resonance Imaging," International Journal of Scientific & Engineering Research, vol. 5, no. 5, pp. 620-624, May 2014.

Conferences

  1. Balaji Rameshkumara, Lokesh Govindasami, Harirajkumar Jagannathan, Sasirekha Natarajan, "Automated Number Plate Recognition System for vehicle monitoring using Open CV and Optical character Recognition," AIP Conference Proceedings August 2023.
  2. Deepika Kumaravel, Sasirekha Natarajan, Shyamala Rajappa, "Fake News Detection Using Machine Learning," AIP Conference Proceedings August 2023.
  3. Sasirekha Natarajan, Siva Kumar Mani, Harirajkumar jeganathan, Vivek Karthick Perumal, "OFDM Implementation of Image And Video Capturing With SD Ram Using Artix-7," AIP conference proceedings August 2023.
  4. K.Elanchelian and Sasirekha N., "Identification of Metastasis detection using colony optimization and segmentation based on PSO-LVQ method," International Conference on latest innovations in Applied science, Engineering and Technology in Arjun college of Technology, Coimbatore on 31st March 2017.
  5. E.Kayalvizhi and Sasirekha N., "A Modified Low Power Architecture for Gabor Filter," International Conference on Communication and Signal Processing (ICCSP) 2016, Pages 597 -600, DOI: 10.1109/ICCSP.2016.7754209.
  6. V.Divya and Sasirekha N., "High Capacity Steganography Technique Based on Wavelet Transform," 3rd IEEE International Conference (ICIIECS’16) at Karpagam College of Engineering during 17th & 18th March 2016.
  7. Ramya L and Sasirekha N., "A Robust Segmentation Algorithm using Morphological operators for detection of tumor in MRI," International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015, http://dx.doi.org/10.1109/ICIIECS.2015.7192927.
  8. Arun G and Sasirekha N., "Detection of Retinal Hemorrhage in Color Fundus Image using Splat Feature segmentation," International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015, http://dx.doi.org/10.1109/ICIIECS.2015.7192928.
  9. Ravivarman and Sasirekha N., "Multilevel Patch- Based Context Analysis for Classification of Lung module," International conference, ICRTESM-15, JNU University, New Delhi held on 15th March 2015.
  10. K.Arulmozhi and Sasirekha N., "Super Resolution of Medical Image Using Example-Based Method for Denoising," 2nd International Conference TITCON-2015 at AVS Engineering College during 10th & 11th April 2015.
  11. Sasirekha N. and Hareni J, "Robust Rician Noise Estimation and Filtering for Magnetic Resonance Imaging," International Conference at AVS Engineering College during 8th & 9th April 2014.
  12. Sasirekha N. and N. Rajam, "The RMAD: Object Based Rician noise Estimation for MR images," International Conference on Engineering, Science and Technology, Dhanalakshmi Srinivasan Engineering College during 7th & 8th April 2011.
  13. Sasirekha N., "Library Automation using RFID Technology, National conference on Advancement in Electrical power," signal processing & Communication Network system held on 23rd March 2018 at Selvam College of Technology, Namakkal.
  14. Sasirekha N. and Santhosh S, "Noise Estimation for Speech Enhancement in Non-stationary Environments," National Conference at Kumaraguru College of Technology held on 7th March 2014.
  15. Sasirekha N and Krishna Sudha P, "Efficient data Embedding Technique Comparison based on LSB and PPM," National Conference on VLSI and Image Processing – NCVLSI-13 at Velammal Engineering College held on 19th March 2013.
  16. Sasirekha N. and Radhika G, "Reliable Surveillance for Intruder detection on sea using Wireless Sensor Networks," National Conference on recent trends and advances in Information Technology (NCRAIT’13), at K. S. Rangasamy College of Technology held on 4th March 2013.
  17. Sasirekha N. and Sakthivel C, "Efficient Image Coding Technique based on Steam Identification and various encoding schemes," in the TEQIP sponsored National conference on Electrical and Instrumentation systems, at Government College of Technology, Coimbatore on 13th April 2013.
  18. Sasirekha N. and Kannan S, "A Novel witricity for Wireless charging," National conference on Information and Communications (NCIC’13) at Velammal Institute of Technology, Panchetti held on 12th April 2013.
  19. Sasirekha N. and K. Anand., "Fuzzy Steering Controller based Pedestrian Collision Avoidance System," Third National Conference on Communication Control and Automation at Sri Ramakrishna Institute of Technology, Coimbatore during 9th & 10th March 2012.
  20. Sasirekha N. and Blessy Deva Priya., "Building Monitoring and Data Acquisition using Wireless Sensor networks," First National conference on Emerging trends in Electronics, Instrumentation Automation and Control at Karpagam College of Engineering, Coimbatore held on 3rd March 2012.
  21. Sasirekha N. and P. Sudhamathi, "An Adaptive Wavelet Domain Noise Filtration Technique for Medical Imaging," National Conference on Emerging Trends in Communication and Information Technology (ETCIT) at K. S. Rangasamy College of Technology, Tiruchengode during 2nd & 3rd March 2012.
  22. Sasirekha N. and S. Chitra, "A Histogram Modification Frame for Image Enhancement," National Conference on Cutting Edge Technologies in Power Conversion and Industrial Drives PCID -2011 at Bannari Amman Institute of Technology, Erode during 16th & 17th March 2011.
  23. Sasirekha N. and R. Kalaimathi, "Maximum likelihood detection Algorithm for MIMO with reduced search complexity," (N3CT’11) in the 3rd National Conference on Computing and Communication Technologies at Surya Engineering College, Erode, held on 17th March 2011.
  24. Sasirekha N. and A. Samsathbegam, "Wavelet Based Bilateral Filtering for MRI Denoising," (N3CT’11) 3rd National Conference on "Computing and Communication Technologies at Surya Engineering College, Erode, held on 18th March 2011.
  25. Sasirekha N. and P. Vinothini, "A Novel Denoising procedure for preserving edge structure based on non-parametric estimator," (N3CT’11) 3rd National Conference on Computing and Communication Technologies at Surya Engineering College, Erode, held on 17th March 2011.
  26. Sasirekha N. and Akila. N, "Closed Loop Modeling for Automation on system engineering & Validation," The National Conferences on Recent Trends in Electrical, Electronics, Instrumentation and Communication Engineering RETEEICOM -10 at Mahendra Engineering College, Namakkal, held on 9th April 2010.
  27. Sasirekha N. and Boobalan .K, "Rate Adaptation Frame work for Multiple TCP sessions in CDMA," National Conferences on Recent Trends in Electrical, Electronics, Instrumentation and Communication Engineering-RETEEICOM -10 at Mahendra Engineering College held on 9th April 2010.
  28. Sasirekha N., "FPGA Implementation of an Encryption Algorithm for embedded Applications," National Conference Convergent Communication Technologies – 09 at Kirupananda Variyar Engineering College, Salem held on 17th April 2009.
  29. Sasirekha N. and Deepa R., "Hardware Design of Hashing Function," Third National Conference on Innovations in Communication and Computing at SNS College of Technology held on 21st Feb 2008.
  30. Sasirekha N., "Face Detection using Eigen faces," National Conference on Middleware Technologies at V.M.K.V. Engineering College, Salem held on 5th April 2007.
  31. Sasirekha N., "Face Recognitions using Laplacian faces," National Conference on Emerging Trends in Communication at Dhanalakshmi Srinivasan Engineering College, Perambalur held on 28th Feb 2007.

Book Publication:

N. Sasirekha, K. Kathiravan, J. Harirajkumar, and B. Indhuja,Lecture Notes in Networks and Systems, Advanced Speed Breaker System Pages 713 to 720.

Research Projects:

  1. Fluorescent Lamp Recycling
  2. FPGA Based Smart Battery Performance Monitoring System for e-Vehicles
  3. FPGA Based License Plate Recognition

Patent:

  1. Smart Speed Breaker(Published)
  2. Smart trolley(Published)

Membership:

ISTE, IEEE, IETE

Research IDs:
https://www.webofscience.com/wos/author/record/AGJ-5866-2022
https://www.scopus.com/authid/detail.uri?authorId=56144956300
https://orcid.org/0000-0001-7646-1207

Awards & Recognitions

  1. The award for "Best Researcher" from Malla Reddy Institute of Engineering and Technology, Hyderabad.
  2. Reviewer for Peer Reviewed International Journals
  3. Session Chair for various international and National Conferences conducted in India
  4. Various awards and appreciations from Sona College of Technology.
  5. Appreciation Award from Texas Instruments for fostering an Ecosystem bridging Government, Industry, and Academia.
  6. Received Award for Academic Excellence during 2014
  7. Received Award for Placement Contribution during 2014
  8. Awards for Producing University Rank holders
  9. Appreciation award for producing good academic results from 2006 onwards