Dr.K. Manju, M.E., Ph.D

Dr.K. Manju, M.E., Ph.D
Assistant Professor - ECE,
manjukandas@sonatech.ac.in,
Teaching - 17 years
Specialization - Medical Image Processing.

Journals

  1. Determination of early onset glaucoma using OCT image, Handbook of Research on Thrust Technologies? Effect on Image Processing, 2023, pp. 244–255.
  2. Detection and identification of COVID-19 based on chest medical image by using convolutional neural networks. International Journal of Intelligent Networks, 1, pp.112-118.-2020
  3. A review on optic disc and cup segmentation. Biomedical and Pharmacology Journal, 10(1), pp.373-379.-2017
  4. Robust CDR calculation for glaucoma identification. Biomedical Research (0970-938X)-2018.
  5. Robust fabric defects inspection system using deep learning architecture. Journal of Testing and Evaluation, 50(1)-2021.
  6. Gold tree sorting and classification using Support vector machine classifier. In Advances in Machine Learning and Computational Intelligence: Proceedings of ICMLCI 2019 (pp. 413-422). Springer Singapore -2021
  7. GLCM feature-based texture image classification using support vector machine. In 3rd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (pp. 143-154). Cham: Springer International Publishing - 2022.
  8. Deep Learning Algorithm for Identification of Ear Disease. In Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 (pp. 491-502). Springer Singapore - 2022
  9. Fundus Image Classification using Hybridized GLCM Features and Wavelet Features. ICTACT Journal on Image and Video Processing, 11(3), pp.2372-2375 - 2021.
  10. Voice support system using deep learning approaches for unilateral vocal cord paralyzed patients. International Journal of Noncommunicable Diseases, 6(5), p.83 - 2021
  11. Prevention of Non-Proliferative Diabetic Retinopathy (NPDR) by Detecting Exudates, Sub-conjunctival Haemorrhages and Micro-aneurysms, International Journal of Pharmaceutical Research 12 (1), 1343-1350-2021
  12. Cup and Disc Ratio and Inferior, Superior, Temporal and Nasal Calculation for Glaucoma Identification. Journal of Medical Imaging and Health Informatics, 9(6), pp.1316-1319-2019.
  13. Implementation of De-interleaver in WIMAX Using FPGA, Journal of Adv Research in Dynamical & Control Systems, Volume 11,1211-1217.
  14. Woven Fabric Defect Detection Techniques -A Review, Journal of Adv Research in Dynamical & Control Systems, Volume 11,1197-1204.
  15. Detection of White Stem Borer (Pest) in the Coffee Plantation, International Journal Of Science And Innovative Engineering & Technology (IJSIET), Volume 2.
  16. Detection of White Stem Borer (Pest) in the Coffee Plantation, International Journal Of Science And Innovative Engineering & Technology(IJSIET), Volume 2.
  17. Marine Boundary Alert and Safety System for Fishermen. Annals of the Romanian Society for Cell Biology, 25(4)-2021.
  18. Built-In-Self Calibration For I/Q Imbalance In Quadrature Modulator. Turkish Journal of Physiotherapy and Rehabilitation, 32, p.2.

Conferences

  1. Manju K, Prevention Of Non-Proliferative Diabetic Retinopathy (Npdr) By Detecting Exudates, Sub-Conjunctiva Hemorrhages And Micro-Aneurysms, 2nd International Conference on Recent Trends in Engineering and Scientific Technology, held at Ratnam Technical Campus on May 06, 2020.
  2. Manju K, Anand R, Sabeenian.R.S, Paramasivam M.E, Pon Selvan Eldho Paul, Dinesh P.M, Shanthi T, Gold Tree Sorting And Classification Using Support Vector Machine Classified, International Conference on Modeling, Simulation & Intelligent Computing (MoSICoM – 2020) on January 27, 2020.
  3. Manju K, Deep Learning Algorithm for Identification of Ear Disease, International Conference on Data Science and Applications (ICDSA 2021) held at Jadavpur University, Kolkata on 10 April 2021.
  4. Manju K, Measuring the Diameter of an Object within an Image using MATLAB, International Virtual Conference on Applied Science, Technology Management and Management Studies (ASTMLS 20202) held at Sona College of Technology on Dec 2020.
  5. Manju K, Built–In-Self Calibration for I/Q Imbalance in Quadrature Modulator, International Virtual Conference on Applied Science, Technology Management and Management Studies (ASTMLS 20202) held at Sona College of Technology on Dec 2020.
  6. Dr.K.Manju, Deep Learning Algorithm for Identification of Ear Disease, International Virtual Conference on Applied Science, Technology Management and Management Studies (ASTMLS 20202) held at Sona College of Technology on Dec 2020.
  7. Manju K, Implementation of De-Interleaver in WiMAX Using FPGA, International Conference on Emerging Techniques in Engineering Technology and Management held at Ratnam Institute of Management on 23 March 2019.
  8. Manju K, Woven Fabric Defect Detection Techniques- A Review, International Conference on Emerging Techniques in Engineering Technology and Management held at Ratnam Institute of Management on 23 March 2019.
  9. Manju K, Design and Implementation of Fuel Dispensing System Using RFID and GSM, NCSICVN’19 held at Sona College of Technology on 15 March 2019.
  10. Manju K, Implementation of SD-FCC Algorithm in WiMAX Using FPGA, 2nd International Conference on Recent Advances in Engineering and Technology-ICRAET 2019 held at Sri Shri Krishna College of Engineering and Technology, Coimbatore on 8 Feb 2019.
  11. Manju K, Detection of White Stem Borer (Pest) in the Coffee Plantation, 8th International Conference on Engineering and Advancement in Technology-18, Sri Shri Krishna College of Technology, Coimbatore on 22 March 2018.
  12. Manju K, Identification of Glaucoma Using Super Pixel Classification and Implementation in VLSI, 4th International Conference on Innovation in Information, Embedded and Communication Systems, Department of Electronics and Telecommunication Engineering Sponsored by IEEE on 17-Mar-17.
  13. Manju K, A Survey on Segmentation Techniques for Detection of Diabetic Retinopathy, Second International Conference on Trends in Technology for Convergence on 10-Apr-15.

Research Projects:

  1. Working in a Department of Science & Technology - Fund for Improvement of S & T Infrastructure in Higher Educational Institutions (DST- FIST) funded project titled Centre for Excellence for Fabric Defect Detection using Intelligent Image Analytics.
  2. AICTE - STTP Role of Artificial Intelligence in creating Acoustic library.
  3. “Word Brain” Word prediction for Ancient Manuscripts Using Image Analytics.
  4. Ear Disease Identification using Deep Learning.
  5. Two Player Board Game System Allowing for Remote Play Through Mixed Reality.

Patent:

  1. Method for identifying ear disease using deep learning - Filed
  2. A Method of Preserving Ancient Manuscripts Using Image Analytics and Semantic Technologies - Published
  3. A Robust Artificial Intelligence Based Bio- Sensing Wearable for Detection and Diagnosis of COVID-19
  4. Smart Poultry Management Using IOT - Student Patent - Published
  5. Two Player Board Game System Allowing for Remote Play Through Mixed Reality - Filed

Membership:

  1. Indian Society of Technical Education (ISTE)
  2. Indian Unit for Pattern Recognition and Artificial Intelligence (IUPRAI) L-215
  3. International Association of Engineers (316366)
  4. Indian Unit for Pattern Recognition and Artificial Intelligence (Ic215)
  5. Institute of Engineers India (M-1755344)

Research IDs:
https://www.webofscience.com/wos/author/record/ABT-8472-2022 https://vidwan.inflibnet.ac.in/profile/337943
https://scholar.google.com/citations?user=BS
https://www.scopus.com/authid/detail.uri?authorId=57193793552
https://www.researchgate.net/profile/Manju_Kandaswamy2
https://orcid.org/0000-0003-4751-3359