Dr. G.Anitha

Teaching

Academic Qualification

Teaching Experience

Position heldFromToOrganisation

Research

Areas of Research Interest

• Machine Learning and Deep Learning Applications
• Image Processing and Pattern Recognition
• Data-Driven Decision Support Systems
• Computational Intelligence in Engineering and Healthcare
• Applied AI for Visual and Predictive Analytics

Research Publications

Scopus – https://www.scopus.com/authid/detail.uri?authorId=57675095500

Google Scholor – https://scholar.google.com/citations?user=8I2PUnQAAAAJ&hl=en

Orchid – https://orcid.org/0000-0002-7711-9689

IRINS – https://crescent.irins.org/profile/278459

Publications in Journals:

• Gunasekaran, A., & Ismail, M. M. (2025). Detection of Choroidal Neovascularization through Parametric Modeling of the Intensity Variation in Fluorescein Angiograms. International Journal of Computing and Digital Systems, 17(1), 1-xx.http://dx.doi.org/10.12785/ijcds/1571111056
  https://www.scopus.com/sourceid/21100890383
• G.Anitha, N. Supriya, F. Alenezi, E. Laxmi Lydia, G. P. Joshi et al., “Chicken swarm optimization with deep learning based packaged rooftop units fault diagnosis model,” Computer Systems Science and Engineering, vol. 47, no.1, pp. 221–238, 2023
  https://doi.org/10.32604/csse.2023.036479
  https://www.scopus.com/sourceid/12324
• Vellivel, P., Vembu, S., Gunasekaran, A., & Vaithilingam, S. (2023). Water depth effect on energy, exergy losses, and exergy efficiency of solar still with wick materials: an experimental research. Environmental Science and Pollution Research, 1-13
  https://doi.org/10.1007/s11356-023-27519-8
  https://www.scopus.com/sourceid/23918
• Parimala Vellivel, Savithri Vembu, Anitha G , Kalaivani Selvaraj “Comparative study of conventional solar still with and without black painted wick materials: energy and exergy study ”Desalination and water treatment, 294 (2023) 11–19, May 2023
  https://doi.org/10.5004/dwt.2023.29571
  https://www.scopus.com/sourceid/19700175585
• Anitha, G., Ismail, M., & Lakshmanaprabu, S. K. (2020). Identification and characterisation of choroidal neovascularisation using e-Health data through an optimal classifier. Electronic Government, an International Journal, 16(1-2), 39-55https://doi.org/10.1504/EG.2020.105254
  https://www.scopus.com/sourceid/3200147702
• Anitha, G., and Mohamed Ismail. “Detection of Choroidal Neovascularization through Characterization of Changes in Anterior and Posterior Eye Segments.” 3D Research 9.3 (2018): 37.
  https://doi.org/10.1007/s13319-018-0189-4
  https://www.scopus.com/sourceid/21100229836
• Gomathy V, Malini K V, Hemavathy P R, Anitha G, Abdul Wahid Nasir. (2020). Design of Multivariable PI Controller for Distillation Column using Simulated Annealing Algorithm. International Journal of Advanced Science and Technology, 29(9s), 2807 – 2814.
• G.Anitha, Mohamed Ismail ,Uwise Ahmed.A “Analysis of Diabetes Mellitus and NPDR through Characterization of Changes in Tongue Geometry Features using NN Classifier” International Journal of Pure and Applied Mathematics,Volume 117 ,No. 15, 2017, 1015-1019
• G.Anidha,U.Sabura Banu,’ Automatic Characterization of Choroidal Neovascularization Lesions in Fluorescein Angiograms using Parametric Modeling’ International Journal of Computer Applications,(2014)pp 0975 – 8887.
• G.Anidha, U.Sabura Banu,’ Adaptive Neuro Fuzzy Inference System Assisted Diagnosis of Diabetic Retinopathy from Fundus Image’, International Journal of Computer Applications, (2013) pp 0975 – 8887.

Publication in conference proceedings

• G. Anitha, P. Harini, V. Chandru, S. Abdullah and B. S. A. Rahman, “Pest Detection and Identification in Rice crops using Yolo V3 Convolutional Neural Network,” 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0, Raigarh, India, 2024, pp. 1-5, doi: 10.1109/OTCON60325.2024.10688361https://ieeexplore.ieee.org/document/1068836
• G. Anitha, A. S. Usman, S. Ahmed and H. Nasser, “Detection of Brain Tumor using Machine Learning Classifiers – A Comparative Study,” 2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON), Raigarh, Chhattisgarh, India, 2023, pp. 1-6, doi: 10.1109/OTCON56053.2023.10113960.​https://doi.org/10.1109/OTCON56053.2023.10113960
• P.Harini, J.Deepan Raj , G.Anitha “Crop pest detection in natural scenes using Yolo V3 Convolutional Neural Network” in 3rd International conference on Recent trends in Engineering Technology and management organized by Christ The King Engineering College in collaboration with Samarkand State University, Uzbekistan held on 06.05.23. ISBN:- 978-93-5406-579-8
• Shafiq Ahamed S ,Tejas A, G.Anitha “Intelligent Coal Mine Monitoring using Lorawan” International conference on Innovation, Creativity and Computing applications in Engineering, Pharmacy, Architecture and Management –ICICAEPHAM 2023 organized by Nehru Group of Institutions-Kerala 29.04.23. ISBN:- 978-93-5406-579-8
• Yaasir Ahamad. M.S, G.Anitha, Mohammed Asith. N presented paper on “A deep learning classifier for face mask detection in the Era of the Covid-19 Epidemic”, International conference on contemporary research advancements in Mechanical Engineering (ICCRAME 2023) organized by Ramco Institute of Technology on 24.03.23.
• Anitha.G,Sabura Banu.U, Abhineshjayram.M &Gowtham.S, “identification of Choroidal Neovascularization through the salient features of Optical Coherence Tomography images”, 8th International Conferencer on Applied Science, engineering and Technology, Pondicherry on 30.12.19. (ISBN: 978-93-89107-68-5)
• G.Anitha, Naveeth Imran, Raseena Parvin& Ranjan Krishna “Measurement of angle of elevation and Drusens in OCT images” at International conference on Recent trends in Electronics, Computing and Communication Engineering 2019 (ICRTECC 2019), Saveetha School of Engineering, Chennai on 26.04.19.(ISBN:978-81-940474-1-4)
• G.Anitha, Mohamed Faisal M.S ,Mohamed Uzaer.A “ A comparative study of various machine learning classifiers on Choroidal Neovascularization data” at the International conference on Recent trends in Multi-Disciplinary Research” , APC Mahalakshmi College for Women , Tuticorin on 20.12.18 (ISBN : 978-81-939399-6-3)
• G.Anitha “Characterization of changes in retinal pigment epithelium layer in Choroidal Neovascularization” in the International conference on Applied Research in Engineering –iCARE14 at Sri Lakshmi Ammal Engineering College, Chennai during 21-23 May 2014 (ISBN 978-93-5107-243-0)
• G. Anitha, U. SaburaBanu “ANT colony optimized Edge Detection for the segmentation of Choroidal Neovascularization” at “International conference for convergence of Technology-2014” at Pune during 6th April to 8th April 2014. (ISBN: 978-1-4799-3759-2/14)
• G.Anitha, Feras Ahmed .A “Mathematical modeling of Choroidal Neo Vascularization” International Conference on Engineering and Technology at National Institute for Engineering and Research, may 2017.
• G. Anitha, Dr.U.SaburaBanu, Mr. Uwise Ahmed “Analyzing choroidal Neovascularization through characterization of changes in posterior eye segment ”at the International Conference on Technical Advances in Mechanical Engineering, Vel Tech High Tech Dr.RangarajanDr.Sakunthala Engineering College held on 20.8.15.
• Priyadharshini.M, Anitha.G “Analysis of Anterior and Posterior Eye Segment in Age related Macular Degeneration” at National Conference on Recent Trends in Instrumentation and Automation, Department of E&I, Vellammal Engineering College, Chennai 10.4.2015.
• Ms. G. Anitha, U. Saburabanu, Mohamed Thowfiq Raja “Automatic Characterization of Choroidal Neovascularization Lesions in Fluorescein Angiograms using Parametric Modeling” at National Conference on Computational Intelligence for Engineering Quality Software CiQS 2014 organized by Coimbatore Institute of Technology on 21.08.14
• G.Anitha,U. Saburabanu, “Adaptive Neuro Fuzzy Inference System Assisted Diagnosis of Diabetic Retinopathy from Fundus Image” at Recent Trends in Computer Applications (NCRTCA’13) organized by SSN Engineering College held on 26th July 2013.

Awards/Achievements received

• Honored with a cash incentive and certificate appreciation for the calendar year 2020 in recognition of the notable contributions in terms of quality publications.
• Received best paper presented award for the paper titled “Analyzing choroidal Neovascularization through characterization of changes in posterior eye segment ”at the International Conference on Technical Advances in Mechanical Engineering, Vel Tech High Tech Dr.Rangarajan Dr.Sakunthala Engineering College held on 20.8.15.
• Received a cash prize under ”Research Incentive Scheme of BSAU” in Research Publications category, during the academic year 2012-13 from B S Abdur Rahman Crescent Institute of Science and Technology.

NPTEL Courses completed

• Completed a course on Introduction to Internet of Things from January to April 2025 (12 weeks)
• Completed a course on Patent Drafting for Beginners from July to August 2024 (4 weeks)
• Completed a course on Introduction to Soft Computing from January to March 2024 (8 weeks)
• Completed a course on Introduction to Industry 4.0 and Industrial Internet of Things from July to October 2023 (12 weeks)
• Completed a course on Control Engineering from July to October 2022 (12 weeks)
• Completed a course on Introduction to Machine Learning (Tamil) from January to February 2022 (4 weeks)

Events Organized

• A seminar on “Global Opportunities for Instrumentation Engineers” (Hybrid Mode) was organized on 26th April 2024 for the benefit of school and college students as part of an admission activity, with Mr. N. Arumuga Perumal, Senior Hardware Discipline Manager at Dow Chemicals International Pvt. Ltd., Chennai, as the speaker
• A guest lecture on “Neuro-controller for Inverted Pendulum” was organized on 20th March 2024 for the benefit of third-year EIE students, delivered by Dr. N. Pappa, Professor, Department of Instrumentation Engineering, MIT Campus, Anna University.
• A workshop on “Machine Learning and Deep Learning for Biomedical Applications” was conducted from 19th to 20th December 2023, facilitated by faculty from IITM and BSACIST.
• Organized an International level student’s technical symposium “Precision+ 23’ on 31.10.23.
• A webinar on “Global Opportunities for Instrumentation Engineers” was held on 20th May 2023, again featuring Mr. J. V. Parthasarathy, Pump Instrumentation Specialist at Ruhrpumpen India Pvt. Ltd.
• A webinar on “Global Opportunities for Instrumentation Engineers” was organized on 18th June 2022, with Mr. J. V. Parthasarathy, Pump Instrumentation Specialist at Ruhrpumpen India Pvt. Ltd., as the speaker.
• A webinar on the “Significance of Engineering Education in the Modern World” was conducted on 4th June 2022, presented by Dr. A. Abudhahir, Professor (EIE) and Director (IQAC) at BSA Crescent Institute of Science and Technology.
• A webinar on the “Importance of Engineering Education in the Modern World” was held on 3rd June 2021, delivered by Dr. A. Abudhahir, Professor (EIE) and Director (IQAC) at BSA Crescent Institute of Science and Technology.
• A webinar on “Global Opportunities in Instrumentation” and “Basics of Field Instrumentation & Control” was conducted on 20th June 2020. The resource persons were : Mr. Saju Joseph, Senior Project Engineer, Petronash Engineering Services, and Mr. Prabhu Shanmuga sundaram, Global Instrumentation Specialist, Ruhrpumpen India Pvt. Ltd.
• Arranged a presentation for 3rd yr students on “ How to prepare for GATE” delivered by Mr.Syed Saleem,The Gate academy, chennai on 19.9.18.
• Arranged a presentation for 3rd yr students on “Soft skills” and “how to prepare for interviews” delivered by Mr.Bhaskar, Manya Institute, Tambaram, Chennai
• Arranged workshop on “Signal and Image processing using Matlab” for third year EIE students on 10.10.18
• Organized two days national level workshop on “Research Oriented Approaches on Biomedical Image Processing using MATLAB” on 11th and 12th April 2017
• Conducted one day workshop on “Digital signal processing using MATLAB” for third year students on 10.3.17
• Organized a one day workshop on “Simulation of control systems using Matlab” on 6.10.17 for the benefit of IV year EIE students.
• Organized a one day workshop on “Digital Signal Processing using MATLAB” on 6.5.16 for the benefit of III year EIE students
• Conducted one day hands on training in “MATLAB and its applications” on 19.9.15.
• Organized two day National workshop on “MATLAB and Labview applications for Bio-medical Applications” during 14th and 15th December, 2011.
• Organized student’s technical symposium Precision 2009.

Workshop / Seminar / FDP Attended

• Attended a 24 days online faculty induction program from 25.11.24 to 21.12.24 organized Malaviya Mission Teacher Training Center at the Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram, Chennai
• Attended an online FDP on Machine learning and Deep learning : Recent trends and Applications from 01.05.24 to 05.05.24 organized by OP Jindal University, Rajgarh
• Attended a FDP on Harnessing Artificial Intelligence for health care excellence: Innovations, insights and Impacts from 24.06.24 to 29.06.24 organized by SRM Institute of Science and Technology
• Attended an Online FDP on Machine learning and Deep learning : Recent trends and applications from 1.5.23 to 5.5.23 organized by OP Jindal University, Raigarh
• Attended an Online FDP on Artificial Intelligence and Data Science in Image Analysis from 13.02.23 to 17.02.23 organized by CMR Institute of Technology, Bengaluru
• Attended an online STTP on Frontier Areas of Electronics and Communication Engineering : An Industry-Academia Convergence from 27/09/21 to 1/10/21 organized by NIT, Uttarakhand
• Attended a FDP on Machine learning Techniques for imaging and Healthcare with Python from 28.01.21 to 10.02.21 organized by Sri sai Ram Engineering college
• Attended an Online STTP on “AI in Healthcare” from 14.12.20 to 20.12.20 organized by SSN college of Engineering
• Attended a FDP on Digital image processing and its Techniques from 6.7.20 to 10.7.20 organized by B S A Crescent Institute of Science and Technology
• Attended a FDP on Deep learning Application -Design development and Deployment in IoT Edge from 27.5.20 to 29.5.20 organized by SRM TRP Engineering College, Trichy
• Attended a FDP on Health Care and Clinical Research from 4.6.20 to 10.6.20 organized by Sathyabama Institute of Science and Technology
• Attended a STTP on Internet of Things, Big data Cloud-IDBC 2020-Phase II from 17.8.20 to 22.8.20 organized CMR Institute of Technology, Bangalore
• Attended a Workshop on Analytical Instrumentation from 5.7.20 to 9.7.20 organized by B S A Crescent Institute of Science and Technology
• Attended 5 days workshop on “Biomedical Signal Processing and Computational Biology for Healthcare Applications” at BSAIST, May 2017
• Attended workshop on “program objectives and program educational objectives” at BSAIST, Feb, 2016
• Attended national workshop on ‘Advanced computing for control and optimisation’ on 8th – 9th Jan 2016 organised by Industrial Automation and Instrumentation division, VIT University, Vellore.
• Attended Hands on training programme on ‘soft computing using Matlab’ organised by Department of computer technology, MIT campus, Anna University, Chennai – 44 during 28-30 Aug 2015
• Attended two-day workshop on ‘End-to-End Exploration of Matlab for Image Analysis’ conducted by  Anna University.(12th to 13th Apr 2013)
• Attended national workshop on ‘Intelligent Modeling and Control using Matlab and Labview’ conducted by Easwari Engineering college( 25th-27th, August 2011)
• Attended two-day workshop on ‘PID Controller’ conducted by MIT, Anna University.
• Attended national workshop on ‘Intelligent Modeling and Control using Matlab and Labview’ conducted by Easwari Engineering college during 28-30, june 2010 and 25-27, August 2011.

Industrial visits arranged

• Organized and accompanied an industrial visit to Hatsun Agro Products Plant, Red Hills for third year students (2023-2027) batch on 04.25
• Organized and accompanied an industrial visit to INOX Air Products, Hosur, with third-year students (2022–2026 batch) on 09.24
• Organized and accompanied a visit to PARLE-G Pvt. Ltd., Madhavaram, Chennai, for final-year students (2021–2025 batch) on 08.2024.
• Organized and accompanied industrial visit to Excel Die Casting, Thirumudivakkam, Tamil Nadu, for second-year students (2022–2026 batch) on 03.2024.
• Organized and accompanied an industrial visit for second-year and third-year students (2020-2024) batch and (2021–2025) batch to Hatsun Agro Products Plant, Kanchipuram district, on 02.2023.
• Organized and accompanied an industrial visit for final-year students (2016-2020) batch to Chemin C & I, Pondicherry, on 08.2019.
• Organized and accompanied an industrial visit for third-year students (2016-2020) batch to TVS Training and Services Centre, Ambattur, on 02.2019.
• Organized and accompanied an industrial visit for third-year students (2016-2020) batch to Signals and Systems (India) Private Limited on 10.2018

Guest lecturers delivered

• Delivered a lecture as a resource person in a five-day Faculty Development Program (FDP) on “Linear Integrated Circuits and Advanced Control System,” organized by the Department of EEE, SRM Valliammai Engineering College, on December 4, 2024.
• Delivered lecture on “Introduction to Digital Image Processing” in Workshop on “Matlab and its applications” at B.S.Abdur Rahman Crescent Institute of Science & Technology on 29.3.12
• Delivered lecture on” Intensity Spatial Transformation” in Workshop on “Digital Image Processing using Matlab and Labview” at B.S.Abdur Rahman Crescent Institute of Science & Technology on 4th September 2013

Extension

Professional Membership

• Life Member of Instrument Society of India, ISOI
• Membership in International Association of Engineers (IAENG)