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Dr. Niranjana G
Dr G. Niranjana, heads the Department of Computing Technologies, Kattankulathur Campus, SRM Institute of Science and Technology (formerly known as SRM University). She has finished B.E from Madras University, M.Tech (CSE) from SRM University and Ph.D in Computer Science and Engineering from SRM University. She is having 23 years of teaching experience. She has published around 20 Scopus Indexed papers. She has received Young Investigator Award, IET Women Engineer Award and several Best Paper Awards. Her area of interest includes Networking, Machine learning, Deep Learning and image processing. She has received a Bilateral fund from DST_SERB for a period of 2 years (2022-2024) She has received fund from SRMIST for Telemedical Diagnosis as CO-PI (2017). She has completed 2 funded Consultancy projects.
RESEARCH INTEREST :
Image Prrocessing,Pattern Recognition,Neural Networks,Data Structures and Algorithms,Wireless Networks etc.
COURSES :
Computer Networks, Image Processing, Neural Networks, Data structures and Algorithms, Database Management systems,
Education
publications
awards & Achievements
Workshops / Seminars / Conferences
Work Experience
memberships
Responsibilities Held
Education
| Degree | Institute/Organisation | Specialisation | Year Of Passing |
|---|---|---|---|
| PhD | SRM Institute of Science and Technology (formerly known as SRM University) | Image processing | 2017 |
| M.Tech | SRM Institute of Science and Technology (formerly known as SRM University) | Computer Science and Engineering | 2009 |
| B.E. | Madras University | Computer Science and Engineering | 2000 |
publications
- Dhamele, Sonali Jaideep; Niranjana, G; “Study and analysis of various COVID-19 prediction techniques using CT images: A challenging overview” 2023 International Conference on
Networking and Communications (ICNWC) . IEEE - Vinothini, R; Niranjana, G; Yakub, Fitri; “A Novel Classification Model Using Optimal Long Short-Term Memory for classification of COVID-19 from CT Images” Journal of digital imaging, 2023 Springer International Publishing Cham
- Silpa, C; Niranjana, G; Ramani, K; “Securing data from active attacks in IoT: an extensive study” Proceedings of International
Conference on Deep Learning, Computing and Intelligence:
ICDCI 2021, Springer Nature Singapore - Suseela, G; Phamila, Y Asnath Victy; Niranjana, G; Ramana,
Kadiyala; Singh, Saurabh; Yoon, Byungun; “Low energy Interleaved chaotic secure image coding scheme for visual sensor networks using pascal’s triangle transform” IEEE Access 134576- 13459 2021 IEEE - Niranjana, G; Chatterjee, Deya; “Security and privacy issues in biomedical AI systems and potential solutions” Handbook of Artificial Intelligence in Biomedical Engineering 289- 309 2021
Apple Academic Press - Sivakumar, Soubraylu; Sridhar, SS; Rajalakshmi, Ratnavel; Pushpalatha, M; Shanmugan, S; Niranjana, G; “Intelligent and assisted medicine dispensing machine for elderly visual impaired people with deep neural network fingerprint authentication system” Internet of Things 2023 Elsevier
- Nareshkumar, R; Suseela, G; Nimala, K; Niranjana, G; “Feasibility and Necessity of Affective Computing in Emotion Sensing of Drivers for Improved Road Safety Principles and Applications of SocioCognitive and Affective Computing” 94-115 2023 IGI Global
- Murali, P; Niranjana, G; Paul, Aditya Jyoti; Muthu, Joan S; “Domain-flexible selective image encryption based on genetic
operations and chaotic maps” The Visual Computer. 1057- 1079 ,2023 Springer Berlin Heidelberg - Syed Arif, G. Niranjana ” An Effective Method of Image Retrieval Using BTC with Gabor Wavelet Matrix” Jour of Adv Research in Dynamical & Control Systems, 2017 scopus indexed
- Niranjana.G, Vijayalakshmi.G, Syed Arif “A REVIEW ON CONTENT BASED IMAGE RETRIEVAL TECHNIQUES ” International Journal of Pure and Applied Mathematics, 2017 scopus indexed
- G.Niranjana, Lakshay Arora, Dhruv M Harawat “Future oriented rapid generation engine-for personalized response using memory retention”, Jour of Adv Research in Dynamical & Control Systems, 2017 scopus indexed
- G.Niranjana, M.Ponnavaikko “A Review on Image Processing Methods in Detecting Lung Cancer using CT Images ” IEEE Explore digital library.
- Venkatesh Raghul E, Niranjana G, Vignesh G “Enhancing client side search using Django and image cache”, Journal of Chemical and Pharmaceutical sciences, 2016 scopus indexed
- G.Niranjana, Dr.M.Ponnavaikko, “Automatic Detection of Synchronous Multiple Primary Lung Cancer in Lung CT Images “, International Journal of Control Theory and Applications, 2016 scopus indexed
- , ‘S.Soumiya, G.Niranjana’ “Enhanced False Positive Reduction of Lung Nodule Using Pixel Based Machine Learning and Fuzzy Min-Max Neural Network”, International Journal of Control Theory and Applications, 2016 scopus indexed
- G.Niranjana, Dr.M.Ponnavaikko , “An Improved Hybrid Algorithm for Accurate Determination of Parameters of Lung Nodules with Dirichlet Boundaries in CT Images”, Indian Journal of Science and Technology, 2016 scopus indexed
- G.Niranjana, Dr.M.Ponnavaikko “Statistical Analysis of Features and Classifiers in Identifying Nodules and its T Staging in Lung CT Images”, ARPN Journal of Engineering and Applied Sciences, 2016 scopus indexed
- S.Ranjani, G.Niranjana, “A Web Service with Self-Learning Ontological Process (WS – SLOP)”, International Journal of Latest Trends in Engineering and Technology, 2015
- Mariet faludo, G.Niranjana “Segmentation of Tumors from Lung CT Images Using Random Walker and Watershed Algorithms”, International Journal on Recent Researches In Science, Engineering & Technology, 2015
- G.Niranjana, Kunal Dawn, “Investigation of Educational Content Delivery in Villages Using Bus Assisted DTN and its Simulation Analysis”, CiiT International Journal of Networking and Communication Engineering, 2015
- G.Niranjana, Dr.M.Ponnavaikko,”Identification of T Descriptor in TNM Classification of Lung Cancer Using Multilevel Single Click Region Growing Method”, International Journal of Applied Engineering Research, 2015 scopus indexed
- Samir S Rathod and G.Niranjana, “Effective Resource Utilization for Caching as a Service in Cloud”, International Journal of Engineering and Advanced Technology, Volume-3, Issue-4, April 2014
- G.Niranjana,xa0 K. Siva Shalini, ” Authentication of grayscale document images using shamir secret sharing scheme”, IOSR Journal of Computer Engineering,xa0 Volume 16 – Issue 2, Mar – Apr 2014
- G.Niranjana,xa0 G.Archana, “A Hybrid Techniques For Executable File Hiding Inxa0 Encrypted Image”, International Journal of Software and Web Sciences, December, 2012-February, 2013
- G.Niranjana R.S.Rajkumar, “Image Segmentation and Classification of MRI Brainxa0 Tumor Based on Cellular Automata and Neural Networks” , International journal of research in engineering and advanced technology, March, 2013
- M.S.Abirami, G.Niranjana, “Dynamic load balancing using periodically exchange in distributed systems”, CiiT International Journal of Netwoking and Communication Engineering, July 2012
- G.Niranjana “Computer Practice I & II” Sri Krishna Publications, 2004
Patents:
“Chest Strap For Heart Attack Prediction Using Internet Of
Medical Things With Deep Learning Algorithm”,
(Application Number 202041048476, Published on
06/11/2020)
“Profile Based Digitization of Medical Records in Cloud”
(Australian application number: 2021100009, Filing date :
2021-01-02)
awards & Achievements
- IET Woman Engineer Award-2018
- Best Paper Awards
- Young Investigator Award – 2012
- Certificate of Appreciation (6 times) for best teaching
Workshops / Seminars / Conferences
Projects:
- Received fund amount 0f Rs.18,57,696/- from DST-SERB for the project titled “Automated Deep Learning Framework for Covid Disease Detection and Analysis in Southeast Asian Countries using Computed Tomographic Images” under ASEAN-India Collaborative R&D
- Received fund amount of Rs.1.75 lakh from SRM University (seed fund for research excellence scheme) for Telemedical Diagnosis, as CO-PI
CONSULTANCY PROJECT DETAILS
Completed a project “Reengineering the existing automated billing and inventory maintenance system” for Shanmuga Electric Company, Pondicherry
Completed a project “Automate the production of Podcasts from text and pre-recorded files” for Cubedifference Alternative Solutions
Work Experience
Academic Experience:
- Assistant Professor, SRM Engineering College/ SRM Institute of Science and Technology (formerly known as SRM University)
- Lecturer, Adhiparasakthi Engineering College/ Anna University, (2001-2006)
- Lecturer, Rajiv Gandhi college o Engineering & Technology/Pondicherry University, (2000-2001)
- Lecturer, Adhiparasakthi Polytechnic, (6 months)
memberships
ACM (Annual member)
CSI (Life member)
ISTE (Life Member),
ISCA (Life Member)
Responsibilities Held
