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Dr. Radha D.

Assistant Professor (Sl. Gd.), School of Computing, Bengaluru

Qualification: BE, M.Tech., Ph.D
d_radha@blr.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Computer Vision and Image Processing for Medical Domain, Video Analytics, Many-core Architecture for High Performance, AI - Machine Learning, Deep learning, Generative AI for Medical Domain

Bio Publications Qualification Project Experience FDP / Workshops Invited Talks
Bio

Enthusiastic faculty member with nearly 25 years of teaching experience and deeply passionate about imparting comprehensive knowledge of computer science fundamentals and nurturing a profound understanding of programming and emerging technologies in my students. In addition to my teaching duties, contributed actively to research with more than 55 scopus indexed publications along with Q2 Publications and around 250 citations, industry projects, and various technological endeavours, particularly in areas such as web development, hardware systems, computer vision, and artificial intelligence projects healthcare, assistive technologies for individuals with disabilities, and the development of smart cities. Visited various organizations like Honeywell, St John’s Research Centre, etc, for discussions on research projects. Guiding four research scholars in various domains.

 

Publications

Conference Proceedings

Year : 2025

Predicting Customer Lifetime Value in E-Commerce: A Data-Driven Approach to Enhance Customer Retention Strategies

Cite this Research Publication : Sonali Dey, Radha D., V. S. Kirthika Devi, Predicting Customer Lifetime Value in E-Commerce: A Data-Driven Approach to Enhance Customer Retention Strategies, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10915044

Publisher : IEEE

Year : 2025

Smartphone Price Prediction and Category Classification Using Machine Learning

Cite this Research Publication : Helen Terese Agalayil, Radha D., V.S. Kirthika Devi, Smartphone Price Prediction and Category Classification Using Machine Learning, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10914919

Publisher : IEEE

Year : 2025

An Enhanced Framework for Churn Prediction using Stratifed Bagging and Stacked Multi-Output Random Forests

Cite this Research Publication : Anay Bhardwaj, Radha D., V. S. Kirthika Devi, An Enhanced Framework for Churn Prediction using Stratifed Bagging and Stacked Multi-Output Random Forests, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10914868

Publisher : IEEE

Year : 2025

Optimizing Hiring Practices: A Machine Learning Approach for Candidate Selection

Cite this Research Publication : Naga Datta Dogiparthy, Radha. D, V. S. Kirthika Devi, Optimizing Hiring Practices: A Machine Learning Approach for Candidate Selection, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10914989

Publisher : IEEE

Year : 2025

Credit Card Fraud Detection(CFD) Using GNN and Ensemble Techniques

Cite this Research Publication : B. V. S. N. S. Vinay, Radha D., V. S. Kirthika Devi, Credit Card Fraud Detection(CFD) Using GNN and Ensemble Techniques, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10915111

Publisher : IEEE

Year : 2024

A Collaborative Elevator System Optimization: A Finite Automata Approach

Cite this Research Publication : Amrutha Sivakumar, G Bhavya Reddy, Yalakanti Tanvi, Samreen Sidhu, Radha D, A Collaborative Elevator System Optimization: A Finite Automata Approach, [source], IEEE, 2024, https://doi.org/10.1109/GCAT62922.2024.10924029

Publisher : IEEE

Year : 2024

Modeling Temple Run Gameplay with Finite State Machines

Cite this Research Publication : P. Tapan Datta, D. Lalith Kumar, S. Tanoj, D Radha, Modeling Temple Run Gameplay with Finite State Machines, [source], IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10774996

Publisher : IEEE

Year : 2024

Real-time Tweets Analysis using Machine Learning and Bigdata

Cite this Research Publication : P Nandieswar Reddy, Sai Aswath S, Rithvika Alapati, Radha D, Real-time Tweets Analysis using Machine Learning and Bigdata, [source], IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10775171

Publisher : IEEE

Year : 2024

Automation of Subway Surfers using Finite State Machines

Cite this Research Publication : Tarunya G, Jyoshitha Pechetti, Sneha Yadav, Shail Garg, D. Radha, Automation of Subway Surfers using Finite State Machines, [source], IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10774591

Publisher : IEEE

Year : 2024

Modeling Plants vs Zombies Gameplay using Finite automata

Cite this Research Publication : Archana Reddy P., Divya Jyothi G., Velumury Varshita, Chennupati Akshitha, D Radha, Modeling Plants vs Zombies Gameplay using Finite automata, [source], IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10775099

Publisher : IEEE

Year : 2022

Comparative Analysis of Password Storage Security using Double Secure Hash Algorithm

Cite this Research Publication : Savarala Chethana, Sreevathsa Sree Charan, Vemula Srihitha, D. Radha, C. R. Kavitha, Comparative Analysis of Password Storage Security using Double Secure Hash Algorithm, [source], IEEE, 2022, https://doi.org/10.1109/NKCon56289.2022.10127057

Publisher : IEEE

Year : 2022

Implementation and Analysis of Image Compression Using Ramanujan’s Sum

Cite this Research Publication : Kunal Das, Radha D, Implementation and Analysis of Image Compression Using Ramanujan’s Sum, [source], IEEE, 2022, https://doi.org/10.1109/ICCCNT54827.2022.9984427

Publisher : IEEE

Year : 2020

Detection and Analysis of Congestion of Nodes in Many-Core Processor

Cite this Research Publication : N. Jude C. Abraham and Radha D., “Detection and Analysis of Congestion of Nodes in Many-Core Processor”, First International Conference on Sustainable Technologies for Computational Intelligence Advances in Intelligent Systems and Computing. Springer Singapore, Singapore, 2020.

Publisher : First International Conference on Sustainable Technologies for Computational Intelligence Advances in Intelligent Systems and Computing, Springer Singapore

Year : 2019

Implementation and Analysis of Adaptive Odd-Even Routing in Booksim 2.0 Simulator

Cite this Research Publication : J. Marri, Manishankar, S., Radha D., and Moharir, M., “Implementation and Analysis of Adaptive Odd-Even Routing in Booksim 2.0 Simulator”, International Conference on Communication and Electronics Systems [ICCES 2019]. PPG Institute of Technology, Coimbatore, 2019.

Publisher : International Conference on Communication and Electronics Systems [ICCES 2019]. PPG Institute of Technology

Year : 2019

Detection of weed using visual attention model and SVM classifier

Cite this Research Publication : M. Aparna and Radha D., “Detection of weed using visual attention model and SVM classifier”, Lecture Notes in Computational Vision and Biomechanics, vol. 30. Springer Netherlands, pp. 243-253, 2019.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2019

Analysis of Explicit Parallelism of Image Preprocessing Algorithms–-A Case Study

Cite this Research Publication : S. Raguvir and Radha D., “Analysis of Explicit Parallelism of Image Preprocessing Algorithms–-A Case Study”, in Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB), Cham, 2019.

Publisher : Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB), Springer International Publishing,

Year : 2018

A Comprehensive Approach for Network Security

Cite this Research Publication :

Publisher : 2nd International Conference on Inventive Communication and Computational Technologies(ICICCT 2018),

Year : 2017

A Social Network Analysis of World Cities Network

Cite this Research Publication : D. Radha, Shantanu Kulkarni, A Social Network Analysis of World Cities Network, [source], IEEE, 2017, https://doi.org/10.1109/CSITSS.2017.8447571

Publisher : IEEE

Year : 2017

Optimization of Rules in Neuro-Fuzzy Inference Systems

Cite this Research Publication : Amudha J. and Radha D., “Optimization of Rules in Neuro-Fuzzy Inference Systems”, International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC 2017). Inventive Research Organization and RVS Technical Campus, Coimbatore, 2017.

Publisher : International Conference on Computational Vision and Bio-inspired Computing

Year : 2017

Effectual Training For Object Detection Using Eye Tracking Data Set

Cite this Research Publication : , Radha D., and Amudha J., “Effectual Training For Object Detection Using Eye Tracking Data Set”, 2nd International conference on Inventive Computation Technologies(ICICT-2017). Coimbatore, 2017.

Publisher : 2nd International conference on Inventive Computation Technologies(ICICT-2017)

Year : 2017

Centrality Measures to Analyze Transport Network for Congestion Free Shipment

Cite this Research Publication : Radha D. and Kavikuil, K., “Centrality Measures to Analyze Transport Network for Congestion Free Shipment”, 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017). R.V. College of Engineering, Bengaluru, 2017.

Publisher : 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution.

Year : 2017

A Case Study on Social Network Analysis: Thesaurus Book

Cite this Research Publication : Radha D. and Nithia, K. P. T., “A Case Study on Social Network Analysis: Thesaurus Book”, 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017). R.V. College of Engineering, Bengaluru, 2017.

Publisher : 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution

Year : 2016

Analysis and visualization of social media networks

Cite this Research Publication : A. Malathi and Radha D., “Analysis and visualization of social media networks”, 2016 International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS). IEEE, Bengaluru, India, 2016.

Publisher : 2016 International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), IEEE,

Year : 2015

Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images

Cite this Research Publication : Amudha J., Radha D., and Deepa, A. S., “Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images”, Proceedings of the Third International Symposium on Women in Computing and Informatics. ACM, New York, NY, USA, 2015.

Publisher : Proceedings of the Third International Symposium on Women in Computing and Informatics

Year : 2012

Video Shot Detection using Saliency Measure

Cite this Research Publication : J. Amudha, Radha, D., and NareshKumar, P., “Video Shot Detection using Saliency Measure”, International Journal of Computer Applications, vol. 45, pp. 17–24, 2012.

Publisher : International Journal of Computer Applications

Conference Paper

Year : 2025

Forecasting Bitcoin Price Trends: Integrated Machine Learning with Market Trends

Cite this Research Publication : Samir Ahamed S, Radha D, V. S. Kirthika Devi, Forecasting Bitcoin Price Trends: Integrated Machine Learning with Market Trends, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10914850

Publisher : IEEE

Year : 2025

Benchmarking Indian E-Commerce Giants: Insights From Festive Sales Performance

Cite this Research Publication : Pranav H, Muppavarapu Sri Harshini, Rachuri Tarun, Radha D, Benchmarking Indian E-Commerce Giants: Insights From Festive Sales Performance, [source], IEEE, 2025, https://doi.org/10.1109/ICCCIT62592.2025.10928128

Publisher : IEEE

Year : 2025

Predictive Maintenance Analysis Using Multivariate Machine Performance Data for Industrial Downtime Reduction

Cite this Research Publication : Rajeswara Reddy Saddala, D. Radha, V. S. Kirthika Devi, Predictive Maintenance Analysis Using Multivariate Machine Performance Data for Industrial Downtime Reduction, [source], IEEE, 2025, https://doi.org/10.1109/IDCIOT64235.2025.10915129

Publisher : IEEE

Year : 2025

Enhanced Symmetric Cryptography with Multi-factor Authentication

Cite this Research Publication : Laalitya, Enhanced Symmetric Cryptography with Multi-factor Authentication, [source], Springer Nature Singapore, 2025, [url]

Publisher : Springer Nature Singapore

Year : 2024

Modeling Plant Health Monitoring Solutions for Farmers and Gardeners

Cite this Research Publication : A V S S Sampath, G Meher Pranav, Saurabh Kiran Mahuli, V Kanapathi, D Radha, Modeling Plant Health Monitoring Solutions for Farmers and Gardeners, [source], IEEE, 2024, https://doi.org/10.1109/ICECA63461.2024.10800994

Publisher : IEEE

Year : 2024

Summarizing News: Unleashing the Power of BART

Cite this Research Publication : M Asmitha, C.R. Kavitha, D Radha, Summarizing News: Unleashing the Power of BART, [source], IEEE, 2024, https://doi.org/10.1109/CONIT61985.2024.10626617

Publisher : IEEE

Year : 2024

Design of an Automatic Washing Machine Control System using Deterministic Finite Automata

Cite this Research Publication : C Madhuja, Shreya Bhanot, Srinidhi M, D. Radha, Design of an Automatic Washing Machine Control System using Deterministic Finite Automata, [source], IEEE, 2024, https://doi.org/10.1109/GCAT62922.2024.10923861

Publisher : IEEE

Year : 2024

Validation of ARM Processor Instructions using Deterministic Finite Automata

Cite this Research Publication : Dharshan J Y, Arjun R Amarnath, Valupadasu Srujan, Radha D, Validation of ARM Processor Instructions using Deterministic Finite Automata, [source], IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10774677

Publisher : IEEE

Year : 2024

Evaluation of genetic algorithm in network-on-chip based architecture

Cite this Research Publication : Doraisamy Radha, Minal Moharir, Evaluation of genetic algorithm in network-on-chip based architecture, IAES International Journal of Artificial Intelligence (IJ-AI), Institute of Advanced Engineering and Science, 2024, https://doi.org/10.11591/ijai.v13.i2.pp1479-1488

Publisher : Institute of Advanced Engineering and Science

Year : 2024

Speech to Action for Assisting Deaf Communities

Cite this Research Publication : Krishna, Speech to Action for Assisting Deaf Communities, [source], Springer Nature Singapore, 2024, [url]

Publisher : Springer Nature Singapore

Year : 2024

Autonomous Car Driving: Advanced Maneuvers Training

Cite this Research Publication : Savarala Chethana, Sreevathsa Sree Charan, Vemula Srihitha, D. Radha, Amudha J., Autonomous Car Driving: Advanced Maneuvers Training, 2024 IEEE North Karnataka Subsection Flagship International Conference (NKCon), IEEE, 2024, https://doi.org/10.1109/nkcon62728.2024.10774948

Publisher : IEEE

Year : 2024

Chatbot to chat with medical books using Retrieval-Augmented Generation Model

Cite this Research Publication : Sai Deepa Bhavani Peri, S Santhanalakshmi, Radha Radha, Chatbot to chat with medical books using Retrieval-Augmented Generation Model, Scopus, IEEE, 2024, https://doi.org/10.1109/NKCon62728.2024.10774900

Publisher : IEEE

Year : 2023

Cryptocurrency Price Prediction and Analysis

Cite this Research Publication : Vishal Shekhar Baviskar, Radha D., S S Uma Sankari, Cryptocurrency Price Prediction and Analysis, [source], IEEE, 2023, https://doi.org/10.1109/ICCCNT56998.2023.10308332

Publisher : IEEE

Year : 2023

AI Enabled Avionics Domain Specific TTS System

Cite this Research Publication : Sai Surya Teja Gontumukkala, B Sai Bharath, Aishwarya Virigineni, Radha D, Amudha J, Jitender Agarwal, Mohan Thippeswamy, AI Enabled Avionics Domain Specific TTS System, 2023 6th International Conference on Recent Trends in Advance Computing (ICRTAC), IEEE, 2023, https://doi.org/10.1109/icrtac59277.2023.10480815

Publisher : IEEE

Year : 2022

Automated Analogue Dial Reading in Cockpits

Cite this Research Publication : Harshitha Nagarajan, Rama Sai Abhishek Podila, C Vishal, D Radha, J Amudha, G Prasanna Murthy, Abiram Rajendran, Automated Analogue Dial Reading in Cockpits, 2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2022, https://doi.org/10.1109/conecct55679.2022.9865792

Publisher : IEEE

Year : 2022

A Naïve Approach for Mutation Detection Using Color Encodings and String Matching Techniques

Cite this Research Publication : Nikhil M.T., Jaswanth K., Siddhartha M.S.S., Radha D., Thakur A. “A Naïve Approach for Mutation Detection Using Color Encodings and String Matching Techniques, 2023, Smart Innovation, Systems and Technologies,326 SIST, 83-94, 10.1007/978-981-19-7513-4_8

Year : 2022

Analysis of Ensemble of Machine Learning Algorithms for Detection of Parkinson’s Disease

Cite this Research Publication : G. Tallapureddy and D. Radha, "Analysis of Ensemble of Machine Learning Algorithms for Detection of Parkinson's Disease," 2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 2022, pp. 354-361, doi: 10.1109/ICAAIC53929.2022.9793048

Publisher : 2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC) IEEE

Year : 2022

Diabetic Retinopathy Detection Using Deep Learning Models

Cite this Research Publication : Kanakaprabha, S., Radha, D., Santhanalakshmi, S. (2022). Diabetic Retinopathy Detection Using Deep Learning Models. In: Karuppusamy, P., García Márquez, F.P., Nguyen, T.N. (eds) Ubiquitous Intelligent Systems. ICUIS 2021. Smart Innovation, Systems and Technologies, vol 302. Springer, Singapore. https://doi.org/10.1007/978-981-19-2541-2_7

Publisher : International Conference on Ubiquitous Computing and Intelligent Information Systems, ICUIS 2021, Springer, Singapore

Year : 2021

Analysis of COVID-19 and Pneumonia Detection in Chest X-Ray Images using Deep Learning

Cite this Research Publication : Kanakaprabha, S. and D. Radha, "Analysis of COVID-19 and Pneumonia Detection in Chest X-Ray Images using Deep Learning," 2021 International Conference on Communication, Control and Information Sciences (ICCISc), 2021, pp. 1-6, doi: 10.1109/ICCISc52257.2021.9484888

Publisher : 2021 International Conference on Communication, Control and Information Sciences (ICCISc), IEEE

Year : 2021

Smart Trash Segregator Using Deep Learning on Embedded Platform

Cite this Research Publication : Mahakalkar, N.A., D., R. (2021). Smart Trash Segregator Using Deep Learning on Embedded Platform. In: Haldorai, A., Ramu, A., Mohanram, S., Chen, MY. (eds) 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-47560-4_34

Publisher : EAI/Springer Innovations in Communication and Computing

Year : 2020

Implementation and Testing of a Blockchain based Recruitment Management System

Cite this Research Publication : Dhanala, N. S., & Radha, D. (2020). Implementation and testing of a blockchain based recruitment management system. Paper presented at the Proceedings of the 5th International Conference on Communication and Electronics Systems, ICCES 2020, 583-588. doi:10.1109/ICCES48766.2020.09138093.

Publisher : IEEE

Year : 2019

Smart Phone as a Controlling Device for Smart Home using Speech Recognition

Cite this Research Publication : S. Bajpai and Radha D., “Smart Phone as a Controlling Device for Smart Home using Speech Recognition”, International Conference on Communication and Signal Processing – ICCSP’ 19 . Melmaruvathur, Tamilnadu, India, 2019.

Publisher : International Conference on Communication and Signal Processing – ICCSP’ 19

Year : 2018

Effectual Training for Object Detection Using Eye Tracking Data Set

Cite this Research Publication : S. Vishwakarma, Radha D., and Amudha J., “Effectual Training for Object Detection Using Eye Tracking Data Set”, in 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2018.

Publisher : 2018 International Conference on Inventive Research in Computing Applications

Journal Article

Year : 2022

Congestion aware and game based odd even adaptive routing in network on chip many-core architecture

Cite this Research Publication : Radha Doraisamy, Minal Moharir, Rajakumar Arul, Congestion aware and game based odd even adaptive routing in network on chip many-core architecture, Indonesian Journal of Electrical Engineering and Computer Science, Institute of Advanced Engineering and Science, 2022, https://doi.org/10.11591/ijeecs.v28.i2.pp962-972

Publisher : Institute of Advanced Engineering and Science

Year : 2020

Simulatıon of Autonomous Quadcopter

Cite this Research Publication : P. Anantha Pa Vaishnavi, Katuri, V., Bhargav, K. Sai, and Radha D., “Simulatıon of Autonomous Quadcopter”, International Journal of Advanced Science and Technology, vol. 29, no. 7, pp. 10974-10984, 2020.

Publisher : International Journal of Advanced Science and Technology,

Year : 2020

Multi-Core Architecture and Network on Chip: Applications and Challenges

Cite this Research Publication : M. N. V. Sesha Saiteja, K Reddy, S. Sumanth, Radha D., and Moharir, M., “Multi-Core Architecture and Network on Chip: Applications and Challenges”, Journal of Computational and Theoretical Nanoscience, vol. 17, no. 1, pp. 239–245, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience, American Scientific Publishers

Year : 2019

Analysis of factors affecting thresholds of cache-miss packet transmission in a NOC based many-core architecture

Cite this Research Publication : M. N. V. Sesha Saiteja, K Reddy, S. Sumanth, K Kumar, P., and Radha D., “Analysis of factors affecting thresholds of cache-miss packet transmission in a NOC based many-core architecture”, International Journal of Scientific and Technology Research, vol. 8, no. 10, 2019.

Publisher : International Journal of Scientific and Technology Research,

Year : 2019

Analysis of Human gene – Disease association as a Social network

Cite this Research Publication : A. R. Doke, Garla, N., and Radha D., “Analysis of Human gene - Disease association as a Social network”, International Journal of Advanced Trends in Computer Science and Engineering, vol. 8, no. 4, 2019.

Publisher : International Journal of Advanced Trends in Computer Science and Engineering

Year : 2018

Analysis and visualization of airport network to strengthen the economy

Cite this Research Publication : P. Saleena, Swetha, P. K., and Radha D., “Analysis and visualization of airport network to strengthen the economy”, International Journal of Engineering and Technology(UAE), vol. 7, pp. 708-713, 2018.

Publisher : International Journal of Engineering and Technology(UAE)

Year : 2015

Design of an Economic Voice Enabled Assistive System for the Visually Impaired

Cite this Research Publication : D. .Radha and Amudha, J., “Design of an Economic Voice Enabled Assistive System for the Visually Impaired”, International Journal of Applied Engineering Research, vol. 10, pp. 32711–32721, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Analysis of fuzzy rule optimization models

Cite this Research Publication : A. J., Radha D., and S., S., “Analysis of fuzzy rule optimization models”, International Journal of Engineering and Technology, vol. 7, pp. 1564-1570, 2015.

Publisher : International Journal of Engineering and Technology, Engg Journals Publications

Year : 2014

Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map

Cite this Research Publication : Radha D., Amudha, J., and Jyotsna C, “Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map”, International Journal of Computer Technology and Applications, vol. 5, no. 3, pp. 993-1000, 2014.

Publisher : International Journal of Computer Technology and Applications

Year : 2013

Detection of Unauthor- ized Human Entity in Surveillance Video

Cite this Research Publication : Radha D. and Amudha J., “Detection of Unauthor- ized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET),

Year : 2013

Detection of unauthorized human entity in surveillance video

Cite this Research Publication : Radha D. and Amudha, J., Ramyasree P, Ravindran Ranju, Shalini S, “Detection of Unauthorized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET)

Qualification
  • Ph.D. in Computer Science and Engineering, RVCE, VTU. Bengaluru.
  • M.Tech. in Computer Science and Engineering, Dr. MGR University, Chennai.
  • B.E in Computer Science and Engineering, RVS Engg College, Madurai Kamaraj University. Madurai.
Project Experience

Industry Project Experience

My research and project experience underscores her expertise in various computer science domains, from theoretical research in high-performance computing to practical applications in socially impactful projects. My involvement as a Faculty Mentor and commitment to organizing academic events further reflects my dedication to nurturing both student and academic community growth.

Honeywell Industrial Tech Pupa Projects:

As a Faculty Mentor, I guided around five Honeywell Industrial Tech Pupa Projects, four of which have been completed, and the fifth one is expected to conclude next month. My mentorship played a crucial role in the project’s success, leading to students receiving certificates, cash prizes, and paper publications.

Projects are :

Cockpit Analogue Gauge Interpreter:

The proposed solution is to use Deep Learning and Computer Vision techniques to automatically recognize analogue dial gauge readings and convert them to digital values for other processing and logging

AI-Enabled Avionics Domain-Specific Handwriting Text Recognition:

AI-based handwritten recognition software that recognizes the pilot’s live handnoted/shorthand/handwriting.

AI-enabled avionics Domain-Specific Text-to-speech system:

To synthesize human parity with natural sound for the input domain text in the English language. (Human-like speech)

Open Corpus Large Vocab Speech Recognition:

Finding and tuning a model to translate noisy speech data, which can be used in the aviation sector that has lots of wind current disturbances. (In black box recorder)

Drawing Views and Dimension Extraction from Drawing Files:

Creating a user-friendly, automated tool that reduces the manual effort required to interpret complex drawing files. By providing a seamless process for extracting views and dimensions, the project intends to enhance productivity, reduce errors, and improve collaboration among design and manufacturing teams.

FDP / Workshops
  • participated a FDP on “GenAI and its implications” held on 16th May 2025 organized by Verizon Data Services India Private Limited.
  • Attended “Generative AI Models and Applications of Machine Learning” organized by the Department of Information Science and Engineering, School of Computer Science and Engineering, JAIN (Deemed-to-be University), Bengaluru, held on 22nd July to 27th July, 2024.
  • Organised and attended Generative AI by Mr. Mahesh (Ex-Microsoft) in March 2024.
  • Workshop on Design Principles For Next Generation Embedded Computing Systems (July 2021)
    Duration : 12-hour Online Workshop
    Organizer : Department of CSE, IIT Guwahati in collaboration with the University of Essex, UK under the SPARC Project – Approximate Computing Techniques For Resource Constrained Edge Devices
    Topics Covered : Actively participated in this workshop, gaining insights into design principles for next-generation embedded computing systems. The focus was on approximate computing techniques for resource-constrained edge devices, reflecting her commitment to staying abreast of cutting-edge technologies.
  • Multicore Architecture and Design Online Workshop (August 26th and 27th, 2021)
    Organizer : Division of Electronics, School of Engineering, Cochin University of Science and Technology, Kochi
    Topics : “Need for Secure TCMPs- An Overview” and “NOC Performance Analysis using gem5 tool
    Duration : 2 Days
    Focus : Participated in this workshop, gaining insights into secure Transactional Coherent Memory Processors (TCMPs) and the performance analysis of Network-on-Chip (NOC) using the gem5 tool. This workshop contributed to her expertise in secure computing and advanced simulation tools.
  • Workshop on “Embedded Systems – An Application Driven Approach” (August 25th-27th, 2021)
    Organizers : All India Council for Technical Education (AICTE) ATAL Academy, STM Electronics, and Arm Education
    Topics Covered : Attended this workshop, focusing on an application-driven approach to embedded systems. The workshop likely covered various aspects of designing embedded systems for real-world application.
  •  Infosys, Campus Connect Programs, Technology workshops in various colleges etc. have enriched my knowledge by attending them.
Invited Talks
  • Masterclass on STEM@NEP MASTERCLASS (24, August 2023)Session Topic: “Using SQLite and other databases with Python
    Enlightened a session in Master class, organized by Edudevs collaborated with Amrita Vishwa Vidyapeetham University to empower and technologically equip the educators of today, the torch-bearers of society.
    There were more than 100 participants who had hands-on experience on the topic “Using  SQLite and other Databases with Python”.
  • AICTE Sponsored 6 Days Online STTP on “Python and Mobile Application Development” (13th – 18th August 2020)Session Topic: “Web Programming using Python”
    Delivered sessions on web programming using Python, providing participants with hands-on experience in developing web applications. The focus was on leveraging Python for web development, emphasizing practical applications and industry relevance.Phases : The workshop was conducted in three phases, spanning from August 13th to September 29th, 2020. Each phase contributed to a comprehensive understanding of Python and its applications in mobile application development.
  • SDP Program at HKBK College of Engineering (2020)
    Session Topic: “Learning Django”
    Delivered a session on learning Django, a high-level Python web framework. The session aimed to equip participants with the skills needed to develop robust and scalable web applications using Django
  • Workshop on Artificial Intelligence and Python Programming (May 2019)Session Topic: “Python Programming for CBSE School Teachers”
    Delivered a hands-on session on Python programming tailored for CBSE school teachers. The focus was on providing educators with the necessary tools and knowledge to incorporate Python programming into their teaching curriculum, aligning with the growing importance of coding skills in education.
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