Research output per year
Research output per year
Personal profile
Research interests
Area of Interest
Image Processing, Machine Learning, Computer Vision
Area of Expertise
Image& Video Processing, Machine Learning, Computer Vision
Area of Research
Image/Video Processing, Machine Learning, Bio-Medical Image processing, Computer vision & security
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Efficient Light Gradient Boosting Machine (LGBM) Framework for Early-Stage Diagnosis of Alzheimer’s Disease
Roopalakshmi, R., Nagendran, S. & Sreelatha, R., 2025, Intelligent Solutions for Smart Adaptation in Digital Era - Select Proceedings of InCITe 2024. Hasteer, N., Blum, C., Mehrotra, D. & Pandey, H. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 405-415 11 p. (Lecture Notes in Electrical Engineering; vol. 1278).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A novel light GBM framework combined with gain optimization for predicting dementia severity of Alzheimer’s disease
Roopalakshmi, R. & Sreelatha, R., 2024, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 12, 1, 2422408.Research output: Contribution to journal › Article › peer-review
Open Access -
A New Detection Framework for Stopped Vehicles in Urban Traffic Scenarios Using Robust Visual Features
Roopalakshmi, R. & Sreelatha, R., 2023, Intelligent Systems and Sustainable Computing - Proceedings of ICISSC 2022. Reddy, V. S., Prasad, V. K., Wang, J. & Rao Dasari, N. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 459-467 9 p. (Smart Innovation, Systems and Technologies; vol. 363).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Parallel Implementation of DNA Cryptography Encryption Scheme using MPI and CUDA
Kamath, N. N., Manjunath, K. N., Roopalakshmi, R., Rana, A., Nayak, A. & Neelima, B., 2023, IEEE International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems, ICAECIS 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 127-132 6 p. (IEEE International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems, ICAECIS 2023 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Robust Framework for Malevolent URL Detection using Hybrid Supervised Learning
Roopalakshmi, R., Shukla, A., Karthikeyan, J. & Banerjee, K., 2023, In: Procedia Computer Science. 230, p. 241-247 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Citation (Scopus)