Rekha R. Nair

23 papers Journal 9Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Adaptive Swarm Compression Using Hybrid PSO-GA Framework for Bio-Inspired Data Compression with Fidelity Preservation.
ICSPIS
Tina Babu, Rekha R. Nair, Alavikunhu Panthakkan, Balamurugan Balusamy, Wathiq Mansoor, Hussain Al-Ahmad
2025 J jnl
Hybrid Autoencoder-Based Framework for Early Fault Detection in Wind Turbines.
CoRR
Rekha R. Nair, Tina Babu, Alavikunhu Panthakkan, Balamurugan Balusamy, Wathiq Mansoor
2025 J jnl
Unlocking Biomedical Insights: Hierarchical Attention Networks for High-Dimensional Data Interpretation.
CoRR
Rekha R. Nair, Tina Babu, Alavikunhu Panthakkan, Hussain Al-Ahmad, Balamurugan Balusamy
2024 — conf
Bridging the Modality Gap: Generative Adversarial Networks for T1-T2 MRI Image Translation.
ICCCNT
Mayank Pandey, Naga Sai Shreya Kunda, Pranave KC, Tripty Singh, Rekha R. Nair
2024 — conf
Federated Ensemble for Lung Pneumonia Detection.
ICCCNT
Vishwash Sharma, Venkata Hemant Kumar Reddy Challa, Pasupuleti Pranavi, Tripty Singh, Rekha R. Nair
2024 J jnl
Improving Early Detection and Classification of Lung Diseases With Innovative MobileNetV2 Framework.
IEEE Access
Amrita Tripathi, Tripty Singh, Rekha R. Nair, Prakash Duraisamy
2024 — conf
Pattern Recognition in Lung Disease Classification: Leveraging Convolutional Neural Networks that Employs Local Phase Quantization Features.
ICCCNT
M. Ramya Sree, Mettu Siddhartha, Poli Vamsi Vardhan Reddy, Tripty Singh, Rekha R. Nair
2023 — conf
Analyzing the Impact of COVID-19 on Liver Cancer: A Comprehensive Study using XGBoost Classifier and Feature Selection Techniques.
ICMLDE
Rekha R. Nair, Tina Babu, Kishore S, Vishnu Vilashini S
2023 — conf
BrainNet: A Deep Learning Approach for Brain Tumor Classification.
ICMLDE
Tripty Singh, Rekha R. Nair, Tina Babu, Atharwa Wagh, Aniket Bhosalea, Prakash Duraisamy
2023 — conf
Class Room Student Attentiveness Model based on YOLO.
ICCCNT
Rekha R. Nair, Tina Babu, Tripty Singh, Prakash Duraisamy, Vishal Mehra
2023 — conf
Classification of Breast Cancer using a Novel Neural Network-based Architecture.
ICCCNT
Priti Mishra, Sangita Khare, Tripty Singh, Rekha R. Nair, Mansi Sharma
2023 J jnl
Emotion-Aware Music Recommendation System: Enhancing User Experience Through Real-Time Emotional Context.
CoRR
Tina Babu, Rekha R. Nair, Geetha A
2023 — conf
Enhancing Academic Integrity in Online Assessments: Introducing an Effective Online Exam Proctoring Model using YOLO.
ICMLDE
Tripty Singh, Rekha R. Nair, Tina Babu, Prakash Duraisamy
2023 — conf
Enhancing Gas Leak Detection with IoT Technology: An Innovative Approach.
ICMLDE
Tina Babu, Rekha R. Nair, Kishore S, Vineeth M
2023 J jnl
Enhancing Student Engagement in Online Learning through Facial Expression Analysis and Complex Emotion Recognition using Deep Learning.
CoRR
Rekha R. Nair, Tina Babu, Pavithra K
2023 J jnl
Multiresolution approach on medical image fusion by modified local energy.
Signal Image Video Process.
Rekha R. Nair, Tina Babu, Tripty Singh
2023 — conf
Ship Detection in Synthetic Aperture Radar Imagery: An Active Contour Model Approach in Computer Vision Deep Learning.
ICMLDE
Tripty Singh, Tina Babu, Rekha R. Nair, Prakash Duraisamy
2022 — conf
A Framework for the prediction of Diabtetes Mellitus using Hyper-Parameter tuned XGBoost Classifier.
ICCCNT
Gayathri R., Peeta Basa Pati, Tripty Singh, Rekha R. Nair
2022 J jnl
Multi-layer, multi-modal medical image intelligent fusion.
Multim. Tools Appl.
Rekha R. Nair, Tripty Singh, Abhinandan Basavapattana, Manasa M. Pawar
2021 J jnl
Multi-modal medical image fusion using LMF-GAN - A maximum parameter infusion technique.
J. Intell. Fuzzy Syst.
Rekha R. Nair, Tripty Singh, Rashmi Sankar, Klement Gunndu
2021 — conf
Optimal Pneumonia detection using Convolutional Neural Networks from X-ray Images.
ICCCNT
Amrita Tripathi, Tripty Singh, Rekha R. Nair
2021 — conf
Visualization of COVID Bimodal scan using DNN.
ICCCNT
Amrita Tripathi, Abhinandan Basavapattana, Rekha R. Nair, Tripty Singh
2019 J jnl
Multi-sensor medical image fusion using pyramid-based DWT: a multi-resolution approach.
IET Image Process.
Rekha R. Nair, Tripty Singh