Alavikunhu Panthakkan

According to our database, Alavikunhu Panthakkan authored at least 35 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A new frontier in hematology: Robust deep learning ensembles for white blood cell classification.

Alavikunhu Panthakkan, Anzar S. M., Wathiq Mansoor, Hussain Al-Ahmad

Biomed. Signal Process. Control., 2025

2024

SecureLite: An Intelligent Defense Mechanism for Securing CNN Models Against Model Inversion Attack.

Hanan Hussain, P. S. Tamizharasan, Gaurang Rajeev Pandit, Alavikunhu Panthakkan, Wathiq Mansoor

IEEE Access, 2024

2023

Evaluation of digital competence level among educators in UAE Higher Education Institutions using Digital Competence of Educators (DigComEdu) framework.

Suadad Muammar, Kamarul Faizal Bin Hashim, Alavikunhu Panthakkan

Educ. Inf. Technol., March, 2023

Explainable AI for Soil Fertility Prediction.

Harshiv Chandra, Pranav M. Pawar, R. Elakkiya, P. S. Tamizharasan, Raja Muthalagu, Alavikunhu Panthakkan

IEEE Access, 2023

Accurate UAV-Based Vehicle Detection: The Cutting-Edge YOLOv7 Approach.

Alavikunhu Panthakkan, Wathiq Mansoor, Hussain Al-Ahmad

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

High-Resolution Khalifa Satellite Imagery with AI-Powered Super Resolution Generative Adversarial Networks.

Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

An Extensive Evaluation of Plant Disease Detection Using Diverse Machine Learning Approaches.

Falguni Suthar, Kuldeep Padhya, Ritesh Joshi, Satyen Parikh, Alavikunhu Panthakkan, Wathiq Mansoor

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

Advancements in Ship Detection: Comparative Analysis of Optical and Hyperspectral Sensors.

Alyazia Al Shamsi, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

Transforming Healthcare: Raabin White Blood Cell Classification with Deep Vision Transformer.

Rufus Rubin, Anzar S. M., Alavikunhu Panthakkan, Wathiq Mansoor

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

An Analysis of Blockchain Frameworks for Electronic Health Records Using Hyperledger.

Mukta Mithra Raj, Raja Muthalagu, Pranav M. Pawar, Tamizharasan Periyasamy, Elakkiya R, Alavikunhu Panthakkan

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

Attentive Regularization in Targeted Kernel Networks for Accurate Diabetic Retinopathy Grading.

Mili Rosline Mathews, Anzar S. M., Alavikunhu Panthakkan

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

2022

A systematic comparison of transfer learning models for COVID-19 prediction.

Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Wathiq Mansoor, Hussain Al-Ahmad

Intell. Decis. Technol., 2022

Concatenated Xception-ResNet50 - A novel hybrid approach for accurate skin cancer prediction.

Alavikunhu Panthakkan, Anzar S. M., Sangeetha Jamal, Wathiq Mansoor

Comput. Biol. Medicine, 2022

AI based Automatic Vehicle Detection from Unmanned Aerial Vehicles (UAV) using YOLOv5 Model.

Alavikunhu Panthakkan, Najiya Valappil, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Hybrid Watermarking Algorithm to Protect and Authenticate KhalifaSat Imagery using DWT-SVD and SHA3 Hash Key.

Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Data Analytics and Knowledge Management in a learning environment for Higher Education.

Seema Verma, Jitendra Pandey, Alavikunhu Panthakkan

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Mask R-CNN with Multi-Backbones - A Comparative Analysis.

Rufus Rubin, Chinnu Jacob, Anzar S. M., Alavikunhu Panthakkan

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Performance Comparison of Credit Card Fraud Detection System using Machine Learning.

Alavikunhu Panthakkan, Najiya Valappil, Majida Appathil, Seema Verma, Wathiq Mansoor, Hussain Al-Ahmad

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Cuneiform Symbols Identification System using Correlation Technique.

Shahad Elshehaby, Mina Al-Saad, Alavikunhu Panthakkan, Hussain Al-Ahmad

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Comparative Analysis of Fine Tuned and Transfer Learning Model for Plant Disease Detection.

Akanksha Bodhale, Seema Verma, Alavikunhu Panthakkan

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

DeepSkinNet: A Deep Learning Model for Skin Cancer Detection.

A P. Abhiram, Anzar S. M., Alavikunhu Panthakkan

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

2021

A novel DeepNet model for the efficient detection of COVID-19 for symptomatic patients.

Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad

Biomed. Signal Process. Control., 2021

Random Interval Attendance Management System (RIAMS): A Novel Multimodal Approach for Post-COVID Virtual Learning.

Anzar S. M., N. P. Subheesh, Alavikunhu Panthakkan, Shanid Malayil, Hussain Al-Ahmad

IEEE Access, 2021

Geometric Validation Algorithms for DMSAT-1.

Haritha Harikrishnan, Alya A. AlMaazmi, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

Explorative & predictive analysis of Covid-19 in US and its impact on US Presidential Election.

M. G. Dhanya, M. Megha, Mahesh Kannath, Saeed Al-Mansoori, Alavikunhu Panthakkan

Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique.

Mina Al-Saad, Nour Aburaed, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images.

Nour Aburaed, Mina Al-Saad, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad, Stephen Marshall

Proceedings of the 28th IEEE International Conference on Electronics, 2021

2020

Accurate Prediction of COVID-19 (+) Using AI Deep VGG16 Model.

Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the 3rd International Conference on Signal Processing and Information Security, 2020

EfficientNet for retinal blood vessel segmentation.

Mili Rosline Mathews, Anzar S. M., R. Kalesh Krishnan, Alavikunhu Panthakkan

Proceedings of the 3rd International Conference on Signal Processing and Information Security, 2020

Skin Cancer Classification Model Based on VGG 19 and Transfer Learning.

Nour Aburaed, Alavikunhu Panthakkan, Mina Al-Saad, Saad Ali Amin, Wathiq Mansoor

Proceedings of the 3rd International Conference on Signal Processing and Information Security, 2020

Deep Convolutional Neural Network (DCNN) for Skin Cancer Classification.

Nour Aburaed, Alavikunhu Panthakkan, Mina Al-Saad, Saad Ali Amin, Wathiq Mansoor

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

2019

Cost Effective Real Time Vision Interface for Off Line Simulation of Fanuc Robots.

Bittu Scaria, Nazarudeen A. Aziz, Alavikunhu Panthakkan

Proceedings of the 2nd International Conference on Signal Processing and Information Security, 2019

2018

Detection of Water-Bodies Using Semantic Segmentation.

Mina Talal, Alavikunhu Panthakkan, Husameldin Mukhtar, Wathiq Mansoor, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the International Conference on Signal Processing and Information Security, 2018

Automatic Vehicle Detection from Aerial Images using Cascaded Support Vector Machine and Gaussian Mixture Model.

Shibani Hamsa, Alavikunhu Panthakkan, Saeed Al-Mansoori, Husain Alahamed

Proceedings of the International Conference on Signal Processing and Information Security, 2018

Autonomous Building Detection Using Region Properties and PCA.

Nour Aburaed, Alavikunhu Panthakkan, Husameldin Mukhtar, Wathiq Mansoor, Saeed Al-Mansoori, Hussain Al-Ahmad

Proceedings of the International Conference on Signal Processing and Information Security, 2018