Departments

Admin

Dr. Anju Asokan.

Associate Professor

Areas of Specialization

Artificial Intelligence and Image Processing
Areas of Interest

Artificial Intelligence, Machine Learning, Image Processing, Optimization Algorithms

Educational Summary


Course University Year
PhD Karunya Institute of Technology and Sciences 2021
MTech Amrita Vishwa Vidyapeetham 2016
B.Tech Toc H Institute of Science and Technology 2014

Experience


From Date To Date Institution Name Designation
2024-09-23 2026-03-30 Nehru college of Engineering and Research Center Assistant Professor
2022-06-20 2024-06-19 Sri Eshwar college of Engineering Assistant Professor
2020-12-21 2022-06-16 Sri Krishna College of Technology Assistant Professor
2016-11-07 2017-11-10 Tata Elxsi Senior Engineer

Achievements


Achievement Year
Awarded “Best Researcher Award 2022 2022
Awarded “Best Young Researcher Award 2021 2021
Awarded “Outstanding Research Paper Award” by Novel Research Academy for the paper titled ‘ Adaptive Cuckoo Search based optimal bilateral filtering for denoising of satellite images” published in ISA Transactions 2020

Papers Published


Published a journal titled “Content-Based Image Recovery System with the Aid of Median Binary Design Pattern” in Traitement du Signal journal
Published a journal titled “A Multiple Regression Analysis Approach to Understand the Critical Factors Impacting the Application of Machine Learning Techniques for Effective Productivity” in IEEE xplore
A journal titled “A self-adaptable Manta ray optimized Gabor filter for satellite image enhancement” published in Earth Science Informatics
A journal titled ‘Development of Symmetrical Fault detection during power swing based on entropy” published in Journal of Electrical Engineering and Technology
A journal on “Federated transfer learning for authentication and privacy preservation using novel supportive twin delayed DDPG (S-TD3) algorithm for IIoT published in Sensors
A journal titled 'Deep feature extraction and feature fusion for bi-temporal satellite image classification’ published in CMC-Computers, Materials and Continua (Impact factor: 4.89).
A journal titled ’Image Processing Techniques for analysis of satellite images for historical maps classification-An Overview’ published in Applied Sciences (Impact factor 2.217)
A journal paper titled ‘Adaptive Cuckoo Search based optimal bilateral filtering for denoising of satellite images’ published in ISA Transaction( Impact Factor 4.343)
A journal paper titled ‘Change detection techniques for remote sensing applications: a survey’ published in Earth Science Informatics(Impact Factor 1.628).
A journal paper titled ’Bat algorithm based non-linear contrast stretching for satellite image enhancement’ published in Geosciences.

Conferences / Workshop / FDPs Attended


Presented a paper titled ‘Machine Learning based Image Processing Techniques for Satellite Image Analysis — A Survey’ at IEEE International Conference on Machine Learning, Big Data , Cloud and Parallel Computing : Trends ,Prospective and Prospect held at Noida. •
Paper titled Edge preserved satellite image denoising using Median and Bilateral filtering’ presented at the International Conference on Recent Trends in Image Processing and Pattern Recognition(RTIP2R 2018) held at Solapur, Maharashtra.
Presented a paper titled 2D Discrete Cosine Transform for fusion of multitemporal satellite images’ at IEEE International Conference on Intelligent Computing and Control System (ICICCS 2018) held at Madurai.

Projects Guided


Projects Name Details Year
LoRa Protocol based Accident Alert System for Hilly Terrains BTech project Final year 2024
AI-Powered Disaster Data Calculation & SMS Alerting BTech project 2022
“Hand Gesture Recognition for Blind Using Machine Learning Algorithms BTech project 2022
Smart Trolley using IOT BTech Project 2021
GSM and GPS based accident detection and messaging system BTech project 2021