Mr. ARUN A BALAKRISHNAN
Assistant Professor
Department of Electronics
Cochin University of Science and Technology
Kochi - 682022,
Kerala, India
BRIEF BIO
Arun A. Balakrishnan completed post graduation in Signal Processing with a CGPA of 9.53 (First Rank) from College of Engineering, Trivandrum (Kerala University) and graduation in Electronics & Communication Engineering with an aggregate of 81.46% (Fourth Rank) from Government Engineering College, Thrissur (Calicut University). He has a total of 9 years of teaching experience since then with 3 International Journals, 20 International Conference publications and 1 National Conference publication. He is currently doing research in underwater image enhancement techniques.
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RESEARCH INTERESTS
Deep Learning, Image Processing, Machine Learning, Signal Processing
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RESEARCH PROFILES
JOURNAL PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 4]
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A Novel L-CLAHE-Based Intensification Filter for Enhancement of Underwater Images and Pipeline Tracking, IETE Journal of Research, Taylor & Francis 2023
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Modular Microservice based GPU Utilization Manager with Gunicorn, Journal of Science and Technology, Longman Publishers Vol. 5, 2020
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An Efficient Tool Identification System Using Prin- cipal Component Analysis, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 2, 2013
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Fetal ECG Extraction Using Adaptive Filters, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 2, 2013
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CONFERENCE PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 24]
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Classification of Low Quality Underwater Objects Using Convolutional Neural Networks and Transfer Learning, OCEANS 2022, 2022
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Analysis of U-Net Based Image Segmentation Model on Underwater Images of Different Species of Fishes, 2021 International Symposium on Ocean Technology (SYMPOL 2021), 2021
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Dehazing Underwater Images Using Encoder Decoder Based Generic Model-Agnostic Convolutional Neural Network, 2021 International Symposium on Ocean Technology (SYMPOL 2021), 2021
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Acoustic Source Localization using Random Forest Regressor, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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L-CLAHE Intensification Filter (L-CIF) Algorithm for Underwater Image Enhancement and Colour Restoration, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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Underwater Image Enhancement Using White Balance, USM and CLHE, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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Algorithm for Underwater Cable Tracking Using CLAHE based Enhancement, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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An Efficient Underwater Pipeline Detection System Using Machine Learning Approach, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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Prototype Implementation of Spatial Filtering using Sensor Array, 2019 International Symposium on Ocean Technology (SYMPOL 2019), 2019
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High Resolution Wideband Acoustic Beamforming and Underwater Target Localization using 64-Element Linear Hydrophone Array, 2018 8th International Symposium on Embedded Computing and System Design (ISED), Vol. 1 , 1, 2018
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BOOKS PUBLISHED
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Mr. ARUN A BALAKRISHNAN, Supriya M. H., P. R. S. Pillai, Proceedings of 2019 International Symposium on Ocean Technology, IEEE, 2019 , ISBN : 9781728153254
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Mr. ARUN A BALAKRISHNAN, Supriya M. H., Proceedings of 2021 International Symposium on Ocean Technology, IEEE, 2021 , ISBN : 978-1-6654-3616-8
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AWARDS AND HONOURS
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Resource person of one day workshop on “Technical Documentation Using Latex & Beamer” from Department of Computer Applications, CUSAT, in the year 2015
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Resource person of one day workshop on “Latex & Beamer” from Departemnt of Computer Applications, CUSAT, in the year 2016
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Resource person in Short Term Training Programme on “Introduction to FOSS and Engineering Tools” sponsored by ICFOSS from Mar Athanasius College of Engineering, Kothamangalam , in the year 2018
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FLAIR National Internship from Higher Education Department, Govt. of Kerala, in the year 2017
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NPTEL Elite Online Certification in MOOC - Deep Learning Part 1 from IIT Madras, in the year 2019
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Resource Person in International Workshop on "Art of Writing a Research Paper" from Sacred Heart College (Autonomous), Thevara, Kerala, in the year 2021
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Resource Person in Online Hands on Programme on "LaTeX-A Professional Document Making Tool from Department of Electronics and Communication Engineering, IES College of Engineering, Chittilappilly, Thrissur, in the year 2020
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Resource Person in Online Hands on Programme on "Technical Writing using LaTeX" from Department of Instrumentation, CUSAT, in the year 2021
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RESEARCH PROJECTS
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"Algotithms for underwater Image Enhancement, Object Detection and Cable Tracking" (Naval Research Board, New Delhi- 2017 -2019 , Total outlay Rs.3060000)
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"Machine Learning Models for Underwater Image Enhancement and Content Analysis" (Naval Research Board, New Delhi- 2020 -2022 , Total outlay Rs.4804560)
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"Multi-parameter Buoy Monitoring System for Data Collection in Arabian Sea" (RUSA- 2023 -2024 , Total outlay Rs.6245240)
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