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Dr Madhu S Nair

vidwan id: 69145
Male

Professor, Department of Computer Science
Cochin University of Science and Technology

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 129
Books 0
Proceedings 0

Publications

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Scopus

Citations 1081
h-index 19

CrossRef

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Citations 994
h-index 18
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Professional Recognition

2018

Best Thesis Supervisor Award

IEEE Communications Society
2018

Best Paper Award

Fourth International Symposium on Intelligent Systems Technologies and Applications - ISTA 2018
2017

Swami Vivekananda Yuva Prathibha Puraskaram

Government of Kerala
2018

Certificate of Appreciation - Faculty Website Maintenance

Vice Chancellor, University of Kerala
2018

Certificate of Appreciation - Innovations in Teaching

Vice Chancellor, University of Kerala
2017

Paper Presenter Award at International Conference

Computer Society of India (CSI)
2017

IETE - Smt. Manorama Rathore Memorial Award

The Institution of Electronics and Telecommunication Engineers (IETE)
2017

First Prize Winner in the PROSTATEx-2 Grand Challenge 2017

AAPM, SPIE and NCI, USA
2017

Distinguished Assistant Professor Award

Computer Society of India (CSI)
2016

Associate Editor

IEEE Access
2015

Young Systems Scientist Award

Systems Society of India (SSI)
2013

IEI Young Engineers Award 2013-2014

The Institution of Engineers (India)
2013

Paper Presenter Award at International Conference

Computer Society of India (CSI)
2013

Career Award for Young Teachers (CAYT)

AICTE
2013

Most Active Editorial Board Member Award

The International Arab Journal of Information Technology (IAJIT)
2012

Most Active Reviewer Award

The International Arab Journal of Information Technology (IAJIT)
2012

Most Prominent Alumni Award

MES College, Marampally, Aluva
2011

Best Paper Award

The First International Conference on Advances in Computing and Communications - ACC 2011
2009

Innovative Student Projects Award - Best M.Tech. Thesis

Indian National Academy of Engineering (INAE)
2008

Travel Grant Award

AICTE
2008

Computer Science Alumni Association Award

COMSAAK
2003

Students Union Award for securing First Rank in MCA

Students Union, STAS
2000

Gold Medal for securing First Rank in BCA

MES College, Marampally, Aluva.
1996

Prof. P. Achuthan Pillai Memorial Endowment Prize

Maharajas College, Ernakulam, Kerala
2019

Best Faculty of the Year Award

Computer Society of India (CSI)
2021

Kairali Gaveshana Puraskaram 2019-20

Government of Kerala
2021

Distinguished Young Faculty Award 2020

Cochin University of Science and Technology (CUSAT)
2021

AICTE Visvesvaraya Best Teacher Award 2021

All India Council for Technical Education (AICTE)
2022

Best Paper Award

Second IEEE International Conference on Artificial Intelligence and Signal Processing - AISP 2022
2023

DRDO Academy Excellence Award 2020

Defence Research & Development Organisation (DRDO), Government of India

Community & Membership

2011

Institute of Electrical and Electronics Engineers (IEEE)

Senior Member
2016

Association for Computing Machinery (ACM)

Senior Member

Association for Computing Machinery (ACM)

2016
Senior Member

Institute of Electrical and Electronics Engineers (IEEE)

2015
Senior Member

International Association of Engineers (IAENG)

2008
Member

Computer Society of India (CSI)

2006
Associate Life Member

Bio

Digital Image Processing, Computer Vision, Pattern Recognition and Data Compression

Personal Details

  • Male
  • Professor , Cochin University of Science and Technology
  • Cochin University of Science and Technology, Main Campus, Trikakkara Kochi
Ph.D.
Other Institute 2013
M.Tech
University of Kerala 2008
M.C.A.
Other Institute 2003
Professor May 2021 – Present
Cochin University of Science and Technology | Department of Computer Science
Associate Professor May 2018 – May 2021
Cochin University of Science and Technology | Department of Computer Science
Assistant Professor Sep 2010 – Apr 2018
University of Kerala | Department of Computer Science
Assistant Professor Jul 2010 – Aug 2010
Rajagiri School of Engineering and Technology, Rajagiri Valley, Kakkanad | Department of Information Technology
Assistant Professor Feb 2004 – Jun 2010
Rajagiri College of Social Sciences, Kalamassery | Department of Computer Science

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Organisations (226+)

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Co-Authors (13)

David

Prof David Peter

Cochin University of Science and Technology

Deepak

Dr Deepak Mishra

Indian Institute of Space Science and Technology

Jeny

Dr Jeny Rajan

National Institute of Technology Karnataka

Jesna

Dr Jesna Mohan

Mar Baselios College of Engineering and Technology, Nalanchira

Jisha

Ms Jisha John

Mar Baselios College of Engineering and Technology, Nalanchira

Raju

Prof Raju G

Marwadi University, Rajkot

Mahadevappa

Dr Mahadevappa Manjunatha

Indian Institute of Technology Kharagpur

Bhaba Krishna

Dr Bhaba Krishna Mohanty

Indian Institute of Management Lucknow

Rama Krishna Sai

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Scholarly Work

Automated Validation of Aneurysm in Brain (AVAB) using Machine Learning Techniques

Funding Agency: The Kerala State Higher Education Council (KSHEC)

Principal Investigator

2,400,000

2022 - Ongoing

Ongoing
International Network for Image-based Diagnosis

Funding Agency: The Research Council of Norway

Co-Investigator

45,000,000

2021 - Ongoing

Ongoing
Design and Development of Adaptive Framework for Video Summarization

Funding Agency: Cochin University of Science and Technology

Principal Investigator

275,000

2018 - 2020

Completed
Advanced Digital Video Coding Standards

Funding Agency: MHRD, Govt. of India

GIAN Coordinator

816,000

2018 - 2018

Completed
Developing Soft Computing-Based Techniques for the Enhancement of Satellite/Aerial Images

Funding Agency: AICTE

Principal Investigator

45,000

2013 - 2016

Completed
Restoration & Enhancement of Noisy and Low Contrast Satellite Images

Funding Agency: Computer Society of India (CSI)

Principal Investigator

12,000

2009 - 2010

Completed

Automatic Segmentation and Classification of Mitosis in Breast Images by Signal Processing and Machine Learning Techniques

University University of Kerala
Year 2018
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Scholarly Publications

RDD-Net: retinal disease diagnosis network: a computer-aided diagnosis technique using graph learning and feature descriptors

Open Access
Article

Multi-View Stereo using Graph Cuts-based Depth Refinement

Open Access
article
Authors: Nair, Nirmal S and Nair, Madhu S

Adaptive Importance Sampling Unscented Kalman Filter with Kernel Regression for SAR Image Super-Resolution

Open Access
Article

An empirical study of the impact of masks on face recognition

Open Access
Article
Authors: Jeevan G.;Zacharias G.C.;Nair M.S.;Rajan J.

DRG-NET: A graph neural network for computer-aided grading of diabetic retinopathy

Open Access
Article

On the Performance of CNN and GAN models for Melanoma Classification

Open Access
inproceedings
Authors: Joson, Nikhil and Nair, Madhu S

A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network

Open Access
article
Authors: Gayathri, JL and Abraham, Bejoy and Sujarani, MS and Nair, Madhu S

VSMCNN-dynamic summarization of videos using salient features from multi-CNN model

Open Access
Article