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Dr. Aravinth J.

Associate Professor, Electronics and Communication Engineering, School of Engineering, Coimbatore

Qualification: M.E, Ph.D
j_aravinth@cb.amrita.edu
Ph: 9566772677, 9043672677
Aravinth J's Google Scholar Profile
Research Interest: Digital Image Processing, Hyperspectral Remote Sensing, LIDAR Data Processing, Multi Modal Biometrics, Soft Computing

Bio Publications Qualification Professional Experience Academic Responsibilities Teaching Faculty Development / STTP / Workshops /Conferences Research
Bio

Dr. J. Aravinth joined the Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham in the year 2010, where he is currently an Associate Professor . He received his B.E. degree in Electronics and Communication from Periyar University in 2004. He received his M.E degree in Applied Electronics from Anna University, Chennai in 2007. He earned his Ph.D. degree from Anna University, Chennai, in December 2017. His Ph.D. thesis was Design of Single and Hybrid Classifier based Score Level Fusion for Multimodal Biometric Recognition. Before joining Amrita, he worked as a lecturer in the Department of ECE at Kongu Engineering College, Erode during the period 2007-2010.

His research areas of interest include Hyperspectral Image Analysis, Remote Sensing, Signal Processing and Machine Learning. He is currently working on Hyperspectral Image compression using compressed sensing and deep learning. He has authored around 40 technical papers in reputed conferences and journals indexed in SCI and Scopus. He is a member of the Institution of Electronics and Telecommunication Engineers, a professional body. He has organized several national workshops in association with CoreEl Technologies, Bangalore and ISRO sponsored national seminar.

Publications

Journal Article

Year : 2023

Optimal hyperspectral band selection using robust multi-verse optimization algorithm

Cite this Research Publication : Aravinth J.; Veni S.; Dheepika R.; Venkat Gopinath Polamuri.; A R Poornima.; K Sai Sandeep, "Optimal hyperspectral band selection using robust multi-verse optimization algorithm," Multimedia Tools and Applications, 82, 14663–14687 (2023). DOI: https://doi.org/10.1007/s11042-022-13956-z

Publisher : Springer

Year : 2023

Reconstruction of Compressed Hyperspectral Image Using SqueezeNet Coupled Dense Attentional Net

Cite this Research Publication : Mohan, D.; Aravinth, J.; Rajendran, S., "Reconstruction of Compressed Hyperspectral Image Using SqueezeNet Coupled Dense Attentional Net," Remote Sensing, 2023, 15, 2734. https://doi.org/10.3390/rs15112734

Year : 2021

Robust Classification Technique for Hyperspectral Images Based on 3D-Discrete Wavelet Transform

Cite this Research Publication : Anand, R.; Veni, S.; Aravinth, J., "Robust Classification Technique for Hyperspectral Images Based on 3D-Discrete Wavelet Transform," Remote Sens. 2021, 13, 1255. https://doi.org/10.3390/rs13071255.

Publisher : Remote Sensing

Year : 2016

Multi Classifier Based Score Level Fusion of Multi- Modal Biometric Recognition and its Application to Remote Biometrics Authentication

Cite this Research Publication : Aravinth, J & Valarmathy S 2015, "Multi Classifier Based Score Level Fusion of Multi- Modal Biometric Recognition and its Application to Remote Biometrics Authentication", The Imaging Science Journal, vol. 64, no. 1, pp. 1-14, December 2015 (Taylor & Francis Publishers ISSN: 1368-2199, 1743-131X) IF - 0.846 https://doi.org/10.1080/13682199.2015.1104067

Publisher : Taylor & Francis Publishers

Year : 2012

A Novel Feature Extraction Techniques for Multimodal Score Fusion Using Density Based Gaussian Mixture Model Approach

Cite this Research Publication : Aravinth J. and S.Valarmathy, D., “A Novel Feature Extraction Techniques for Multimodal Score Fusion Using Density Based Gaussian Mixture Model Approach”, International Journal of Emerging Technology and Advanced Engineering, vol. 2, pp. 123-131, 2012.

Publisher : International Journal of Emerging Technology and Advanced Engineering

Conference Paper

Year : 2022

Transfer Learning-based Feature Fusion of White Blood Cell Image Classification

Cite this Research Publication : Shivani Parayil; J Aravinth, "Transfer Learning-based Feature Fusion of White Blood Cell Image Classification," 2022 7th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2022, pp. 1468-1474 doi: 10.1109/ICCES54183.2022.9835815.

Publisher : IEEE

Year : 2022

Multispectral Image Super Resolution with Auto-Encoder Model and Fusion Technique

Cite this Research Publication : Kasu Ameesh Reddy; Potti Sri Venkata Surya Pavan Teja; Grandhi Krishna Teja; Karanam Divya and J. Aravinth., "Multispectral Image Super Resolution with Auto-Encoder Model and Fusion Technique," 2022 7th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2022, pp. 1485-1490 doi: 10.1109/ICCES54183.2022.9835943.

Publisher : IEEE

Year : 2022

Spatial Spectral based 3D Feature Map for EEG Emotion Recognition

Cite this Research Publication : Mithra U S; Aravinth J., "Spatial Spectral based 3D Feature Map for EEG Emotion Recognition," 2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2022, pp. 247-252 doi: 10.1109/ICESC54411.2022.9885393.

Publisher : IEEE

Year : 2022

Face Mask Identification using Transfer Learning Techniques

Cite this Research Publication : Priyadarshini. A; Aravinth J, "Face Mask Identification using Transfer Learning Techniques," 2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2022, pp. 860-866 doi: 10.1109/ICESC54411.2022.9885253.

Publisher : IEEE

Year : 2021

Analysis of Land Cover Type Using Landsat-8 Data

Cite this Research Publication : Samuktha, V., Sabeshnav, M., Krishna Sameera, A., Aravinth, J., Veni, S. (2021), "Analysis of Land Cover Type Using Landsat-8 Data", ICCIDS 2021 (International Conference on Computational Intelligence in Data Science), IFIP Advances in Information and Communication Technology, vol 611. Springer. https://doi.org/10.1007/978-3-030-92600-7_8

Publisher : Springer

Year : 2021

Diabetes Prediction using Machine Learning Algorithms with Feature Selection and Dimensionality Reduction

Cite this Research Publication : S. Sivaranjani, S. Ananya, J. Aravinth and R. Karthika, "Diabetes Prediction using Machine Learning Algorithms with Feature Selection and Dimensionality Reduction," 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2021, pp. 141-146, doi: 10.1109/ICACCS51430.2021.9441935.

Publisher : IEEE

Year : 2021

Pedestrian Detection and Tracking in Challenging Conditions

Cite this Research Publication : J. Byju, R. Chitra, P. E. Pranesh, R. S. Pavan and J. Aravinth, "Pedestrian Detection and Tracking in Challenging Conditions," 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2021, pp. 399-403, doi: 10.1109/ICACCS51430.2021.9441934.

Publisher : IEEE

Year : 2021

A Framework to Identify Allergen and Nutrient Content in Fruits and Packaged Food using Deep Learning and OCR

Cite this Research Publication : B. Rohini, D. M. Pavuluri, L. Naresh Kumar, V. Soorya and J. Aravinth, "A Framework to Identify Allergen and Nutrient Content in Fruits and Packaged Food using Deep Learning and OCR," 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2021, pp. 72-77, doi: 10.1109/ICACCS51430.2021.9441800.

Publisher : IEEE

Year : 2021

Framework for EEG Based Emotion Recognition Based on Hybrid Neural Network

Cite this Research Publication : Jancy Mariam Jose; Aravinth. J, "Framework for EEG Based Emotion Recognition Based on Hybrid Neural Network," 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2021, pp. 1-7, doi: 10.1109/ICBSII51839.2021.9445130.

Publisher : IEEE

Year : 2021

Comparative Analysis of different Machine Learning Classifiers for Prediction of Diabetic Retinopathy

Cite this Research Publication : R. Priyanka and J. Aravinth, "Comparative Analysis of different Machine Learning Classifiers for Prediction of Diabetic Retinopathy," 2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT), Bangalore, India, 2021, pp. 233-239, doi: 10.1109/RTEICT52294.2021.9573525.

Publisher : IEEE

Year : 2021

Chronic kidney disease prediction using machine learning techniques

Cite this Research Publication : G. Nandhini and J. Aravinth, "Chronic kidney disease prediction using machine learning techniques," 2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT), Bangalore, India, 2021, pp. 227-232 doi: 10.1109/RTEICT52294.2021.9573971.

Publisher : IEEE

Year : 2021

Parkinson’s disease Diagnosis using Voice Signals by Machine Learning Approach

Cite this Research Publication : D. A. Vigneswari and J. Aravinth, "Parkinson's disease Diagnosis using Voice Signals by Machine Learning Approach," 2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT), Bangalore, India, 2021, pp. 869-872 doi: 10.1109/RTEICT52294.2021.9573689

Publisher : IEEE

Year : 2021

Detection of Melanoma Skin Cancer using Dermoscopic Skin Lesion Images

Cite this Research Publication : S. Shrinithi and J. Aravinth, "Detection of Melanoma Skin Cancer using Dermoscopic Skin Lesion Images," 2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT), Bangalore, India, 2021, pp. 240-245 doi: 10.1109/RTEICT52294.2021.9573741.

Publisher : IEEE

Year : 2021

Enhanced Local Features using Ridgelet Filters for Traffic Sign Detection and Recognition

Cite this Research Publication : Sahul Mohan Tarachandy; Aravinth J, "Enhanced Local Features using Ridgelet Filters for Traffic Sign Detection and Recognition," 2021 Second International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2021, pp. 1150-1156, doi: 10.1109/ICESC51422.2021.9532967.

Publisher : IEEE

Year : 2021

Multimodal Emotion Recognition Using Different Fusion Techniques

Cite this Research Publication : G. Subramanian, N. Cholendiran, K. Prathyusha, N. Balasubramanain and J. Aravinth, "Multimodal Emotion Recognition Using Different Fusion Techniques," 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2021, pp. 1-6, doi: 10.1109/ICBSII51839.2021.9445146.

Publisher : IEEE

Year : 2021

Correlation Based Breast Cancer Detection using Machine Learning

Cite this Research Publication : A. Priyadarshini and J. Aravinth, "Correlation Based Breast Cancer Detection using Machine Learning," 2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT), Bangalore, India, 2021, pp. 499-504 doi: 10.1109/RTEICT52294.2021.9573818.

Publisher : IEEE

Year : 2020

Design and Construction of a Submarine Miniature

Cite this Research Publication : G. K. Abenanth, s. Balachander, U. Sivakarthikeyan, M. Avinash Subramaniam and J. Aravinth, "Design and Construction of a Submarine Miniature," 2020 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2020, pp. 0061-0066 doi: 10.1109/ICCSP48568.2020.9182355.

Publisher : IEEE

Year : 2020

Matcher Performance-Based Score Level Fusion Schemes For Multi-modal Biometric Authentication System

Cite this Research Publication : V. S. Amritha and J. Aravinth, "Matcher Performance-Based Score Level Fusion Schemes For Multi-modal Biometric Authentication System," 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2020, pp. 79-85, doi: 10.1109/ICACCS48705.2020.9074446.

Publisher : IEEE

Year : 2020

Secure Iris Recognition using Negative Database

Cite this Research Publication : A. Anand, S. Ramkumar, V. Akshaya Kumar, K. Vinoth and J. Aravinth., "Secure Iris Recognition using Negative Database," 2020 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2020, pp. 0071-0075 doi: 10.1109/ICCSP48568.2020.9182200.

Publisher : IEEE

Year : 2020

Classification of heart murmur using CNN

Cite this Research Publication : Sukanya Sudarsanan and Aravinth.J., "Classification of heart murmur using CNN," Proceedings of the Fifth International Conference on Communication and Electronics Systems (ICCES 2020) IEEE Conference Record # 48766; IEEE Xplore ISBN: 978-1-7281-5371-1

Publisher : IEEE

Year : 2020

High Resolution Air Pollution Mapping using Wireless Sensor Nodes

Cite this Research Publication : B. S. H. Mathur, G. K. Sudheer, S. M, C. Boddu and J. Aravinth, "High Resolution Air Pollution Mapping using Wireless Sensor Nodes," 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2020, pp. 430-435, doi: 10.1109/ICACCS48705.2020.9074396.

Publisher : IEEE

Year : 2019

Machine learning based Detection of Zinc Mineralization North India using Hyperspectral Image Processing

Cite this Research Publication : J. Aravinth, B. Nath, M. Siva Subramanian, R. V. S. S. Bulusu and P. Monish, "Machine learning based Detection of Zinc Mineralization North India using Hyperspectral Image Processing," 2019 International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2019, pp. 1777-1781, doi: 10.1109/ICCES45898.2019.9002211.

Publisher : IEEE

Year : 2019

Mapping of Mormon Tea Species using Hyperion Hyperspectral Data

Cite this Research Publication : H. Shamilee, J. v. Balaji, S. Praveen and J. Aravinth, "Mapping of Mormon Tea Species using Hyperion Hyperspectral Data," 2019 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), Chennai, India, 2019, pp. 180-185, doi: 10.1109/WiSPNET45539.2019.9032836

Publisher : IEEE

Year : 2019

CNN based Off-the-Person ECG Biometrics

Cite this Research Publication : M. A. A. Muhammed and J. Aravinth, "CNN based Off-the-Person ECG Biometrics," 2019 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), Chennai, India, 2019, pp. 217-221, doi: 10.1109/WiSPNET45539.2019.9032813.

Publisher : IEEE

Year : 2018

Fusion Methods for Hyperspectral Image and LIDAR Data at Pixel-Level

Cite this Research Publication : C. Diana Abraham and J. Aravinth, "Fusion Methods for Hyperspectral Image and LIDAR Data at Pixel-Level," 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, 2018, pp. 1-3, doi: 10.1109/WiSPNET.2018.8538460.

Publisher : IEEE

Year : 2018

Estimating Pollution Contents in an Urban Area using Airborne Hyperspectral Thermal Data

Cite this Research Publication : Jeena Elsa George and J. Aravinth, "Estimating Pollution Contents in an Urban Area using Airborne Hyperspectral Thermal Data," 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, India, 2018, pp. 1-7, doi: 10.1109/WiSPNET.2018.8538681.

Publisher : IEEE

Year : 2018

Evaluation and Analysis of building Height with LiDAR Data

Cite this Research Publication : J. Aravinth, R. Lavenya, K. Shanmukha and K. Vaishnavi, "Evaluation and Analysis of building Height with LiDAR Data," 2018 3rd International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2018, pp. 397-402, doi: 10.1109/CESYS.2018.8724044.

Publisher : IEEE

Year : 2018

Classification of Urban Objects from HSR-HTIR data using CNN and Random forest Classifier

Cite this Research Publication : J. Aravinth, A. Bharadwaj, K. Harikrishna and N. Vignajeeth, "Classification of Urban Objects from HSR-HTIR data using CNN and Random forest Classifier," 2018 3rd International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2018, pp. 388-391, doi: 10.1109/CESYS.2018.8723885.

Publisher : IEEE

Year : 2018

Urban Objects Classification from HSR-HTIR Data Using Gaussian and Mahalanobis Distance Classifiers

Cite this Research Publication : V. Natarajan, L. Anush Bharadwaj, K. Hari Krishna and J. Aravinth, "Urban Objects Classification from HSR-HTIR Data Using Gaussian and Mahalanobis Distance Classifiers," 2018 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2018, pp. 1041-1045, doi: 10.1109/ICCSP.2018.8524146.

Publisher : IEEE

Year : 2018

Estimation of Peaks and Canopy Height Using LiDAR Data

Cite this Research Publication : R. Lavenya, K. Shanmukha, K. Vaishnavi, N. G. Abijith and J. Aravinth, "Estimation of Peaks and Canopy Height Using LiDAR Data," 2018 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2018, pp. 0518-0522, doi: 10.1109/ICCSP.2018.8524455.

Publisher : Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018

Year : 2017

Identifying Traces of Copper in Basavakote, Karnataka using Hyperspectral Remote Sensing

Cite this Research Publication : J. Aravinth and S. Roopa, "Identifying traces of copper in basavakote, Karnataka using hyperspectral remote sensing," 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy), Kollam, India, 2017, pp. 1-6, doi: 10.1109/TAPENERGY.2017.8397231.

Publisher : IEEE

Year : 2017

Detection of Pollution Content in an Urban Area Using Landsat 8 Data

Cite this Research Publication : Jeena Elsa George, J. Aravinth and S. Veni, "Detection of pollution content in an urban area using landsat 8 data," 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017, pp. 184-190, doi: 10.1109/ICACCI.2017.8125838.

Publisher : IEEE

Year : 2017

Detection of Copper in Southern India Using Hyperion Imagery

Cite this Research Publication : S. Roopa, K. S. Narayanan, S. Sarvanan, M. Jhanane and J. Aravinth, "Detection of copper in southern India using hyperion imagery," 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017, pp. 1188-1194, doi: 10.1109/ICACCI.2017.8126003.

Publisher : IEEE

Year : 2017

Big Data Challenges in Airborne Hyperspectral Image for Urban Landuse Classification

Cite this Research Publication : R. Anand, S. Veni, and Aravinth J., “Big Data Challenges in Airborne Hyperspectral Image for Urban Landuse Classification”, 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI). pp. 1808-1814, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

Year : 2016

Serial multimodal framework for enhancing user convenience using dimensionality reduction technique

Cite this Research Publication : S. Prasad and Aravinth J., “Serial multimodal framework for enhancing user convenience using dimensionality reduction technique”, in Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2016, 2016.

Publisher : Institute of Electrical and Electronics Engineers Inc.

Year : 2016

Robust features for spoofing detection

Cite this Research Publication : A. Sathya, J. Swetha, K. A. Das, K. K. George, C. S. Kumar and J. Aravinth, "Robust features for spoofing detection," 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016, pp. 2410-2414, doi: 10.1109/ICACCI.2016.7732417.

Publisher : IEEE

Year : 2016

An Application of image processing techniques for Detection of Diseases on Brinjal Leaves Using K-Means Clustering Method

Cite this Research Publication : Anand R, S. Veni, and Aravinth J., “An Application of image processing techniques for Detection of Diseases on Brinjal Leaves Using K-Means Clustering Method(2016)”, Fifth International Conference on Recent Trends in Information Technology 2016 (ICRTIT 2016). Anna University, Chennai campus , 2016.

Publisher : Fifth International Conference on Recent Trends in Information Technology 2016 (ICRTIT 2016), Anna University, Chennai campus.

Year : 2015

A Natural Optimization Algorithm to Fuse Scores for Multimodal Biometric Recognition

Cite this Research Publication : Aravinth J. and Valarmathy, Sb, “A Natural Optimization Algorithm to Fuse Scores for Multimodal Biometric Recognition”, International Journal of Applied Engineering Research, vol. 10, pp. 21341-21354, 2015.

Publisher : Research India Publications

Year : 2014

Multimodal Biometric Score Fusion Using Cuckoo Search Algorithm

Cite this Research Publication : H. Nadella, .Sampurna, R., .Susnehalatha, N., Viswanathan, V., T., V. Kumar, and Aravinth J., “Multimodal Biometric Score Fusion Using Cuckoo Search Algorithm”, in Proceedings of RTCSP-2014 , Amrita Vishwa Vidyapeetham, 2014.

Publisher : Amrita Vishwa Vidyapeetham

Year : 2013

Score-level fusion technique for multi-modal biometric recognition using ABC-based neural network

Cite this Research Publication : Aravinth J. and Valarmathy, Sb, “Score-level fusion technique for multi-modal biometric recognition using ABC-based neural network”, International Review on Computers and Software, vol. 8, pp. 1889-1900, 2013.

Publisher : International Review on Computers and Software

Year : 2012

Feature extraction for multimodal biometric and study of fusion using Gaussian mixture model

Cite this Research Publication : S. A. Vivek, J. Aravinth and S. Valarmathy, "Feature extraction for multimodal biometric and study of fusion using Gaussian mixture model," International Conference on Pattern Recognition, Informatics and Medical Engineering (PRIME-2012), Salem, India, 2012, pp. 387-392, doi: 10.1109/ICPRIME.2012.6208377.

Publisher : IEEE International Conference on Pattern Recognition, Informatics and Medical Engineering

Year : 2012

Density Based Score Fusion of Fingerprint, Iris and Face for User Authentication

Cite this Research Publication : A. Vivek S, S, S., P, N., M, V., Ravi, A., and Aravinth J., “Density Based Score Fusion of Fingerprint, Iris and Face for User Authentication”, in Proceedings of fifth National Conference on Recent trends in Information and Communication Technology(RTICT-2012), Bannari Amman Institute of Technology , Sathyamangalam, 2012.

Publisher : Bannari Amman Institute of Technology

Year : 2010

Palmprint Authentication System

Cite this Research Publication : D. Zhang and Aravinth J., “Palmprint Authentication System”, in Third National Conference on Electrical and Instrumnetation Systems, 2010.

Publisher : Third National Conference on Electrical and Instrumnetation Systems

Year : 2010

Database Construction for Facial Expressions using CBIR

Cite this Research Publication : Aravinth J., thangam, M. A., .Aboorva, B., and Banupriya, M., “Database Construction for Facial Expressions using CBIR”, in Third National Conference on Electrical and Instrumnetation Systems , 2010.

Publisher : Third National Conference on Electrical and Instrumnetation Systems

Conference Proceedings

Year : 2012

Fusion of fingerprint, Face, and Iris for personal identification based on Expectation Maximization

Cite this Research Publication : Aravinth J. and .S.Valarmathy, D., “Fusion of fingerprint, Face, and Iris for personal identification based on Expectation Maximization”, International Convention on Innovations in Engineering and Technology for Sustainable Development . Bannari Amman Institute of Technology, pp. 373-378, 2012.

Publisher : Bannari Amman Institute of Technology

Qualification
Degree Specialization University / Institute Year
PhD Image Processing Anna University 2017
ME Applied Electronics Anna University 2007
BE ECE Periyar University 2004
Professional Experience
Position Organization Period Domain
Associate Professor Amrita Vishwa Vidyapeetham 1.5.23 to till date Teaching, Research and Projects
Assistant Professor (Selection Grade) Amrita Vishwa Vidyapeetham 1.7.19 to 30.4.23 Teaching, Research and Projects
Assistant Professor (Senior Grade) Amrita Vishwa Vidyapeetham 1.11.12 to 30.6.19 Teaching, Research and Projects
Assistant Professor Amrita Vishwa Vidyapeetham 1.07.10 to 31.10.12 Teaching and Research
Lecturer Kongu Engineering College 18.06.07 to 13.05.10 Teaching
Academic Responsibilities
SNo Position Class / Batch Responsibility
1. Program Coordinator (August 2021 to till date) MTech BME Class Administration
2. Member-PG admission committee (2021 to till date) MTech BME Student Admission Interview
3. Department OBE Coordinator 2017 – 2022 CO – PO Attainment
4. NBA Coordination Team 2018 Department Level Core Committee Member
4. BoS Member M.Tech (CS) / 2019 M.Tech(BME) / 2021 Curriculum revision
5. Class Advisor 2012-16 2016-20 Class Administration, Counselling and Mark Analysis
Teaching

Undergraduate Courses Handled

  • Signal Processing I
  • Signal Processing II
  • Digital Signal Processing
  • Signals and Systems
  • Signal Processing for Cyber Security
  • Electronics Engineering
  • Solid State Devices
  • Microwave Engineering

Post-Graduate / Ph. D. Courses Handled

  • Biomedical Signal Processing
  • Biomedical Image Processing
  • Medical Imaging Techniques and Processing
  • Medical Image processing Lab

Specialized Courses Developed

Course Name Specialization Program Outcome
Electronics Engineering Basic Electronics PO1, PO2, PO3, PO12 &
PSO1
Signal Processing I Signal Processing PO1, PO2, PO3, PO12 &
PSO1
Signal Processing II Signal Processing PO1, PO2, PO3, PO12 &
PSO1
Adaptive Signal Processing Signal Processing PO1, PO2, PO3, PO4,PO12,
PSO1 & PSO2
Image Processing Signal Processing PO1, PO2, PO3, PO4,PO5,
PO12, PSO1 & PSO2
Digital Signal Processing
Lab		 Signal Processing PO1, PO2, PO3, PO5, PO9,
PO10, PO12 & PSO1

Innovations in Teaching – Learning

S No Innovation Method Description with Tools used
1. Term work projects in signal processing Mini Projects on recent technologies in signal, Image , video and text under python environment
2. Handbook on Fundamentals of Electronics Engineering Guidelines and support for faculty members to give more effective delivery of the course.
Faculty Development / STTP / Workshops /Conferences

Participation in Faculty Development / STTP / Workshops /Conferences

S No Title Organization Period Outcome
1. Inculcating Universal Human Values in Technical Education AICTE 8.11.21 – 12.11.21 Teaching UHV course
2. GIS & Remote Sensing ATAL FDP 23.11.20 – 27.11.20 Research
3. Data Science and Analytics ATAL FDP 30.11.20 – 04.12.20 Research
4. Remote Sensing & GIS Technology and Applications for University Teachers & Government Officials Indian Institute of Remote Sensing 13.06.20 -01.07.20 Proposal Submission
5. One-week Special Training on “Hyperspectral Remote Sensing Applications” National Remote Sensing Centre (NRSC), Hyderabad 22.7.19 -26.7.19 Proposal Submission
6. Machine Learning and Deep Learning: Research and Application Perspectives NVIDIA – DLI 19.1.2019 – 24.1.2019 Research
7. Deep Learning – Academic and Research Perspectives PSG college of Technology 24.01.18 – 25.01.18 Research
8. Advanced Hyperspectral Remote Sensing Techniques for Mineral Exploration National Institute of Technology, Raipur 01.07.16 -08.07.16 Research
9. MATLAB & Simulink for Engineering Education Mathworks India 10.02.15 Lab Course and Research
10. Reconfigurable Architectures for Biomedical Signal and Image Processing PSG college of Technology 21.02.15 -22.02.15 Insight into Xilinx System Generator
11. Technologies for Speaker and Language Recognition SSN College of Engineering 29.04.15 -30.04.15 Research
12. Soft Computing Techniques Amrita Vishwa Vidyapeetham 17.07.15 -18.07.15 Research
13. Engineering Failure Analysis Amrita Vishwa Vidyapeetham 26.04.14 Research
14. MATLAB & Simulink for Engineering Education Mathworks India 06.03.13 Lab Course and Research
15. ISTE workshop on Analog Electronics National Mission on Education through ICT ( MHRD) 04.06.13 -14.06.13 Core Course and Research
16. ISTE workshop on Signal & Systems National Mission on Education through ICT ( MHRD) 30.09.13 – 04.10.13 Workshop Coordinator
17. ISTE workshop on Writing Effective Conference Papers National Mission on Education through ICT ( MHRD) 18.02.12 -19.02.12 Research
18. Basic Electrical Engineering Amrita Vishwa Vidyapeetham 20.06.11 -24.06.11 Faculty Development Programme
19. Sparse Image and Signal Processing Amrita Vishwa Vidyapeetham 23.12.11 -26.12.11 Research
20. Real Time Image Processing and its Applications PSG college of Technology 30.01.10 Research
21. System Simulation Tools Amrita Vishwa Vidyapeetham 19.07.10 -20.07.10 Lab Course and Research
22. Faculty Orientation Programme Amrita Vishwa Vidyapeetham 22.12.10 – 23.12.10 Orientation Programme for freshers
23. Content Based Image Retrieval and Fusion Madras Institute of Technology, Anna University 07.08.09 -09.08.09 Research
24. SAP – Systems, Applications and Products Kongu Engineering College 05.05.08 -18.05.08 Staff Development Programme

Organizing Faculty Development / STTP / Workshops /Conferences

S No Title Organization Period Outcome
1. Recent Trends and Challenges in Biomedical Engineering Amrita Vishwa Vidyapeetham 20.05.23 Insight into Biomedical Engineering
2. Creative Thinking and User Centred Design Amrita Vishwa Vidyapeetham 15.05.18 – 16.05.18 Research
3. Rural Healthcare in India Amrita Vishwa Vidyapeetham 18.05.18 – 19.05.18 Development of low-cost assistive technologies
4. Role of University in Empowering Indian Villages Amrita Vishwa Vidyapeetham 21.09.16 – 23.09.16 Research through social needs
5. Techniques and Applications of Hyperspectral Image Analysis Amrita Vishwa Vidyapeetham 19.04.16 – 20.04.16 Research
6. Xilinx Vivado System Generator and Analog Discovery Kit Amrita Vishwa Vidyapeetham 21.09.15 – 22.09.15 Insight into analog discovery kit
7. Embedded Design Flow using Xilinx ZynQ SoC Amrita Vishwa Vidyapeetham 27.02.15 – 28.02.15 Insight into zynq SOC
8. Signal and Image Processing Applications using Xilinx System Generator Amrita Vishwa Vidyapeetham 10.04.14 – 11.04.14 Insight into Xilinx System Generator
9. Two week ISTE workshop on “Signals & Systems” Amrita Vishwa Vidyapeetham 02.01.14 – 12.01.14 Course Plan development for UG
10. Advances in Signal and Image Processing Amrita Vishwa Vidyapeetham 29.05.12 – 02.06.12 Research
Research

Academic Research – PhD Guidance

S No Name of the Scholar Specialization / Title Duration / Registration Status / Year
1. Aparna.S.Menon Multispectral Image Analysis Part Time Post comprehensive Exam
2. Elza George Hyperspectral Image compression using compressed sensing Part Time Post comprehensive Exam
3. Divya Mohan Hyperspectral Image reconstruction using Deep learning Part Time Post comprehensive Exam

Academic Research – PG Projects

S No Name of the Scholar Programme Specialization Duration Status
1. Sandra.S.Prasad Communication & Signal Processing Serial Multimodal Biometrics 2015-16 Completed
2. Jeena Elsa George Communication & Signal Processing Hyperspectral Image Processing 2016-17 Completed
3. Diana Abraham C Communication & Signal Processing Hyperspectral & LiDAR 2017-18 Completed
4. Anief Muhammed M A Biomedical Engineering ECG Biometrics 2018-19 Completed
5. Amritha Varshini S Biomedical Engineering ECG Biometrics 2019 -20 Completed
6. Sukanya Sudarsanan Biomedical Engineering Heart Murmur using CNN 2019 – 20 Completed
7. Jancy Mariam Jose Biomedical Engineering EEG Based Emotion Recognition 2020 – 21 Completed
8. Sahul Mohan Tarachandy Automotive Electronics TSDR using Deep Learning 2020 – 21 Completed
9. Shivani Parayil Biomedical Engineering Detection of ROI in smear using delaunay Triangulation and machine learning 2021 -22 Completed
10. Mithra U S Biomedical Engineering Spatial spectral based 3D feature map for EEG emotion recognition 2021 -22 Completed
11. Priyadarshini. A Biomedical Engineering Face Mask identification using transfer learning techniques 2021 -22 Completed

Sponsored Research

Projects under Review

SNo Title Agency Amount Date of Submission Status
1. Automated seasonal crop mapping using machine learning approach ISRO 5134640 24.12.22 Under Review

Developmental Activities

Research Laboratories – Developed / Associated

Location Name and Year Sponsoring Agency Domain No. of Publications No. of Funded projects No. of PG / PhDs
E-306, AB-II Machine Intelligence Lab (2010) NPMASS Signal Processing 5 2 PG:6 PhD:5

Instructional Materials Developed

S No Name & Description Outcome
1. Question Bank for Electronics Engineering More than 200 solved problems in basic electronics especially for first year students
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