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B. Natarajan

Faculty Associate, Department of Computer Science and Engineering, School of Engineering, Chennai

Qualification: BE, M.E
Research Interest: Big Data Analysis, Computer Vision, Deep Learning, Machine Learning, Natural Language Processing

Bio

B. Natarajan currently serves as the Faculty Associate, in the Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai. He has 7 years of experience in teaching. His areas of interest include Data Analytics, Machine Learning, Deep Learning, Theory of Computation, Java Programming and Python Programming. Mr. B. Natarajan has guided various undergraduate and postgraduate projects. He has worked as a Project Assistant for the project entitled “Deep Neural Architecture for Multimodal and Multilingual Sign Language Translation and Recognition” funded by Science and Engineering Research Board, India. He has also organized various workshops for the undergraduate students.

Publications

Journal Article

Year : 2022

Deep SLRT: The Development of Deep Learning BasedMultilingual and Multimodal Sign Language Recognition and TranslationFramework

Cite this Research Publication : B. Natarajan, “Deep SLRT: The Development of Deep Learning BasedMultilingual and Multimodal Sign Language Recognition and TranslationFramework”, Bentham books – Deep Learning: Theory, Architectures, and Applications in Speech, Image and Language. (Accepted for publication) (2022)

Publisher : Bentham books – Deep Learning: Theory, Architectures, and Applications in Speech, Image and Language

Year : 2022

Development of an end-to-end deep learning framework for Sign Language Recognition, Translation and Video Generation

Cite this Research Publication : B. Natarajan, Development of an end-to-end deep learning framework for Sign Language Recognition, Translation and Video Generation” in The ACM Transactions on Asian and Low-Resource Language Information Processing. (under review) (2022)

Publisher : The ACM Transactions on Asian and Low-Resource Language Information Processing

Year : 2022

VidGenGAN: Deep Transfer Learning Based Generative Adversarial Networks for Health Monitoring of Deaf-mute people Using Sign Gestures

Cite this Research Publication : B. Natarajan, “VidGenGAN: Deep Transfer Learning Based Generative Adversarial Networks for
Health Monitoring of Deaf-mute people Using Sign Gestures” in IEEE/ACM Transactions on Computational Biology and Bioinformatics.(under review) 2022

Publisher : IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year : 2022

Dynamic GAN for High-Quality Sign Language Video Generation from Skeletal poses using Generative Adversarial Networks

Cite this Research Publication : B. Natarajan, Elakkiya R., “Dynamic GAN for High-Quality Sign Language Video Generation from Skeletal poses using Generative Adversarial Networks” in Soft Computing. (Accepted for publication) 2022

Publisher : Soft Computing

Year : 2022

Sentence2SignGesture: A Hybrid Neural Machine Translation Network for Sign Language Video Generation

Cite this Research Publication : B. Natarajan, R. Elakkiya, Moturi Leela Prasad, “Sentence2SignGesture: A Hybrid Neural Machine Translation Network for Sign Language Video Generation” in Journal of Ambient Intelligence and Humanized Computing (2022)

Publisher : Journal of Ambient Intelligence and Humanized Computing

Year : 2021

An Android-Based Water Quality Monitoring System and Alerting Through SMS

Cite this Research Publication : B. Natarajan, "An Android-Based Water Quality Monitoring System and Alerting Through SMS" in Turkish Online Journal of Qualitative Inquiry (TOJQI), Volume 12, Number 3 (2021)

Publisher : Turkish Online Journal of Qualitative Inquiry (TOJQI)

Year : 2021

ISL-CSLTR: Indian Sign Language Dataset for Continuous Sign Language Translation and Recognition

Cite this Research Publication : B. Natarajan, “ISL-CSLTR: Indian Sign Language Dataset for Continuous Sign Language Translation and Recognition” in Mendeley Data (2021)

Publisher : Mendeley Data

Year : 2018

Comfort Ride for the Commuters using Shared Public Transport System

Cite this Research Publication : B. Natarajan, “Comfort Ride for the Commuters using Shared Public Transport System” in International Journal of Advance Research and Innovation Ideas in Education (IJARIIE) (2018)

Publisher : International Journal of Advance Research and Innovation Ideas in Education (IJARIIE)

Year : 2017

Sentiment Analysis using a Supervised Joint Topic Modelling Approach

Cite this Research Publication : B. Natarajan, “Sentiment Analysis using a Supervised Joint Topic Modelling Approach” in International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE)., Volume 8, Issue 7 (2017)

Publisher : International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE)

Conference Paper

Year : 2021

An Approach of Statement Compression Using Classifier Algorithm with Improved Efficiency in Second

Cite this Research Publication : Deepak , V. Sharmila, B. Natarajan, Shanker Shalini, Karthikeyan C, "An Approach of Statement Compression Using Classifier Algorithm with Improved Efficiency" in Second International Conference on Electronics and Sustainable Communication Systems (2021) , DOI: 10.1109/ICESC51422.2021.9532679

Publisher : International Conference on Electronics and Sustainable Communication Systems

Year : 2015

Enhanced K-Means++ Clustering For Big Data with Map reduce

Cite this Research Publication : B. Natarajan, "“Enhanced K-Means++ Clustering For Big Data with Map reduce ” in International Journal of Advance Research and Innovation (IJARI) (2015)

Publisher : International Journal of Advance Research and Innovation (IJARI)

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