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Sarath S.

Asst. Professor, School of Computing, Amritapuri

Qualification: BE, M.Tech.
saraths@am.amrita.edu
Scopus Author ID
Research Interest: Digital Image Processing, Thermal Image Processing
Date of Joining: 09/01/2006
Nature of Association: Regular

Bio

Sarath S. currently serves as an Assistant Professor  (Sr. Gr.) at the School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri. He has completed M. Tech. in Computer Science and Engineering from MS University. He has 14 years of academic experience.

Publications

Journal Article

Year : 2020

Human emotions recognition from thermal images using Yolo algorithm

Cite this Research Publication : Human emotions recognition from thermal images using Yolo algorithm, S Sarath, 2020 International Conference on Communication and Signal Processing (ICCSP 20)

Publisher : IEEE

Year : 2020

Thermal Facial Expression Recognition Using Modified ResNet152

Cite this Research Publication : Thermal facial expression recognition using modified resnet152AK Prabhakaran, JJ Nair, S Sarath, Advances in Computing and Network Communications: Proceedings of CoCoNet 2020, Volume 2

Publisher : Springer

Year : 2015

Optimization and scheduling of HAZCHEM logistics with time windows : A case study

Cite this Research Publication : S. Sarath, P. Raghuram, and Venkateswaran, R., “Optimization and scheduling of HAZCHEM logistics with time windows : A case study”, International Journal of Applied Engineering Research, vol. 10, pp. 34270-34276, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Generalization of crossfilter.Js for amrita dynamic dashboard

Cite this Research Publication :
J. A. James, Karthika, S., Keerthana, S. K. K., Reshma, P. K., Sarath S., Sathyadevan, S., and Hariram, S., “Generalization of crossfilter.Js for amrita dynamic dashboard”, International Journal of Applied Engineering Research, vol. 10, pp. 22818-33815, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Conference Proceedings

Year : 2022

A Novel Approach to Detect Unmanned Aerial Vehicle using Pix2Pix Generative Adversarial Network

Cite this Research Publication : A Novel Approach to Detect Unmanned Aerial Vehicle using Pix2Pix Generative Adversarial Network, V Balachandran, S Sarath, 2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS), 1368-1373, 2022

Publisher : International Conference on Artificial Intelligence and Smart Energy (ICAIS),

Year : 2022

A Deep Learning Approach for Detection and Analysis of Respiratory Infections in Covid-19 Patients using RGB and Infrared Images

Cite this Research Publication : A Deep Learning approach for detection and analysis of respiratory infections in covid-19 patients using RGB and infrared images Sarath S, Alekhya Viswanath, Bhavya Avuthu, Naveen Yenuganti, Swathi Kasikala, . 2022/10/24, IC3-2022: Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing,

Publisher : ACM Digital Library

Year : 2021

Data Augmentation of Neonatal Thermal Images Using Deep Learning

Cite this Research Publication : Data augmentation of neonatal thermal images using deep learningK Karthik, K Nithin, B Dhanush, K Praveen, S Sarath 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE 2021

Publisher : IEEE Explore

Year : 2021

Illumination Invariant Non-Invasive Heart Rate And Blood Pressure Estimation From Facial Thermal Images using Deep Learning

Cite this Research Publication : Illumination invariant non-invasive heart rate and blood pressure estimation from facial thermal images using deep learning, KS Nair, S Sarat 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE 2021

Publisher : IEEE Explore

Year : 2021

Non-invasive Machine Learning approach for classifying Blood Pressure using PPG Signals in COVID situation

Cite this Research Publication : Non-invasive Machine Learning approach for classifying Blood Pressure using PPG Signals in COVID situation, BDS Praveen, DVN Sandeep, IVV Raghavendra, M Yuvaraj, S Sarath, 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE 2021

Publisher : 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE

Year : 2020

A Deep-Learning Approach to Find Respiratory Syndromes in Infants using Thermal Imaging

Cite this Research Publication : A deep-learning approach to find respiratory syndromes in infants using thermal imagingS Navaneeth, S Sarath, BA Nair, K Harikrishnan, P Prajal 2020 international conference on communication and signal Processing (ICCSP 6, 2020 )

Publisher : IEEE

Year : 2019

Driver face Recognition and Sober Drunk Classification using Thermal Images

Cite this Research Publication : S. Menon, S. J., A. S.K., A. P. Nair and S. S., "Driver Face Recognition and Sober Drunk Classification using Thermal Images," 2019 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2019, pp. 0400-0404, doi: 10.1109/ICCSP.2019.8697908.

Publisher : IEEE

Year : 2019

Region of Interest Based Comparative Analysis in Deception Detection using Thermal Images

Cite this Research Publication : A. Ravindran, G. G. Krishna, Sagara and S. Sarath, "Region of Interest Based Comparative Analysis in Deception Detection using Thermal Images," 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019, pp. 1600-1604, doi: 10.1109/ICICICT46008.2019.8993169.

Publisher : IEEE

Year : 2019

Driver face recognition and sober drunk classification using thermal images

Cite this Research Publication : S. Menon, Swathi, J., Anit, S. K., Nair, A. P., and Sarath S., “Driver face recognition and sober drunk classification using thermal images”, Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019. Institute of Electrical and Electronics Engineers Inc., Melmaruvathur; India, pp. 400-404, 2019

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Year : 2019

A comparative analysis of machine learning algorithms in detecting deceptive behaviour in humans using thermal images

Cite this Research Publication : A. Ravindran, G. Krishna, G., Sagara,, and Sarath S., “A comparative analysis of machine learning algorithms in detecting deceptive behaviour in humans using thermal images”, Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019. Institute of Electrical and Electronics Engineers Inc., Melmaruvathur; India, pp. 310-314, 2019

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Year : 2018

Real-Time Video Segmentation Using a Single Click

Cite this Research Publication : Sarath S. and Anamika, A. M., “Real-Time Video Segmentation Using a Single Click”, Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018. Institute of Electrical and Electronics Engineers Inc., Adhiparasakthi Engineering College, Melmaruvathur, Chennai, pp. 448-451, 2018.

Publisher : Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018. Institute of Electrical and Electronics Engineers Inc., Adhiparasakthi Engineering College, Melmaruvathur, Chennai.

Year : 2018

Priority Based Real Time Smart Traffic Control System Using Dynamic Background

Cite this Research Publication : Sarath S. and Deepthi, L. R., “Priority Based Real Time Smart Traffic Control System Using Dynamic Background”, 2018 International Conference on Communication and Signal Processing (ICCSP). IEEE, Chennai, India, pp. 620-622, 2018

Publisher : 2018 International Conference on Communication and Signal Processing (ICCSP). IEEE, Chennai, India.

Year : 2016

Real time smart traffic control system using dynamic background

Cite this Research Publication : Sarath S., Chinnu, R., and Gopika, P. S., “Real time smart traffic control system using dynamic background”, International Conference on Computing Paradigms (ICCP 2016) (International Journal of Control Theory and Applications), vol. 9. International Science Press, Serials Publications, pp. 4249-4255, 2016

Publisher : International Conference on Computing Paradigms (ICCP 2016) (International Journal of Control Theory and Applications), International Science Press, Serials Publications.

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