Publications
2021
Sign Language Translation using Multi Context TransformerM Badri Narayanan, Mahesh Bharadwaj K, Nithin G R, Dhiganth Rao Padamnoor, Vineeth Vijayaraghavan
20th Mexican International Conference on Artificial Intelligence (MICAI)
Won the 3rd Best Paper Award
View code on GitHub
BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using Photoplethysmogram
Rishi Vardhan, Vedanth S, Poojah Ganesan, Abhishek K, Nitish Kumar, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
View code on GitHub
Critical State Detection for Adversarial Attacks in Deep Reinforcement Learning
Praveen Kumar, Niranjan Kumar I, Sujith Sivasankaran, Mohan Vamsi A, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices
Sideshwar J B, Sachin Krishan T, Vishal Nagarajan, Shanthakumar Sivakumar, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
View code on GitHub
SOMPS-Net : Attention based social graph framework for early detection of fake health news
Prasanna Kumaran D, Harish Srinivasan, Sowmiya Sree Shubbarayan, Sri Gayathri Devi I, Saikrishnan S, Vineeth Vijayaraghavan
The Australasian Data Mining Conference (AusDM)
View code on GitHub
A Non-intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
Sai Vishwanath Venkatesh, Prasanna Kumaran D, Joish J. Bosco, Pravin Kumaar R, Vineeth Vijayaraghavan
International Conference on Computational Science
View code on GitHub
2020
Defending Against Localized Adversarial Attacks on Edge-Deployed Monocular Depth EstimatorsNanda H Krishna, Praveen Kumar, Rishi Vardhan, Vineeth Vijayaraghavan
19th IEEE International Conference on Machine Learning and Applications (ICMLA)
End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms
Prithvi Suresh, Naveen Narayanan, Chakilam Vijay Pranav, Vineeth Vijayaraghavan
19th IEEE International Conference on Machine Learning and Applications (ICMLA)
Irrigation Load Optimization for Enhanced Agricultural Productivity in Rural Microgrid Clusters
Raj Vignesh Karunakaran, Rohitaa Ravikumar, Karthni Lakshmanan, Marjerie Suresh, Vineeth Vijayaraghavan
Global Humanitarian Technology Conference (GHTC)
Smart Energy Routing for Rural Islanded Microgrid Clusters
Marjerie Suresh, Janani Jayaraman, Karthni Lakshmanan, Aswin Gopikanna, Vineeth Vijayaraghavan
2020 IEEE Texas Power and Energy Conference (TPEC)
Real-Time Surveillance Based Crime Detection for Edge Devices
Sai Vishwanath Venkatesh, Adithya Prem Anand, Gokul Sahar, Akshay Ramakrishnan, Vineeth Vijayaraghavan
15th International Conference on Computer Vision Theory and Applications (VISAPP)
View code on GitHub
Gait Recovery System for Parkinson's Disease using Machine Learning on Embedded Platforms
Gokul Hari, Prithvi Suresh, Hari Vignesh Baskar, Pravin Kumaar R, Vineeth Vijayaraghavan
2020 IEEE International Systems Conference (SysCon)
View code on GitHub
A Two-Stage Machine Learning Approach to Forecast the Lifetime of Movies in a Multiplex
Abhijith Ragav, Sai Vishwanath Venkatesh, Ramanathan Murugappan, Vineeth Vijayaraghavan
Future of Information and Communication Conference 2020 (FICC)
View code on GitHub
2019
Scalable Deep Learning for Stress and Affect Detection on Resource-Constrained DevicesAbhijith Ragav, Nanda H Krishna, Naveen Narayanan, Kevin Thelly, Vineeth Vijayaraghavan
18th IEEE International Conference on Machine Learning and Applications (ICMLA)
View code on GitHub Slides
Intelligent Interconnection of Operating Microgrid and Irrigation System in Dharnai - A Rural Indian Scenario
Hari Vignesh Baskar, Marjerie Suresh, Abishek Coimbatore Sridhar, Sai Shankar Muthukrishnan, Vineeth Vijayaraghavan
2019 IEEE Global Humanitarian Technology Conference (GHTC)
Irrigation Optimization for Agricultural Productivity: Case Study of a Hybrid Solar Microgrid in Rural India
Janani Jayaraman, Taruna Sudhakar, Sai Shankar Muthukrishnan, Aswin Gopikanna, Vineeth Vijayaraghavan
2019 IEEE Global Humanitarian Technology Conference (GHTC)
A Dynamically Adaptive Movie Occupancy Forecasting System with Feature Optimization
Sundararaman Venkataramani, Ateendra Ramesh, Sharan Sundar S, Aashish Kumar Jain, Gautham Krishna Gudur, Vineeth Vijayaraghavan
2019 Workshop on Learning and Mining with Industrial Data (LMID)
Low-Cost Wearable Gesture Recognition System with Minimal User Calibration for ASL
Syed Shahbaaz Ahmed, Gokul Hari, Prithvi Suresh, Vineeth Vijayaraghavan
2019 International Conference on Internet of Things (iThings)
View code on GitHub Slides
DeepTrace: A Generic Framework for Time Series Forecasting
Nithish B Moudhgalya, Siddharth Divi, Adithya Ganesan V, Sharan Sundar S, Vineeth Vijayaraghavan
International Work-Conference on Artificial Neural Networks 2019 (IWANN)
View code on GitHub
Forecasting Food Sales in a Multiplex using Dynamic Artificial Neural Networks
Adithya Ganesan V, Siddharth Divi, Nithish B Moudhgalya, Uppu Sriharsha, Vineeth Vijayaraghavan
Computer Vision Conference 2019 (CVC)
Efficiency-Cost Design Optimization for a Stand-alone Rural Microgrid
Sai Shankar Muthukrishnan, Abishek Coimbatore Sridhar, Aswin Gopikanna, Vijay Kumar Shankar, Vineeth Vijayaraghavan
2019 Power and Energy Conference at Illinois (PECI)
A Two-Fold Machine Learning Approach for Efficient Day-Ahead Load Prediction at Hourly Granularity for NYC
Syed Shahbaaz Ahmed, Raghavendran Thiruvengadam, A S Shashank Karrthikeyaa, Vineeth Vijayaraghavan
Future of Information and Communication Conference 2019 (FICC)
2018
Design Optimization of Activity Recognition System on an Embedded PlatformAteendra Ramesh, Adithya Ganesan V, Sidharth Anupkrishnan, Aparokshith Rao, Vineeth Vijayaraghavan
Future of Information and Communication Conference 2018 (FICC)
View code on GitHub
A Generic Multi-modal Dynamic Gesture Recognition System Using Machine Learning
Gautham Krishna Gudur, Karthik Subramanian Nathan, B Yogesh Kumar, Ankith A Prabhu, Ajay Kannan, Vineeth Vijayaraghavan
Future of Information and Communication Conference 2018 (FICC)
View code on GitHub
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices
Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R Nidhi Bhandari, Vineeth Vijayaraghavan
2nd International Workshop on Embedded and Mobile Deep Learning (EMDL)
View code on GitHub
Hybrid Architecture for Integrating Solar PV Irrigation Pumps with Existing Rural Indian Microgrid
Aswin Gopikanna, Vijay Kumar Shankar, Sai Shankar Muthukrishnan, Abishek Coimbatore Sridhar, Vineeth Vijayaraghavan
2018 IEEE Global Humanitarian Technology Conference (GHTC)
Intelligent System Design Optimization with Dynamic Load Profile for a Stand-alone Rural Indian Microgrid
Vijay Kumar Shankar, Aswin Gopikanna, Sai Shankar Muthukrishnan, Gandhi Rajan, Vineeth Vijayaraghavan
2018 IEEE Texas Power and Energy Conference (TPEC)
2017
Current Peak based Device Classification in NILM on a Low-cost Embedded Platform using Extra-TreesAashish Kumar Jain, Syed Shahbaaz Ahmed, Prahalathan Sundaramoorthy, Raghavendran Thiruvengadam, Vineeth Vijayaraghavan
2017 MIT Undergraduate Research Technology Conference (URTC)
View code on GitHub
Rural Indian Microgrid Design Optimization - Intelligent Battery Sizing
Gandhi Rajan, Meghana Kavakuntala, Vetrivel Subramaniam Rajkumar, Sivaroophini Gnanavel, Vineeth Vijayaraghavan
2017 IEEE Global Humanitarian Technology Conference (GHTC)
A Machine Learning Approach for Prediction of On-time Performance of Flights
Balasubramanian Thiagarajan, Lakshminarasimhan Srinivasan, Aditya Vikram Sharma, Dinesh Sreekanthan, Vineeth Vijayaraghavan
2017 IEEE/AIAA 36th Digital Avionics Systems Conference (DASC)
Won the Best Paper Award
Low-cost Static Gesture Recognition System using MEMS Accelerometers
Ajay Kannan, Ateendra Ramesh, Lakshminarasimhan Srinivasan, Vineeth Vijayaraghavan
2017 Global Internet of Things Summit (GIoTS)
Low-cost Wireless Intelligent Two Hand Gesture Recognition System
Aswin Natesh, Gandhi Rajan, Balasubramanian Thiagarajan, Vineeth Vijayaraghavan
2017 Annual IEEE International Systems Conference (SysCon)
2016
Intelligent Dynamic Grid Forecasting Algorithm for a Grid-connected Solar PV based MicrogridHarini Sekar, R Rajashekar, Farhan Faisal, Rohan Ganpati, Vineeth Vijayaraghavan
2016 IEEE Global Humanitarian Technology Conference (GHTC)
Low-cost Non-intrusive Device Identification System
Gosakan Srinivasan, Chandirasekarendiran Anandan, Aashish Kumar Jain, Syed Shahbaaz Ahmed, Vineeth Vijayaraghavan
2016 IEEE Dallas Circuits and Systems Conference (DCAS)
Low-cost Intelligent Static Gesture Recognition System
Harini Sekar, R Rajashekar, Gosakan Srinivasan, Priyanka Suresh, Vineeth Vijayaraghavan
2016 Annual IEEE International Systems Conference (SysCon)
2015
Flexible D-agent Architecture for DER Operation in a Rural Indian MicrogridVikram Vel, Meghana Kavakuntala, Rajesh Ramesh, Harini Sekar, Vineeth Vijayaraghavan
2015 IEEE Global Humanitarian Technology Conference (GHTC)
Dynamic and Intelligent Load Servicing Strategy for a Stand-alone Solar PV-based Microgrid
Arjun Subramanian Ganesan, Bhargavi Govindarajan, Rajesh Ramesh, Vikram Vel, Vineeth Vijayaraghavan
2015 IEEE Global Humanitarian Technology Conference (GHTC)
2014
Low-cost Intelligent Gesture Recognition Engine for Audo-vocally Impaired IndividualsRishikanth C, Harini Sekar, Gautham Rajagopal, Rajesh Ramesh, Vineeth Vijayaraghavan
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Real-world Proficiency Augmentation among Learners through Merger of Project Based Learning (PBL) and Student Social Responsibility (SSR): IEEE Madras Section SIGHT Case Study
B Anand, A J Antony Venus, Mukundhan Srinivasan, Arun Noel Victor, Madhuri K, S P Sree Rakshaa, Vineeth Vijayaraghavan, Kartik Kulkarni
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Local Content Development Framework and Methodology for Knowledge and Skill Development: IEEE Madras Section SIGHT Case Study
B Anand, A J Antony Venus, Mukundhan Srinivasan, Arun Noel Victor, Madhuri K, S P Sree Rakshaa, Vineeth Vijayaraghavan, Kartik Kulkarni
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Low Cost Cloud Based Intelligent Farm Automation System using Bluetooth Low Energy
Gautham Rajagopal, Vaaibhav M Lodd, Anand Vignesh, Rajesh Ramesh, Vineeth Vijayaraghavan
2014 IEEE Region 10 Humanitarian Technology Conference (R10 HTC)
Low-cost Intelligent Prepaid Energy Meter
Rishikanth C, Akshaya Ravishankar, Anand Vignesh, Vikram Vel, Vineeth Vijayaraghavan, Dhiwaakar Purusothaman
4th International Conference on the Internet of Things, MIT (IoT) (Poster)
Won the Best Poster Award
Low-cost Non-intrusive Residential Energy Monitoring System
Akshaya Ravishankar, Anand Vignesh, Vikram Vel, Dhiwaakar Purusothaman, Vineeth Vijayaraghavan
2014 IEEE Conference on Technologies for Sustainability (SusTech)
Design of Arduino-based Communication Agent for Rural Indian Microgrids
Dhiwaakar Purusothaman, Rajesh Ramesh, Vineeth Vijayaraghavan, Karan K Bajaj
2014 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA)
Hybrid Battery Charging System using Solar PV and Utility Grid
Dhiwaakar Purusothaman, Rajesh Ramesh, Karan K Bajaj, Vineeth Vijayaraghavan, Venkatesan M
2014 Power and Energy Systems: Towards Sustainable Energy (PESTSE)
2013
Multi-agent System Framework for Rural Indian MicrogridsRajesh Ramesh, Karan K Bajaj, Dhiwaakar Purusothaman, Vineeth Vijayaraghavan
2013 IEEE Conference on Clean Energy and Technology (CEAT)
Implementation of Arduino-based Multi-agent System for Rural Indian Microgrids
Dhiwaakar Purusothaman, Rajesh Ramesh, Karan K Bajaj, Vineeth Vijayaraghavan
2013 Innovative Smart Grid Technologies - Asia (ISGT ASIA)
GreenEduComp: Low Cost Green Computing System for Education in Rural India: A Scheme for Sustainable Development through Education
Mukundhan Srinivasan, B Anand, A J Antony Venus, Arun Noel Victor, , S P Sree Rakshaa, Vineeth Vijayaraghavan
2013 IEEE Global Humanitarian Technology Conference (GHTC)
An Avant Garde Argumentation of Quality-of-Service via Low-cost Cloud-based Smart Microgrid Solution: A Rural India Perspective
Rajesh Ramesh, Sabarigirish Vijayakumar, Mukundhan Srinivasan, Vineeth Vijayaraghavan
2013 IEEE Workshop on Environmental, Energy and Structural Monitoring Systems (EESMS)
Low-cost Cloud-based Design of Smart Rural Energy Device in Microgrid: Perspective India: An Energy-on-Demand Service for Rural India
Mukundhan Srinivasan, Sabarigirish Vijayakumar, Rajesh Ramesh, Vineeth Vijayaraghavan
2013 IEEE Conference on Technologies for Sustainability (SusTech)
Wind Profile Monitoring Using Statistical Analysis of Weibull Distribution: An Indian Perspective
Vineeth Vijayaraghavan, Mukundhan Srinivasan, K Boopathi, P Kanagavel
Eighth Asia Pacific Conference on Wind Engineering (APCWE)