Sriparna Saha

Sriparna Saha received her B.Tech. degree from RCC Institute of Information Technology, Kolkata, India, and her M.E. and Ph.D. degrees from the Electronics and Telecommunication Engineering department of Jadavpur University, Kolkata, India. She is currently an Assistant Professor in the Department of Computer Science and Engineering of Maulana Abul Kalam Azad University of Technology, West Bengal, India. Before that, she was associated as a faculty with Jadavpur University and two other institutions. She has more than 8 years of experience in teaching and research. Her research area includes artificial intelligence, image processing, and machine learning, and recently she is giving more focus on deep learning. She has over 70 publications in international journals and conference proceedings including IEEE, Elsevier, Springer, etc. She is the author of a book on Gesture Recognition published by Studies in Computational Intelligence, Springer, currently available in many online book retailers. She is also a reviewer for many international journals. Her major research proposal has been accepted for a Start-Up Grant under UGC Basic Scientific Research Grant. Not only that, she also got University seed money for setting up her laboratory.

Publications

Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Pratyay Das, Amit Kumar Shankar, Ahona Ghosh, Sriparna Saha. © 2024. 32 pages.
Electroencephalography (EEG) signals have been used for different healthcare applications like motor and cognitive rehabilitation. In this study, motor imagery data of different...
Internet of Things-Combined Deep Learning for Electroencephalography-Based E-Healthcare
Internet of Things-Combined Deep Learning for Electroencephalography-Based E-Healthcare
Sima Das, Ahona Ghosh, Sriparna Saha. © 2024. 20 pages.
Deep Learning (DL) is the most popular subset of machine learning, with many applications in healthcare and other areas. On the other hand, electroencephalography has effectively...
A Machine Learning Approach Towards Yoga Exercise Classification for Pain Recovery
A Machine Learning Approach Towards Yoga Exercise Classification for Pain Recovery
Ahona Ghosh, Sriparna Saha, Indranil Sarkar. © 2024. 21 pages.
Due to the sedentary life of people, back pain is a common problem in young individuals as well as for elderly persons. To prevent it, or reduce it, back stretch exercises are...
Detection of COVID-19 From Chest X-Ray Images Using Machine Learning
Detection of COVID-19 From Chest X-Ray Images Using Machine Learning
Sushmita Pramanik Dutta, Sriparna Saha, Aniruddha Dey. © 2023. 13 pages.
COVID-19 is a pandemic caused by novel coronavirus. Molecular diagnostic tests and serologic tests are the two types of testing procedures currently available to detect virus of...
An Automatic Approach to Control Wheelchair Movement for Rehabilitation Using Electroencephalogram
An Automatic Approach to Control Wheelchair Movement for Rehabilitation Using Electroencephalogram
Darunjeet Bag, Ahona Ghosh, Sriparna Saha. © 2023. 22 pages.
Modern science and technology development enables humans to control devices using their brains. brain computer interface (BCI) system using EEG (Electroencephalogram) is a...
A Review on Gaming Effects on Cognitive Load for Smart Healthcare and Its Security
A Review on Gaming Effects on Cognitive Load for Smart Healthcare and Its Security
Sima Das, Ahona Ghosh, Sriparna Saha. © 2023. 28 pages.
Constructive and damaging effects of video game playing on the human brain have been emerging areas of study . It has been proved that playing a video game for a certain time...
A Comprehensive Survey on Rehabilitative Applications of Electroencephalogram in Healthcare
A Comprehensive Survey on Rehabilitative Applications of Electroencephalogram in Healthcare
Pritam Chatterjee, Ahona Ghosh, Sriparna Saha. © 2023. 31 pages.
A set of therapeutic control required for persons suffering from or expected to suffer from limitations in daily living activities is called rehabilitation which can restore or...
Studies on Electroencephalogram for Upper Limb Rehabilitation
Studies on Electroencephalogram for Upper Limb Rehabilitation
Ritwika Ghosh, Ahona Ghosh, Sriparna Saha. © 2023. 22 pages.
Upper limb movement decoding from electroencephalogram (EEG) signals is an emerging field that has gained increasing attention over the past few years for its application in...
A Machine Learning Approach Towards Heart Attack Prediction
A Machine Learning Approach Towards Heart Attack Prediction
Ahona Ghosh, Moutushi Seth Sharma, Sriparna Saha. © 2022. 27 pages.
Various types of heart diseases and conditions leading to increasing chance of heart attack have been a serious concern all over the world. Several factors like blood pressure...
A Novel Approach to Kinect-Based Gesture Recognition for HCI Applications
A Novel Approach to Kinect-Based Gesture Recognition for HCI Applications
Sriparna Saha, Rimita Lahiri, Amit Konar. © 2020. 17 pages.
With the advent of Kinect and other modern-day sensors, gesture recognition has emerged as one of the most promising research disciplines for developing innovative and efficient...
Interactive Game-Based Motor Rehabilitation Using Hybrid Sensor Architecture
Interactive Game-Based Motor Rehabilitation Using Hybrid Sensor Architecture
Ahona Ghosh, Sriparna Saha. © 2020. 26 pages.
Game consoles that use interactive interfaces have drawn users' attention as they reduce the total cost and are user-friendly too. This chapter introduces an interactive game...