Avik Ghose

Orcid: 0000-0002-0733-7082

According to our database1, Avik Ghose authored at least 98 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Novel U-Net Architecture for Denoising of Real-world Noise Corrupted Phonocardiogram Signal.
CoRR, 2023

In-silico cardiovascular hemodynamic model to simulate the effect of physical exercise.
Biomed. Signal Process. Control., 2023

PuffConv: A System for Online and On-device Puff Detection for Smoking Cessation.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

NNTrak: A Neural Network Approach Towards Calculating Air-Writing Trajectories in Real-Time with a Smartwatch.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

TinyPuff: Automated design of Tiny Smoking Puff Classifiers for Body Worn Devices.
Proceedings of the 8th Workshop on Body-Centric Computing Systems, 2023

Demo: On-device Puff Detection System for Smoking Cessation.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Imputation of Human Mobility Data for Comprehensive Risk Models.
Proceedings of the 8th Workshop on Body-Centric Computing Systems, 2023

Challenges of Accurate and Efficient AutoML.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

A Patient Invariant Model Towards the Prediction of Freezing of Gait.
Proceedings of the IEEE International Conference on Acoustics, 2023

An Efficient Service-based System for Hierarchical Human Activity Sensing.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Automated Shoulder Implant Manufacturer Detection using Encoder Decoder based Classifier from X-ray Images.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

CigTrak: Smartwatch-Based Accurate Online Smoking Puff & Episode Detection with Gesture-Focused Windowing for CNN.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Cardiac Landmark Detection using Generative Adversarial Networks from Cardiac MR Images.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System.
IEEE J. Biomed. Health Informatics, 2022

ProxiTrak: Intelligent Enablement of Social Distancing & Contact Tracing for a Safer Workplace in the New Normal.
CoRR, 2022

Automated Generation of Tiny Model for Real-Time ECG Classification on Tiny Edge Devices.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

NNTrak: Real-Time Wrist Tracking Using Smartwatch with CNN.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

A Light Weight Cardiac Monitoring System for On-device ECG Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Light-Weight Deep Residual Network for Classification of Abnormal Heart Rhythms on Tiny Devices.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

An Energy Efficient and Elastic Edge-Cloud for Computational Sensing in Smart Geriatric Homes.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

ROMeasure: A Practical Solution For Accurate Range Of Motion Analysis Using A Smartwatch.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Noise Cleaning of ECG on Edge Device Using Convolutional Sparse Contractive Autoencoder.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

3D Cardiac Substructures Segmentation from CMRI using Generative Adversarial Network (GAN).
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Cardiac Anomaly Detection from Cine MRI Images using Physiological Features and Random Forest Classifier.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Platform To Enable Algorithms As Service Model Aimed at Digital Health Service Delivery.
Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

2021
ROMeasure: Smartwatch-Based Practical Solution To Accurately Calculate Joint Range Of Motion.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Digital Biomarkers: Using Smartwatch Data For Clinically Relevant Outcomes.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Heart Rate Monitoring Using Capacitive Touchscreen Sensing.
Proceedings of the BodySys@MobiSys 2021: Proceedings of the Workshop on Body-Centric Computing Systems, 2021

Surgical Smoke Dehazing and Color Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Patient-Invariant Model for Freezing of Gait Detection Aided by Wavelet Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2021

Synthesis of Realistic ECG Waveforms Using a Composite Generative Adversarial Network for Classification of Atrial Fibrillation.
Proceedings of the 29th European Signal Processing Conference, 2021

Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Anatomical Landmark Detection using Deep Appearance-Context Network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Walking Pole Gait to Reduce Joint Loading post Total Knee Athroplasty: Musculoskeletal modeling Approach.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Precise Bleeding and Red lesions localization from Capsule Endoscopy using Compact U-Net.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Heart Region Segmentation using Dense VNet from Multimodality Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
ThermoTrak: smartphone based real-time fever screening: demo abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Real-time robust estimation of breathing rate from PPG using commercial-grade smart devices: demo abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

AiRite: Towards Accurate & Infrastructure-Free 3-D Tracking of Smart Devices.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Driver authentication by quantifying driving style using GPS only.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

A Decision Support System For Retinal Image Defect Detection.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

A Hybrid CNN-LSTM Architecture for Detection of Coronary Artery Disease from ECG.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Synthetic Data Generation Through Statistical Explosion: Improving Classification Accuracy of Coronary Artery Disease Using PPG.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Semi-Supervised Approach For Identifying Abnormal Heart Sounds Using Variational Autoencoder.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

ProxiTrak: a robust solution to enforce real-time social distancing & contact tracing in enterprise scenario.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

A Novel Non-Parametric Approach Of Tremor Detection Using Wrist-Based Photoplethysmograph.
Proceedings of the 28th European Signal Processing Conference, 2020

Detection of Counterfeit Medicines Using Hyperspectral Sensing.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Parameter Estimation of Hemodynamic Cardiovascular Model for Synthesis of Photoplethysmogram Signal.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Surgical tool segmentation and localization using spatio-temporal deep network.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Graph Analytics on Proximity Data to Fight Contagion.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019
Heart Rate Estimation Algorithm From Wrist-based Photoplethysmogram Using Subspace Learning Method.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

A Robust and Customizable Tracking Algorithm for Accurate Heart Rate Estimation.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

AiRite: infrastructure-free cursive writing and drawing in air using smart devices.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A multi-modal approach for non-invasive detection of coronary artery disease.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A weiner filter based robust algorithm for estimation of heart rate from wrist based photoplethysmogram.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A Novel Recurrent Neural Network Architecture for Classification of Atrial Fibrillation Using Single-lead ECG.
Proceedings of the 27th European Signal Processing Conference, 2019

Early Detection of Mild Cognitive Impairment using Pervasive Sensing.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

PI-Sole: A Low-Cost Solution for Gait Monitoring Using Off-The-Shelf Piezoelectric Sensors and IMU.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Unobtrusive and Pervasive Monitoring of Geriatric Subjects for Early Screening of Mild Cognitive Impairment.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Table of interest: activity recognition and behaviour analysis using a battery less wearable sensor.
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 2018

Analysing Multi-Point Multi-Frequency Machine Vibrations using Optical Sampling.
Proceedings of the 1st International Workshop on Internet of People, 2018

Emeasure: using a smart device with consumer-grade accelerometer as an accurate measuring scale: demo abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Digital Citizen Engagement Framework: An Approach to Citizen Centric Smart Cities of the Future.
Proceedings of the Intelligent Environments 2018, 2018

Continuous Activity Recognition Using Smart Watches.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

A Framework for Pervasive and Ubiquitous Geriatric Monitoring.
Proceedings of the Human Aspects of IT for the Aged Population. Applications in Health, Assistance, and Entertainment, 2018

2017
InLocW: A reliable indoor tracking and guiding system for smartwatches with path re-routing.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

A Photoplethysmograph Based Practical Heart Rate Estimation Algorithm for Wearable Platforms.
Proceedings of the 2017 Workshop on Wearable Systems and Applications, 2017

Novel handwritten signature verification system based on shadow sensing.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016
Automatic Discovery of Emerging Trends using Cluster Name Synthesis on User Consumption Data: Extended Abstract.
Proceedings of the 25th International Conference on World Wide Web, 2016

Shake meter: An Autonomous Vibration Measurement System using Optical Strobing: Demo Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

A generic sensing and processing framework for smartphones for heterogeneous sensing.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Exploiting IMU Sensors for IOT Enabled Health Monitoring.
Proceedings of the First Workshop on IoT-enabled Healthcare and Wellness Technologies and Systems, 2016

Demo: Exploiting IMU Sensors for IoT Enabled Health Monitoring.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Smartphone Sensing Framework.
Proceedings of the 8th EAI International Conference on Mobile Computing, 2016

Mobile sensing framework for task partitioning between cloud and edge device for improved performance.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

InLoc: An end-to-end robust indoor localization and routing solution using mobile phones and BLE beacons.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

An enhanced automated system for evaluating harsh driving using smartphone sensors.
Proceedings of the 17th International Conference on Distributed Computing and Networking, 2016

A system for remote monitoring of mental effort.
Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016

2015
Demo: A Smart Framework for IoT Analytic Workflow Development.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

SmartEvacTrak: A people counting and coarse-level localization solution for efficient evacuation of large buildings.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Feasibility Analysis for Estimation of Blood Pressure and Heart Rate using A Smart Eye Wear.
Proceedings of the 2015 workshop on Wearable Systems and Applications, 2015

Improving the error drift of inertial navigation based indoor location tracking.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Design insights for a mobile based sensor application framework: for aiding platform independent algorithm design.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Automated Workflow Formation for IoT Analytics: A Case Study.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Noise cleaning and Gaussian modeling of smart phone photoplethysmogram to improve blood pressure estimation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
HeartSense: Estimating Heart Rate from Smartphone Photoplethysmogram Using Adaptive Filter and Interpolation.
Proceedings of the Internet of Things. User-Centric IoT, 2014

2013
Unobtrusive indoor surveillance of patients at home using multiple Kinect sensors.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

AcTrak - Unobtrusive Activity Detection and Step Counting Using Smartphones.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

MobiDriveScore - A system for mobile sensor based driving analysis: A risk assessment model for improving one's driving.
Proceedings of the Seventh International Conference on Sensing Technology, 2013

UbiHeld: ubiquitous healthcare monitoring system for elderly and chronic patients.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

BlueEye: a system for proximity detection using bluetooth on mobile phones.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
Road condition monitoring and alert application: Using in-vehicle Smartphone as Internet-connected sensor.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Mobile healthcare infrastructure for home and small clinic.
Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare, 2012

A methodology for GPS-based waterlogging prediction and smart route generation.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

City soundscape.
Proceedings of the 13th Annual International Conference on Digital Government Research, 2012

2011
An Interactive Social Boarding System Using Home Infotainment Platform.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

2010
Home Infotainment Platform - A Ubiquitous Access Device for Masses.
Proceedings of the Ubiquitous Computing and Multimedia Applications, 2010


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