Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Babak Taati

Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia

May 07, 2021
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati

  Access Paper or Ask Questions

Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training

Jan 08, 2021
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati

  Access Paper or Ask Questions

Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking

Mar 18, 2020
Diego L. Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati

* 4 pages, 1 table 

  Access Paper or Ask Questions

Toward an Automatic System for Computer-Aided Assessment in Facial Palsy

Oct 25, 2019
Diego L. Guarin, Yana Yunusova, Babak Taati, Joseph R Dusseldorp, Suresh Mohan, Joana Tavares, Martinus M. van Veen, Emily Fortier, Tessa A. Hadlock, Nate Jowett

* 21 pages, 4 figures, 1 table 

  Access Paper or Ask Questions

Limitations and Biases in Facial Landmark Detection -- An Empirical Study on Older Adults with Dementia

May 17, 2019
Azin Asgarian, Shun Zhao, Ahmed B. Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati

* Face and Gesture Analysis for Health Informatics (FGAHI) Workshop at CVPR 2019 

  Access Paper or Ask Questions

A Hybrid Instance-based Transfer Learning Method

Dec 03, 2018
Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

  Access Paper or Ask Questions

Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies

Dec 03, 2018
Ahmed Ashraf, Shehroz Khan, Nikhil Bhagwat, Mallar Chakravarty, Babak Taati

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 Submission Id: 207 

  Access Paper or Ask Questions

Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning

Oct 03, 2017
Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati

* Copyright IEEE. To be published in the proceedings of International Joint Conference on Biometrics (IJCB) 2017 

  Access Paper or Ask Questions

Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation

Aug 01, 2017
Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati

* 8 pages, 1 figure. Under review 

  Access Paper or Ask Questions

Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders

Mar 22, 2017
Shehroz S. Khan, Babak Taati

* Expert Systems with Applications, Volume 87, 30 November 2017, Pages 280-290 
* 25 pages, 6 figures, 4 Tables 

  Access Paper or Ask Questions

Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept

Oct 26, 2016
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Ashraf

* 4 pages, 3 figures, 2 tables 

  Access Paper or Ask Questions

Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds

Sep 08, 2012
Yani Ioannou, Babak Taati, Robin Harrap, Michael Greenspan

* Proceedings of the 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission (3DIMPVT) 
* To be published in proceedings of 3DIMPVT 2012 

  Access Paper or Ask Questions