Babak Taati

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 56

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Soroush Mehraban, Yiqian Qin, Babak Taati
Evaluating Recent 2D Human Pose Estimators for 2D-3D Pose Lifting. FG (2024)
Soroush Mehraban, Mohammad Javad Rajabi, Babak Taati
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences. CoRR (2024)
Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
SUM: Saliency Unification through Mamba for Visual Attention Modeling. CoRR (2024)
Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. FG (2024)
Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. CoRR (2024)
Soroush Mehraban, Vida Adeli, Babak Taati
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. WACV (2024)
Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. CoRR (2023)
Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John Giorgi, Babak Taati
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset. CoRR (2023)
Y. Zarghami, S. Mafeld, A. Conway, Babak Taati
Pain Detection in Masked Faces during Procedural Sedation. FG (2023)
Vida Adeli, Navid Korhani, Andrea Sabo, Sina Mehdizadeh, Avril Mansfield, Alastair Flint, Andrea Iaboni, Babak Taati
Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Soroush Mehraban, Vida Adeli, Babak Taati
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. CoRR (2023)
Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. PRIME@MICCAI (2023)
Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John Giorgi, Babak Taati
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset. NeurIPS (2023)
Saeid Alavi Naeini, Leif E. R. Simmatis, Deniz Jafari, Diego L. Guarin, Yana Yunusova, Babak Taati
Automated Temporal Segmentation of Orofacial Assessment Videos. CoRR (2022)
Saeid Alavi Naeini, Leif Simmatis, Deniz Jafar, Diego L. Guarin, Yana Yunusova, Babak Taati
Automated Temporal Segmentation of Orofacial Assessment Videos. BHI (2022)
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Y. Zarghami, S. Mafeld, A. Conway, Babak Taati
Pain Detection in Masked Faces during Procedural Sedation. CoRR (2022)
Saeid Alavi Naeini, Leif E. R. Simmatis, Yana Yunusova, Babak Taati
Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. CoRR (2022)
Saeid Alavi Naeini, Leif E. R. Simmatis, Yana Yunusova, Babak Taati
Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. BHI (2022)
Haiqi Wei, Frank Rudzicz, David Fleet, Teodor P. Grantcharov, Babak Taati
Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss. MLHC (2021)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training. CoRR (2021)
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
. EMBC (2021)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Andrea Bandini, Sia Rezaei, Diego Lopez Guarin, Madhura Kulkarni, Derrick Lim, Mark I. Boulos, Lorne Zinman, Yana Yunusova, Babak Taati
A New Dataset for Facial Motion Analysis in Individuals With Neurological Disorders. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia. CoRR (2021)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities. ICMI Companion (2020)
Diego Lopez Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati
Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking. CoRR (2020)
Diego Lopez Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati
Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking. FG (2020)
Maziar Hafezi, Nasim Montazeri, Shumit Saha, Kaiyin Zhu, Bojan Gavrilovic, Azadeh Yadollahi, Babak Taati
Sleep Apnea Severity Estimation From Tracheal Movements Using a Deep Learning Model. IEEE Access 8 (2020)
Babak Taati, Shun Zhao, Ahmed Bilal Ashraf, Azin Asgarian, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos
Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia. IEEE Access 7 (2019)
Diego Lopez Guarin, Yana Yunusova, Babak Taati, Joseph R. Dusseldorp, Suresh Mohan, Joana Tavares, Martinus M. van Veen, Emily Fortier, Tessa A. Hadlock, Nate Jowett
Toward an Automatic System for Computer-Aided Assessment in Facial Palsy. CoRR (2019)
Kaiyin Zhu, Azadeh Yadollahi, Babak Taati
Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video. EMBC (2019)
Qi Zhang, Cristina De Oliveira Francisco, Muammar Muhammad Kabir, Jing Zhang, Nasim Montazeri, Babak Taati, Azadeh Yadollahi
ioise Removal of Tracheal Sound Recorded During CPET to Determine Respiratory Rate. EMBC (2019)
Ahnaf Rashik Hassan, Muammar Kabir, Behrang Keshavarz, Babak Taati, Azadeh Yadollahi
Sigmoid Wake Probability Model for High-Resolution Detection of Drowsiness Using Electroencephalogram. EMBC (2019)
Ahmed Ashraf, Anqi Yang, Babak Taati
Pain Expression Recognition Using Occluded Faces. FG (2019)
Sina Akbarian, Ghazaleh Delfi, Kaiyin Zhu, Azadeh Yadollahi, Babak Taati
Automated Non-Contact Detection of Head and Body Positions During Sleep. IEEE Access 7 (2019)
Maziar Hafezi, Nasim Montazeri, Kaiyin Zhu, Hisham Alshaer, Azadeh Yadollahi, Babak Taati
Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning. EMBC (2019)
Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia. CoRR (2019)
Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia. CVPR Workshops (2019)
Ahmed Ashraf, Shehroz S. Khan, Nikhil Bhagwat, M. Mallar Chakravarty, Babak Taati
Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies. CoRR (2018)
Andrea Bandini, Jordan R. Green, Babak Taati, Silvia Orlandi, Lorne Zinman, Yana Yunusova
Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks. FG (2018)
Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati
A Hybrid Instance-based Transfer Learning Method. CoRR (2018)
Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati
Automated vision-based analysis of levodopa-induced dyskinesia with deep learning. EMBC (2017)
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept. EMBC (2017)
Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati
Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning. CoRR (2017)
Shehroz S. Khan, Babak Taati
Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders. Expert Syst. Appl. 87 (2017)
Elham Dolatabadi, Avril Mansfield, Kara K. Patterson, Babak Taati, Alex Mihailidis
Mixture-Model Clustering of Pathological Gait Patterns. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Michael H. Li, Azadeh Yadollahi, Babak Taati
Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati
Subspace selection to suppress confounding source domain information in AAM transfer learning. IJCB (2017)
Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati
Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation. CoRR (2017)
Elham Dolatabadi, Ying Xuan Zhi, Bing Ye, Marge M. Coahran, Giorgia Lupinacci, Alex Mihailidis, Rosalie Wang, Babak Taati
The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy. PervasiveHealth (2017)
Elham Dolatabadi, Babak Taati, Alex Mihailidis
Automated classification of pathological gait after stroke using ubiquitous sensing technology. EMBC (2016)
Shehroz S. Khan, Babak Taati
Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders. CoRR (2016)
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept. CoRR (2016)
Ahmed Bilal Ashraf, Babak Taati
Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults. IEEE J. Biomed. Health Informatics 20 (2) (2016)
Ahmad Akl, Babak Taati, Alex Mihailidis
Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. IEEE Trans. Biomed. Eng. 62 (5) (2015)
Michael H. Li, Azadeh Yadollahi, Babak Taati
A non-contact vision-based system for respiratory rate estimation. EMBC (2014)
Babak Taati, Jasper Snoek, Dionne M. Aleman, Ardeshir Ghavamzadeh
Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Babak Taati, Jasper Snoek, Alex Mihailidis
Video analysis for identifying human operation difficulties and faucet usability assessment. Neurocomputing 100 (2013)
Gemma S. Parra-Dominguez, Babak Taati, Alex Mihailidis
3D Human Motion Analysis to Detect Abnormal Events on Stairs. 3DIMPVT (2012)
Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan
Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds CoRR (2012)
Jasper Snoek, Babak Taati, Alex Mihailidis
An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology (2012)
Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan
Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds. 3DIMPVT (2012)
Michael Belshaw, Babak Taati, Jasper Snoek, Alex Mihailidis
Towards a single sensor passive solution for automated fall detection. EMBC (2011)
Babak Taati, Jasper Snoek, Alex Mihailidis
Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia. HISB (2011)
Babak Taati, Michael A. Greenspan
Local shape descriptor selection for object recognition in range data. Comput. Vis. Image Underst. 115 (5) (2011)
Jasper Snoek, Babak Taati, Yulia Eskin, Alex Mihailidis
Automatic segmentation of video to aid the study of faucet usability for older adults. CVPR Workshops (2010)
Babak Taati, Jasper Snoek, David Giesbrecht, Alex Mihailidis
Water Flow Detection in a Handwashing Task. CRV (2010)
Babak Taati, Amir M. Tahmasebi, Keyvan Hashtrudi-Zaad
Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device. Presence Teleoperators Virtual Environ. 17 (4) (2008)
Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan
Automatic Registration for Model Building using Variable Dimensional Local Shape Descriptors. 3DIM (2007)
Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan
Variable Dimensional Local Shape Descriptors for Object Recognition in Range Data. ICCV (2007)
Babak Taati, Michael A. Greenspan, Kamal Gupta
A Dynamic Load-Balancing Parallel Search for Enumerative Robot Path Planning. J. Intell. Robotic Syst. 47 (1) (2006)