default search action
Babak Taati
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c34]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: 1-10 - [c33]Soroush Mehraban, Yiqian Qin, Babak Taati:
Evaluating Recent 2D Human Pose Estimators for 2D-3D Pose Lifting. FG 2024: 1-5 - [c32]Soroush Mehraban, Vida Adeli, Babak Taati:
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. WACV 2024: 6905-6915 - [i21]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 abs/2405.17817 (2024) - [i20]Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati:
SUM: Saliency Unification through Mamba for Visual Attention Modeling. CoRR abs/2406.17815 (2024) - [i19]Soroush Mehraban, Mohammad Javad Rajabi, Babak Taati:
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences. CoRR abs/2407.10935 (2024) - 2023
- [j17]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): 3599-3609 (2023) - [c31]Yasamin Zarghami, S. Mafeld, Aaron Conway, Babak Taati:
Pain Detection in Masked Faces during Procedural Sedation. FG 2023: 1-6 - [c30]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: 265-276 - [c29]Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. 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 - [i18]Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. 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 abs/2306.11167 (2023) - [i17]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 abs/2308.11484 (2023) - [i16]Soroush Mehraban, Vida Adeli, Babak Taati:
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. CoRR abs/2310.16288 (2023) - 2022
- [j16]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): 2288-2298 (2022) - [c28]Saeid Alavi Naeini, Leif E. R. Simmatis, Deniz Jafar, Diego L. Guarin, Yana Yunusova, Babak Taati:
Automated Temporal Segmentation of Orofacial Assessment Videos. BHI 2022: 1-6 - [c27]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: 1-6 - [i15]Saeid Alavi Naeini, Leif E. R. Simmatis, Deniz Jafari, Diego L. Guarin, Yana Yunusova, Babak Taati:
Automated Temporal Segmentation of Orofacial Assessment Videos. CoRR abs/2208.10591 (2022) - [i14]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 abs/2208.10597 (2022) - [i13]Yasamin Zarghami, S. Mafeld, Aaron Conway, Babak Taati:
Pain Detection in Masked Faces during Procedural Sedation. CoRR abs/2211.06694 (2022) - 2021
- [j15]Andrea Bandini, Sia Rezaei, Diego L. 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): 1111-1119 (2021) - [j14]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): 1450-1462 (2021) - [c26]Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video *. EMBC 2021: 5700-5703 - [c25]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: 283-307 - [i12]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 abs/2101.03251 (2021) - [i11]Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia. CoRR abs/2105.03464 (2021) - 2020
- [j13]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: 22641-22649 (2020) - [c24]Diego L. 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: 540-543 - [c23]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: 352-353 - [i10]Diego L. 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 abs/2003.08048 (2020)
2010 – 2019
- 2019
- [j12]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: 25527-25534 (2019) - [j11]Sina Akbarian, Ghazaleh Delfi, Kaiyin Zhu, Azadeh Yadollahi, Babak Taati:
Automated Non-Contact Detection of Head and Body Positions During Sleep. IEEE Access 7: 72826-72834 (2019) - [c22]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: 28-36 - [c21]Kaiyin Zhu, Azadeh Yadollahi, Babak Taati:
Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video. EMBC 2019: 792-795 - [c20]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: 1601-1604 - [c19]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: 4650-4653 - [c18]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: 7080-7083 - [c17]Ahmed Ashraf, Anqi Yang, Babak Taati:
Pain Expression Recognition Using Occluded Faces. FG 2019: 1-5 - [i9]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 abs/1905.07446 (2019) - [i8]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:
Toward an Automatic System for Computer-Aided Assessment in Facial Palsy. CoRR abs/1910.11497 (2019) - 2018
- [c16]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: 150-157 - [i7]Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati:
A Hybrid Instance-based Transfer Learning Method. CoRR abs/1812.01063 (2018) - [i6]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 abs/1812.01716 (2018) - 2017
- [j10]Shehroz S. Khan, Babak Taati:
Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders. Expert Syst. Appl. 87: 280-290 (2017) - [j9]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): 1297-1305 (2017) - [j8]Michael H. Li, Azadeh Yadollahi, Babak Taati:
Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. IEEE J. Biomed. Health Informatics 21(5): 1367-1375 (2017) - [c15]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: 1178-1181 - [c14]Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati:
Automated vision-based analysis of levodopa-induced dyskinesia with deep learning. EMBC 2017: 3377-3380 - [c13]Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati:
Subspace selection to suppress confounding source domain information in AAM transfer learning. IJCB 2017: 456-463 - [c12]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: 375-381 - [i5]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 abs/1707.09416 (2017) - [i4]Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati:
Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning. CoRR abs/1708.08508 (2017) - 2016
- [j7]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): 682-690 (2016) - [c11]Elham Dolatabadi, Babak Taati, Alex Mihailidis:
Automated classification of pathological gait after stroke using ubiquitous sensing technology. EMBC 2016: 6150-6153 - [i3]Shehroz S. Khan, Babak Taati:
Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders. CoRR abs/1610.03761 (2016) - [i2]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 abs/1610.08400 (2016) - 2015
- [j6]Ahmad Akl, Babak Taati, Alex Mihailidis:
Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. IEEE Trans. Biomed. Eng. 62(5): 1383-1394 (2015) - 2014
- [j5]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): 21-27 (2014) - [c10]Michael H. Li, Azadeh Yadollahi, Babak Taati:
A non-contact vision-based system for respiratory rate estimation. EMBC 2014: 2119-2122 - 2013
- [j4]Babak Taati, Jasper Snoek, Alex Mihailidis:
Video analysis for identifying human operation difficulties and faucet usability assessment. Neurocomputing 100: 163-169 (2013) - 2012
- [c9]Gemma S. Parra-Dominguez, Babak Taati, Alex Mihailidis:
3D Human Motion Analysis to Detect Abnormal Events on Stairs. 3DIMPVT 2012: 97-103 - [c8]Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan:
Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds. 3DIMPVT 2012: 501-508 - [c7]Jasper Snoek, Babak Taati, Alex Mihailidis:
An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology 2012 - [i1]Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan:
Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds. CoRR abs/1209.1759 (2012) - 2011
- [j3]Babak Taati, Michael A. Greenspan:
Local shape descriptor selection for object recognition in range data. Comput. Vis. Image Underst. 115(5): 681-694 (2011) - [c6]Michael Belshaw, Babak Taati, Jasper Snoek, Alex Mihailidis:
Towards a single sensor passive solution for automated fall detection. EMBC 2011: 1773-1776 - [c5]Babak Taati, Jasper Snoek, Alex Mihailidis:
Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia. HISB 2011: 205-212 - 2010
- [c4]Babak Taati, Jasper Snoek, David Giesbrecht, Alex Mihailidis:
Water Flow Detection in a Handwashing Task. CRV 2010: 175-182 - [c3]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: 63-70
2000 – 2009
- 2008
- [j2]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): 327-343 (2008) - 2007
- [c2]Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan:
Automatic Registration for Model Building using Variable Dimensional Local Shape Descriptors. 3DIM 2007: 265-272 - [c1]Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan:
Variable Dimensional Local Shape Descriptors for Object Recognition in Range Data. ICCV 2007: 1-8 - 2006
- [j1]Babak Taati, Michael A. Greenspan, Kamal Gupta:
A Dynamic Load-Balancing Parallel Search for Enumerative Robot Path Planning. J. Intell. Robotic Syst. 47(1): 55-85 (2006)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-25 20:10 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint