Babak Taati
Orcid: 0000-0001-9763-4293
According to our database1,
Babak Taati
authored at least 59 papers
between 2006 and 2024.
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Bibliography
2024
CoRR, 2024
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
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, July, 2023
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia.
Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
2022
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia.
IEEE J. Biomed. Health Informatics, 2022
Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training.
IEEE J. Biomed. Health Informatics, 2021
IEEE J. Biomed. Health Informatics, 2021
Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss.
Proceedings of the Machine Learning for Healthcare Conference, 2021
Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE Access, 2020
Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
2019
Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia.
CoRR, 2019
Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Sigmoid Wake Probability Model for High-Resolution Detection of Drowsiness Using Electroencephalogram.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
CoRR, 2018
Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
IEEE J. Biomed. Health Informatics, 2017
Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders.
Expert Syst. Appl., 2017
Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation.
CoRR, 2017
The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
Subspace selection to suppress confounding source domain information in AAM transfer learning.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017
Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults.
IEEE J. Biomed. Health Informatics, 2016
Automated classification of pathological gait after stroke using ubiquitous sensing technology.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE Trans. Biomed. Eng., 2015
2014
Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival.
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Video analysis for identifying human operation difficulties and faucet usability assessment.
Neurocomputing, 2013
2012
Proceedings of the Artificial Intelligence for Gerontechnology, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
2011
Comput. Vis. Image Underst., 2011
Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Automatic segmentation of video to aid the study of faucet usability for older adults.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
2008
Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device.
Presence Teleoperators Virtual Environ., 2008
2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Automatic Registration for Model Building using Variable Dimensional Local Shape Descriptors.
Proceedings of the Sixth International Conference on 3-D Digital Imaging and Modeling, 2007
2006
J. Intell. Robotic Syst., 2006