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Babak Taati

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2010 – today

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2018
[c16]
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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]
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  - journals/corr/abs-1812-01063
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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]
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  - journals/corr/abs-1812-01716
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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]
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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]
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Elham Dolatabadi, Avril Mansfield, Kara K. Patterson, Babak Taati, Alex Mihailidis:
Mixture-Model Clustering of Pathological Gait Patterns. IEEE J. Biomedical and Health Informatics 21(5): 1297-1305 (2017)
[j8]
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Michael H. Li, Azadeh Yadollahi, Babak Taati:
Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. IEEE J. Biomedical and Health Informatics 21(5): 1367-1375 (2017)
[c15]
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  - conf/embc/TaatiLMA17
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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]
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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]
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  - conf/icb/AsgarianAFT17
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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]
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  - conf/ph/DolatabadiZYCLM17
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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]
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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]
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  - journals/corr/abs-1708-08508
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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]
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  - journals/titb/AshrafT16
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Ahmed Bilal Ashraf, Babak Taati:
Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults. IEEE J. Biomedical and Health Informatics 20(2): 682-690 (2016)
[c11]
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Elham Dolatabadi, Babak Taati, Alex Mihailidis:
Automated classification of pathological gait after stroke using ubiquitous sensing technology. EMBC 2016: 6150-6153
[i3]
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Shehroz S. Khan, Babak Taati:
Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders. CoRR abs/1610.03761 (2016)
[i2]
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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]
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  - journals/tbe/AklTM15
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Ahmad Akl, Babak Taati, Alex Mihailidis:
Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. IEEE Trans. Biomed. Engineering 62(5): 1383-1394 (2015)
2014
[j5]
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  - journals/titb/TaatiSAG14
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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. Biomedical and Health Informatics 18(1): 21-27 (2014)
[c10]
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Michael H. Li, Azadeh Yadollahi, Babak Taati:
A non-contact vision-based system for respiratory rate estimation. EMBC 2014: 2119-2122
2013
[j4]
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  - journals/ijon/TaatiSM13
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Babak Taati, Jasper Snoek, Alex Mihailidis:
Video analysis for identifying human operation difficulties and faucet usability assessment. Neurocomputing 100: 163-169 (2013)
2012
[c9]
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  - conf/3dim/Parra-DominguezTM12
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Gemma S. Parra-Dominguez, Babak Taati, Alex Mihailidis:
3D Human Motion Analysis to Detect Abnormal Events on Stairs. 3DIMPVT 2012: 97-103
[c8]
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  - conf/3dim/IoannouTHG12
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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]
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  - conf/aaaifs/SnoekTM12
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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]
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  - journals/corr/abs-1209-1759
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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]
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  - journals/cviu/TaatiG11
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Babak Taati, Michael A. Greenspan:
Local shape descriptor selection for object recognition in range data. Computer Vision and Image Understanding 115(5): 681-694 (2011)
[c6]
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  - conf/embc/BelshawTSM11
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Michael Belshaw, Babak Taati, Jasper Snoek, Alex Mihailidis:
Towards a single sensor passive solution for automated fall detection. EMBC 2011: 1773-1776
[c5]
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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]
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  - conf/crv/TaatiSGM10
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Babak Taati, Jasper Snoek, David Giesbrecht, Alex Mihailidis:
Water Flow Detection in a Handwashing Task. CRV 2010: 175-182
[c3]
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  - conf/cvpr/SnoekTEM10
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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

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2008
[j2]
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  - journals/presence/TaatiTH08
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Babak Taati, Amir M. Tahmasebi, Keyvan Hashtrudi-Zaad:
Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device. Presence 17(4): 327-343 (2008)
2007
[c2]
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  - conf/3dim/TaatiBJG07
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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]
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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]
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  - journals/jirs/TaatiGG06
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Babak Taati, Michael A. Greenspan, Kamal Gupta:
A Dynamic Load-Balancing Parallel Search for Enumerative Robot Path Planning. Journal of Intelligent and Robotic Systems 47(1): 55-85 (2006)

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