Sarah Ostadabbas

According to our database1, Sarah Ostadabbas authored at least 62 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing.
Expert Syst. Appl., 2021

2020
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat.
Expert Syst. Appl., 2020

Infant Pose Learning with Small Data.
CoRR, 2020

Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting.
CoRR, 2020

Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions.
CoRR, 2020

Deep Markov Spatio-Temporal Factorization.
CoRR, 2020

EEG-based Neglect Detection for Stroke Patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

G-LBM: Generative Low-Dimensional Background Model Estimation from Video Sequences.
Proceedings of the Computer Vision - ECCV 2020, 2020

Additional Value of Augmenting Current Subscales in Braden Scale with Advanced Machine Learning Technique for Pressure Injury Risk Assessment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video.
Sensors, 2019

Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms.
CoRR, 2019

DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences.
CoRR, 2019

Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

AH-CoLT: an AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Seeing Under the Cover: A Physics Guided Learning Approach for In-bed Pose Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Moving Object Detection Through Robust Matrix Completion Augmented With Objectness.
IEEE J. Sel. Top. Signal Process., 2018

Indoor GeoNet: Weakly Supervised Hybrid Learning for Depth and Pose Estimation.
CoRR, 2018

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience.
CoRR, 2018

MMDF2018 Workshop Report.
CoRR, 2018

The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems.
CoRR, 2018

First-person indoor navigation via vision-inertial data fusion.
Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2018

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience.
Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2018

A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Inner Space Preserving Generative Pose Machine.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
In-Bed Pose Estimation: Deep Learning with Shallow Dataset.
CoRR, 2017

Spatially-Continuous Plantar Pressure Reconstruction Using Compressive Sensing.
Proceedings of the Machine Learning for Health Care Conference, 2017

Background Subtraction via Fast Robust Matrix Completion.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A Vision-Based System for In-Bed Posture Tracking.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Long-term non-contact tracking of caged rodents.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Decoding emotional experiences through physiological signal processing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Gait variability assessment in neuro-degenerative patients by measuring complexity of independent sources.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A pressure map dataset for posture and subject analytics.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Gaits analysis using pressure image for subject identification.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
A Vision-Based Respiration Monitoring System for Passive Airway Resistance Estimation.
IEEE Trans. Biomed. Eng., 2016

Guest Editorial - Special Issue on Selected Papers From IEEE BioCAS 2015.
IEEE Trans. Biomed. Circuits Syst., 2016

Decoding Emotional Experience through Physiological Signal Processing.
CoRR, 2016

Using Virtual Humans to Understand Real Ones.
CoRR, 2016

Non-contact automatic respiration monitoring in restrained rodents.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

In-bed posture classification using deep autoencoders.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Enhancements of a tongue-operated robotic rehabilitation system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

Live demonstration: A tongue-operated multimodal human computer interface and robotic rehabilitation system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014
A Motion-Tolerant Adaptive Algorithm for Wearable Photoplethysmographic Biosensors.
IEEE J. Biomed. Health Informatics, 2014

A Knowledge-Based Modeling for Plantar Pressure Image Reconstruction.
IEEE Trans. Biomed. Eng., 2014

A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Classifying bed inclination using pressure images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A passive quantitative measurement of airway resistance using depth data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

In-bed posture classification and limb identification.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
Continuous eight-posture classification for bed-bound patients.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

Detecting high-risk regions for pressure ulcer risk assessment.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
A Resource-Efficient Planning for Pressure Ulcer Prevention.
IEEE Trans. Inf. Technol. Biomed., 2012

Sensor architectural tradeoff for diabetic foot ulcer monitoring.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Continuous plantar pressure modeling using sparse sensors.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
Layered Semi-Markov road generation for driving simulations.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Bed posture classification for pressure ulcer prevention.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A smart bed platform for monitoring & Ulcer prevention.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

A Posture Scheduling Algorithm Using Constrained Shortest Path to Prevent Pressure Ulcers.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Pressure ulcer monitoring and intervention: A software platform.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010
Burst communication by means of buffer allocation in body sensor networks: Exploiting signal processing to reduce the number of transmissions.
IEEE J. Sel. Areas Commun., 2010

Applications of sensing platforms with wearable computers.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

2009
An automatic segmentation technique in body sensor networks based on signal energy.
Proceedings of the 4th International ICST Conference on Body Area Networks, 2009

2008
A New Neural Network Based FOPID Controller.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008


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