ostadabbas
Sarah Ostadabbas is an Assistant Professor at the Electrical and Computer Engineering Department of Northeastern University (NEU). Sarah joined NEU from Georgia
Northeastern UniversityBoston, USA
Pinned Repositories
3d-facial-landmark-detection-and-tracking
Human 3D Facial Pose Estimation and Tracking (AffCom IJCAI2018)
DeepPBM
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences (DLPR 2020)
DSARF
DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
in-bed-pose-estimation
"In-Bed Pose Estimation: Deep Learning with Shallow Dataset (JTEHM 2019)
Indoor-Navigation-via-Vision-Inertial-Data-Fusion
Indoor Navigation via Vision-Inertial Data Fusion (IEEE/ION2018)
Infant-Pose-Estimation
Invariant representation learning for infant pose estimation with small data (FG2021)
Infant-Respiration-Estimation
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark (MICCAIW'23))
Seeing-Under-the-Cover
Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation (MICCAI2019)
SLP-Dataset-and-Code
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions (TPAMI 2022)
TePose
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation (2022)
ostadabbas's Repositories
ostadabbas/SLP-Dataset-and-Code
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions (TPAMI 2022)
ostadabbas/Infant-Pose-Estimation
Invariant representation learning for infant pose estimation with small data (FG2021)
ostadabbas/DSARF
DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
ostadabbas/TePose
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation (2022)
ostadabbas/Infant-Respiration-Estimation
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark (MICCAIW'23))
ostadabbas/DeepPBM
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences (DLPR 2020)
ostadabbas/Temporal-controlled-Frame-Swap-GTAV-TeFS-
Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis (BMVC2023)
ostadabbas/AdaptedHumanPose
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data (Applied Intelligence 2022)
ostadabbas/AI-Human-Co-Labeling-Toolbox-AH-CoLT-
AH-CoLT: An AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation (MLSP2019)
ostadabbas/HW-HuP
Heuristic Weakly Supervised 3D Human Pose Estimation
ostadabbas/NNS-Detection-and-Segmentation
Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants (MICCAI'23)
ostadabbas/Video-Based-Infant-Action-Recognition
Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art (WACVW'24)
ostadabbas/Infant-Facial-Landmark-Detection-and-Tracking
InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild (ICPR2022)
ostadabbas/Infant-Posture-based-Action-Recognition
Posture-based Infant Action Recognition in the Wild with Very Limited Data (CVPRW2023)
ostadabbas/SPAC-Net-Synthetic-Pose-aware-Animal-ControlNet
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation
ostadabbas/An-Efficient-3D-Synthetic-Model-Generation-Pipeline
An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation (CVPRW2021)
ostadabbas/Deep-Markov-Factor-Analysis-DMFA-
Deep Markov Factor Analysis (NeurIPS2021)
ostadabbas/Infant-Postural-Symmetry
Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations (WACV2023))
ostadabbas/Multiple-Toddler-Tracking
Multiple Toddler Tracking in Indoor Videos (WACVW'24)
ostadabbas/PressureEye
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
ostadabbas/Prior-aware-Synthetic-Data-Generation-PASyn-
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data (BMVC2022)
ostadabbas/Infant-Posture-Estimation
Appearance-Independent Pose-Based Posture Classification in Infants (ICPRW2022)
ostadabbas/Machine-learning-for-nanomaterial-based-optical-wavelength-estimation
Development of use-specific high-performance cyber-nanomaterial optical detectors by effective choice of machine learning algorithms (Machine Learning: Science and Technology 2019)
ostadabbas/Vision-Based-Treatment-Localization-with-Limited-Data
Vision-Based Treatment Localization with Limited Data: Automated Documentation of Military Emergency Medical Procedures (ICCVW2023))
ostadabbas/ActionDSARF
A Bayesian Dynamical Approach for Human Action Recognition (Sensors Journal2021)
ostadabbas/CribNet
CribNet: Enhancing Infant Safety in Cribs through Vision-based Hazard Detection (FG2024)
ostadabbas/Infant-Upper-Body-Postural-Symmetry
Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis (FGW2023)
ostadabbas/SAVeS-Platform
An Evaluation Platform to Scope Performance of Synthetic Environments in Autonomous Ground Vehicles Simulation (ICASSP2023)
ostadabbas/Baby-Product-Video-Ads
Multimodal Drivers of Attention Interruption to Baby Product Video Ads (ICPR'24)
ostadabbas/Hierarchical-Network-Dissection
Revealing Interpretable Representations learned by Face Inference Models (IJCV 2022)