Sarah Ostadabbas's Projects
Human 3D Facial Pose Estimation and Tracking (AffCom IJCAI2018)
A Bayesian Dynamical Approach for Human Action Recognition (Sensors Journal2021)
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data (Applied Intelligence 2022)
AH-CoLT: An AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation (MLSP2019)
An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation (CVPRW2021)
Recognition of Atypical Behavior in Autism Diagnosis from Video using Pose Estimation Over Time (MLSP2019)
Moving Object Detection through Robust Matrix Completion Augmented with Objectness (J-STSP2018)
Sparse Representation/Reconstruction of Plantar Pressure Image (MLHC2017)
CribNet: Enhancing Infant Safety in Cribs through Vision-based Hazard Detection (FG2024)
A web app for ranking computer science departments according to their research output in selective venues.
Deep Markov Factor Analysis (NeurIPS2021)
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences (DLPR 2020)
DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
Background Subtraction via Fast Robust Matrix Completion (ICCVW2017)
Revealing Interpretable Representations learned by Face Inference Models (IJCV 2022)
Heuristic Weakly Supervised 3D Human Pose Estimation
"In-Bed Pose Estimation: Deep Learning with Shallow Dataset (JTEHM 2019)
A Vision-Based System for In-Bed Posture Tracking (ICCVW2017)
Introduction to Indoor GeoNet (CVPRW2019)
Indoor Navigation via Vision-Inertial Data Fusion (IEEE/ION2018)
InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild (ICPR2022)
Invariant representation learning for infant pose estimation with small data (FG2021)
Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations (WACV2023))
Posture-based Infant Action Recognition in the Wild with Very Limited Data (CVPRW2023)
Appearance-Independent Pose-Based Posture Classification in Infants (ICPRW2022)
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark (MICCAIW'23))
Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis (FGW2023)
Inner-space preserving generative pose machine (ECCV2018)
Kinect V2 Reader