Sarah Ostadabbas's repositories
AI-Human-Co-Labeling-Toolbox-AH-CoLT-
AH-CoLT: An AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation (MLSP2019)
Infant-Pose-Estimation
Invariant representation learning for infant pose estimation with small data (FG2021)
Infant-Posture-Estimation
Appearance-Independent Pose-Based Posture Classification in Infants (ICPRW2022)
SLP-Dataset-and-Code
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions (TPAMI 2022)
CribNet
CribNet: Enhancing Infant Safety in Cribs through Vision-based Hazard Detection (FG2024)
Infant-Respiration-Estimation
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark (MICCAIW'23))
SAVeS-Platform
An Evaluation Platform to Scope Performance of Synthetic Environments in Autonomous Ground Vehicles Simulation (ICASSP2023)
Video-Based-Infant-Action-Recognition
Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art (WACVW'24)
Multiple-Toddler-Tracking
Multiple Toddler Tracking in Indoor Videos (WACVW'24)
Vision-Based-Treatment-Localization-with-Limited-Data
Vision-Based Treatment Localization with Limited Data: Automated Documentation of Military Emergency Medical Procedures (ICCVW2023))
NNS-Detection-and-Segmentation
Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants (MICCAI'23)
Infant-Posture-based-Action-Recognition
Posture-based Infant Action Recognition in the Wild with Very Limited Data (CVPRW2023)
SPAC-Net-Synthetic-Pose-aware-Animal-ControlNet
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation
Temporal-controlled-Frame-Swap-GTAV-TeFS-
Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis (BMVC2023)
Prior-aware-Synthetic-Data-Generation-PASyn-
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data (BMVC2022)
Infant-Facial-Landmark-Detection-and-Tracking
InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild (ICPR2022)
Infant-Upper-Body-Postural-Symmetry
Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis (FGW2023)
Infant-Postural-Symmetry
Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations (WACV2023))
Hierarchical-Network-Dissection
Revealing Interpretable Representations learned by Face Inference Models (IJCV 2022)
AdaptedHumanPose
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data (Applied Intelligence 2022)
PressureEye
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
Deep-Markov-Factor-Analysis-DMFA-
Deep Markov Factor Analysis (NeurIPS2021)
ActionDSARF
A Bayesian Dynamical Approach for Human Action Recognition (Sensors Journal2021)
An-Efficient-3D-Synthetic-Model-Generation-Pipeline
An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation (CVPRW2021)
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)
CSrankings
A web app for ranking computer science departments according to their research output in selective venues.