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)
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)
Video-Based-Infant-Action-Recognition
Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art (WACVW'24)
ostadabbas's Repositories
ostadabbas/3d-facial-landmark-detection-and-tracking
Human 3D Facial Pose Estimation and Tracking (AffCom IJCAI2018)
ostadabbas/Seeing-Under-the-Cover
Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation (MICCAI2019)
ostadabbas/Indoor-Navigation-via-Vision-Inertial-Data-Fusion
Indoor Navigation via Vision-Inertial Data Fusion (IEEE/ION2018)
ostadabbas/DeepPBM
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences (DLPR 2020)
ostadabbas/in-bed-pose-estimation
"In-Bed Pose Estimation: Deep Learning with Shallow Dataset (JTEHM 2019)
ostadabbas/isp-gpm
Inner-space preserving generative pose machine (ECCV2018)
ostadabbas/ASD-Behavior-Classification
Recognition of Atypical Behavior in Autism Diagnosis from Video using Pose Estimation Over Time (MLSP2019)
ostadabbas/fRMC
Background Subtraction via Fast Robust Matrix Completion (ICCVW2017)
ostadabbas/ScanAvaGenerationToolkit
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines (ECCVW2018)
ostadabbas/Deep-Markov-Spatio-Temporal-Factorization-DMSTF-
ostadabbas/Indoor-GeoNet
Introduction to Indoor GeoNet (CVPRW2019)
ostadabbas/KinectV2Recorder
Kinect V2 Recorder
ostadabbas/In-Bed-Posture-Estimation
A Vision-Based System for In-Bed Posture Tracking (ICCVW2017)
ostadabbas/Compressive-Sensing-for-Plantar-Pressure
Sparse Representation/Reconstruction of Plantar Pressure Image (MLHC2017)
ostadabbas/Augmented-fRMC
Moving Object Detection through Robust Matrix Completion Augmented with Objectness (J-STSP2018)
ostadabbas/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
ostadabbas/KinectV2Reader
Kinect V2 Reader
ostadabbas/NNS-Pattern-Quantification