Sarah Ostadabbas (@ostadabbas)
github

ostadabbas

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Top repositories

1

3d-facial-landmark-detection-and-tracking

Human 3D Facial Pose Estimation and Tracking (AffCom IJCAI2018)
Python
49
star
2

Infant-Pose-Estimation

Invariant representation learning for infant pose estimation with small data (FG2021)
Python
44
star
3

SLP-Dataset-and-Code

Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions (TPAMI 2022)
Python
42
star
4

DSARF

DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
Jupyter Notebook
23
star
5

TePose

Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation (2022)
Python
21
star
6

Seeing-Under-the-Cover

Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation (MICCAI2019)
Jupyter Notebook
17
star
7

Indoor-Navigation-via-Vision-Inertial-Data-Fusion

Indoor Navigation via Vision-Inertial Data Fusion (IEEE/ION2018)
MATLAB
16
star
8

Infant-Respiration-Estimation

Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark (MICCAIW'23))
Python
15
star
9

DeepPBM

DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences (DLPR 2020)
Python
13
star
10

in-bed-pose-estimation

"In-Bed Pose Estimation: Deep Learning with Shallow Dataset (JTEHM 2019)
MATLAB
12
star
11

Temporal-controlled-Frame-Swap-GTAV-TeFS-

Temporal-controlled Frame Swap for Generating High-Fidelity Stereo Driving Data for Autonomy Analysis (BMVC2023)
C#
11
star
12

Video-Based-Infant-Action-Recognition

Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art (WACVW'24)
Jupyter Notebook
10
star
13

AI-Human-Co-Labeling-Toolbox-AH-CoLT-

AH-CoLT: An AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth Generation (MLSP2019)
Jupyter Notebook
8
star
14

AdaptedHumanPose

Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data (Applied Intelligence 2022)
Python
8
star
15

isp-gpm

Inner-space preserving generative pose machine (ECCV2018)
Lua
8
star
16

NNS-Detection-and-Segmentation

Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants (MICCAI'23)
Python
7
star
17

HW-HuP

Heuristic Weakly Supervised 3D Human Pose Estimation
Python
7
star
18

Infant-Facial-Landmark-Detection-and-Tracking

InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild (ICPR2022)
Python
6
star
19

ASD-Behavior-Classification

Recognition of Atypical Behavior in Autism Diagnosis from Video using Pose Estimation Over Time (MLSP2019)
Python
6
star
20

Infant-Posture-based-Action-Recognition

Posture-based Infant Action Recognition in the Wild with Very Limited Data (CVPRW2023)
Python
6
star
21

SPAC-Net-Synthetic-Pose-aware-Animal-ControlNet

SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation
Python
6
star
22

ScanAvaGenerationToolkit

A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines (ECCVW2018)
Python
5
star
23

An-Efficient-3D-Synthetic-Model-Generation-Pipeline

An Efficient 3D Synthetic Model Generation Pipeline for Human Pose Data Augmentation (CVPRW2021)
Jupyter Notebook
5
star
24

Infant-Postural-Symmetry

Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations (WACV2023))
Python
4
star
25

Deep-Markov-Factor-Analysis-DMFA-

Deep Markov Factor Analysis (NeurIPS2021)
Python
4
star
26

fRMC

Background Subtraction via Fast Robust Matrix Completion (ICCVW2017)
MATLAB
4
star
27

Indoor-GeoNet

Introduction to Indoor GeoNet (CVPRW2019)
Python
3
star
28

Deep-Markov-Spatio-Temporal-Factorization-DMSTF-

Python
3
star
29

KinectV2Recorder

Kinect V2 Recorder
C#
3
star
30

Prior-aware-Synthetic-Data-Generation-PASyn-

Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data (BMVC2022)
Python
3
star
31

Infant-Posture-Estimation

Appearance-Independent Pose-Based Posture Classification in Infants (ICPRW2022)
Python
3
star
32

PressureEye

Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
Python
3
star
33

Multiple-Toddler-Tracking

Multiple Toddler Tracking in Indoor Videos (WACVW'24)
Python
3
star
34

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)
Python
2
star
35

In-Bed-Posture-Estimation

A Vision-Based System for In-Bed Posture Tracking (ICCVW2017)
MATLAB
2
star
36

Vision-Based-Treatment-Localization-with-Limited-Data

Vision-Based Treatment Localization with Limited Data: Automated Documentation of Military Emergency Medical Procedures (ICCVW2023))
Python
2
star
37

ActionDSARF

A Bayesian Dynamical Approach for Human Action Recognition (Sensors Journal2021)
Python
1
star
38

Infant-Upper-Body-Postural-Symmetry

Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis (FGW2023)
Python
1
star
39

CribNet

CribNet: Enhancing Infant Safety in Cribs through Vision-based Hazard Detection (FG2024)
Jupyter Notebook
1
star
40

SAVeS-Platform

An Evaluation Platform to Scope Performance of Synthetic Environments in Autonomous Ground Vehicles Simulation (ICASSP2023)
Python
1
star
41

Compressive-Sensing-for-Plantar-Pressure

Sparse Representation/Reconstruction of Plantar Pressure Image (MLHC2017)
MATLAB
1
star