Projects

Fine-Grained Object Manipulation Recognition with Wrist-Worn Inertial and Ultrasonic Sensors

Fine-Grained Object Manipulation Recognition with Wrist-Worn Inertial and Ultrasonic Sensors

500 views

Learning Safe and Stable Driving with IRL: Learning from Temporally Localized Failures

Learning Safe and Stable Driving with IRL: Learning from Temporally Localized Failures

1,693 views

Efficient Urban Dynamics Forecasting by Geometrically Complemented Multi-task Poisson Regression.

Efficient Urban Dynamics Forecasting by Geometrically Complemented Multi-task Poisson Regression.

499 views

Forecasting Crowded Events using Public Announcements with Large Language Models

Forecasting Crowded Events using Public Announcements with Large Language Models

2,037 views

Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique

Forecasting Lifespan of Crowded Events Inspired by Acoustic Synthesis Technique

1,960 views

Device-Free Multi-Person Indoor Localization Using the Change of ToF

Device-Free Multi-Person Indoor Localization Using the Change of ToF

2,560 views

Adaptive incremental beacon placement optimization for crowd density monitoring applications

Adaptive incremental beacon placement optimization for crowd density monitoring applications

3,170 views

Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

3,241 views

Robustifying Wi-Fi localization by Between-Location data augmentation

Robustifying Wi-Fi localization by Between-Location data augmentation

2,974 views

Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

3,823 views

Construction vehicle activity recognition based on sensor data

Construction vehicle activity recognition based on sensor data

3,114 views

Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

3,168 views

Fast and stable IRL based driving behavior modeling in continuous state space

Fast and stable IRL based driving behavior modeling in continuous state space

2,924 views

Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

3,190 views

GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

3,249 views

Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning

Adaptive driving behavior modeling towards diverse driving situations using inverse reinforcement learning

3,299 views

Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs

Robust indoor localization across smartphone models with ellipsoid features from multiple RSSIs

5,241 views

Early destination prediction by mobile phone sensing

Early destination prediction by mobile phone sensing

6,178 views

Irregularity prediction based on transit app logs

Irregularity prediction based on transit app logs

6,017 views

Working-Relationship Detection from Fitbit Sensor Data

Working-Relationship Detection from Fitbit Sensor Data

7,356 views

Urban dynamics analysis with large-scale Location data from smartphones

Urban dynamics analysis with large-scale Location data from smartphones

6,473 views

Modeling risk anticipation and defensive driving on residential roads using inverse reinforcement learning

Modeling risk anticipation and defensive driving on residential roads using inverse reinforcement learning

8,345 views

Consistent collective activity recognition with fully connected CRFs

Consistent collective activity recognition with fully connected CRFs

7,546 views

Steered Crowdsensing

Steered Crowdsensing

6,440 views

An easy-to-install system for daily walking ability assessment with a distance sensor array

An easy-to-install system for daily walking ability assessment with a distance sensor array

4,925 views

Hand Shape Classification with a Wearable Wrist Contour Sensor

Hand Shape Classification with a Wearable Wrist Contour Sensor

4,682 views

Health score prediction with high-level activity features

Health score prediction with high-level activity features

4,534 views

Frustratingly Simplified Deployment in Wi-Fi Localization via Route Annotation.

Frustratingly Simplified Deployment in Wi-Fi Localization via Route Annotation.

4,525 views

Indoor activity recognition with discriminative deformable part models

Indoor activity recognition with discriminative deformable part models

4,619 views

Modeling and Predicting Going-out Behavior via Dirichlet process mixture

Modeling and Predicting Going-out Behavior via Dirichlet process mixture

4,180 views

Counting People in Crowded Environment

Counting People in Crowded Environment

4,532 views

Driver behavior modeling from multiple drivers' data

Driver behavior modeling from multiple drivers' data

4,277 views

Behavior Prediction from Trajectories in a House by Estimating Transition Model Using Stay Points

Behavior Prediction from Trajectories in a House by Estimating Transition Model Using Stay Points

4,316 views

Driver behavior modeling based on Bayesian collaborative learning

Driver behavior modeling based on Bayesian collaborative learning

4,218 views

The Optimization of Sensor Arrangement and Feature Selection in Activity Recognition

The Optimization of Sensor Arrangement and Feature Selection in Activity Recognition

4,676 views