Publications and Patents

End-to-end differentiable 6DoF object pose estimation with local and global constraints

DiffCVGP Workshop, NeurIPS 2020

A novel approach for estimating 6DoF object poses using differentiable optimization with both local and global constraints.

System and Method for Dynamic Adjustment of Sound Zone for A Passenger in a Vehicle (2020)

An innovative system that dynamically adjusts sound zones within a vehicle cabin based on passenger position and preferences.

System and Method for Hand Cropping for Hand Pose Recognition (2020)

A technique for accurate hand region cropping to improve the performance of hand pose recognition systems.

System and Method for Occupancy Detection in a Vehicle (2021)

A computer vision-based system for detecting and tracking occupants within a vehicle environment.

System for Predicting User Rating for in-car Entertainment Recommendation (2021)

A machine learning system that predicts user ratings for entertainment content in vehicles to provide personalized recommendations.

System and Method for 6DoF pose estimation of a Child-Seat inside a passenger vehicle (2022)

A computer vision approach for accurately estimating the 6-degree-of-freedom pose of child seats within passenger vehicles.