Search Results for author: Jing-Yan Liao

Found 3 papers, 1 papers with code

SemVecNet: Generalizable Vector Map Generation for Arbitrary Sensor Configurations

no code implementations30 Apr 2024 Narayanan Elavathur Ranganatha, Hengyuan Zhang, Shashank Venkatramani, Jing-Yan Liao, Henrik I. Christensen

In response to this challenge, we propose a modular pipeline for vector map generation with improved generalization to sensor configurations.

Autonomous Driving Decoder

OSM vs HD Maps: Map Representations for Trajectory Prediction

no code implementations4 Nov 2023 Jing-Yan Liao, Parth Doshi, Zihan Zhang, David Paz, Henrik Christensen

While High Definition (HD) Maps have long been favored for their precise depictions of static road elements, their accessibility constraints and susceptibility to rapid environmental changes impede the widespread deployment of autonomous driving, especially in the motion forecasting task.

Motion Forecasting Trajectory Prediction

Robust Human Identity Anonymization using Pose Estimation

1 code implementation10 Jan 2023 Hengyuan Zhang, Jing-Yan Liao, David Paz, Henrik I. Christensen

Many outdoor autonomous mobile platforms require more human identity anonymized data to power their data-driven algorithms.

Face Detection Pose Estimation

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