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Justin Miller

6 accepted papers

2023

Cross Modality Knowledge Distillation for Robust Pedestrian Detection in Low Light and Adverse Weather Conditions

ICASSP 2023accepted

RGB-based pedestrian detection is a challenging task in low light and adverse weather conditions because image quality can degrade rather significantly. Including other modalities such as thermal and gated imaging sensors can, on the other hand, significantly improve the detection performance in the…

Cited by 0SourceScholar
2017

Predictive positioning and quality of service ridesharing for campus mobility on demand systems

ICRA 2017poster

Autonomous Mobility On Demand (MOD) systems can utilize fleet management strategies in order to provide a high customer quality of service (QoS). Previous works on autonomous MOD systems have developed methods for rebalancing single capacity vehicles, where QoS is maintained through large fleet sizi…

Cited by 79SourceScholar
2016

Dynamic arrival rate estimation for campus Mobility On Demand network graphs

IROS 2016poster

Mobility On Demand (MOD) systems are revolutionizing transportation in urban settings by improving vehicle utilization and reducing parking congestion. A key factor in the success of an MOD system is the ability to measure and respond to real-time customer arrival data. Real time traffic arrival rat…

Cited by 26SourceScholar