Search Results for author: Qin Lin

Found 5 papers, 0 papers with code

Learning a Safety Verifiable Adaptive Cruise Controller from Human Driving Data

no code implementations29 Oct 2019 Qin Lin, Sicco Verwer, John Dolan

Imitation learning provides a way to automatically construct a controller by mimicking human behavior from data.

Autonomous Vehicles Imitation Learning

Measuring Similarity of Interactive Driving Behaviors Using Matrix Profile

no code implementations28 Oct 2019 Qin Lin, Wenshuo Wang, Yihuan Zhang, John Dolan

Understanding multi-vehicle interactive behaviors with temporal sequential observations is crucial for autonomous vehicles to make appropriate decisions in an uncertain traffic environment.

Autonomous Vehicles

Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata

no code implementations24 May 2017 Xiaoran Liu, Qin Lin, Sicco Verwer, Dmitri Jarnikov

This paper focuses on detecting anomalies in a digital video broadcasting (DVB) system from providers' perspective.

Anomaly Detection One-class classifier

Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI

no code implementations12 Feb 2013 Yue Huang, John Paisley, Qin Lin, Xinghao Ding, Xueyang Fu, Xiao-Ping Zhang

The size of the dictionary and the patch-specific sparsity pattern are inferred from the data, in addition to other dictionary learning variables.

Denoising Dictionary Learning +2

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