no code implementations • 8 Jun 2023 • Dan Shen, Lingxi Li, Stanley Chien, Yaobin Chen, Rini Sherony
Road departure detection systems (RDDSs) for eliminating unintentional road departure collisions have been developed and equipped on some commercial vehicles in recent years.
no code implementations • 24 Dec 2022 • Avinash Prabu, Zhengming Zhang, Renran Tian, Stanley Chien, Lingxi Li, Yaobin Chen, Rini Sherony
The goal is to quantitatively measure the behaviors of e-scooter riders in different encounters to help facilitate crash scenario modeling, baseline behavior modeling, and the potential future development of in-vehicle mitigation algorithms.
no code implementations • 22 Dec 2022 • Avinash Prabu, Dan Shen, Renran Tian, Stanley Chien, Lingxi Li, Yaobin Chen, Rini Sherony
As one of the most popular micro-mobility options, e-scooters are spreading in hundreds of big cities and college towns in the US and worldwide.
no code implementations • 30 Jul 2022 • Jackie Ayoub, Zifei Wang, Meitang Li, Huizhong Guo, Rini Sherony, Shan Bao, Feng Zhou
Advanced driver assistance systems (ADAS) are designed to improve vehicle safety.
2 code implementations • 5 Dec 2021 • Tina Chen, Taotao Jing, Renran Tian, Yaobin Chen, Joshua Domeyer, Heishiro Toyoda, Rini Sherony, Zhengming Ding
These innovative labels can enable several computer vision tasks, including pedestrian intent/behavior prediction, vehicle-pedestrian interaction segmentation, and video-to-language mapping for explainable algorithms.
1 code implementation • 28 Nov 2021 • Kumar Apurv, Renran Tian, Rini Sherony
We fine-tune MobileNetV2 over our dataset and train the model to classify e-scooter riders and pedestrians.
no code implementations • 21 Mar 2019 • Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman
What is not known is how much extra information the temporal dynamics of the visual scene carries that is complimentary to the information available in the individual frames of the video.