Search Results for author: Jia Huang

Found 4 papers, 0 papers with code

Privacy Protected Contactless Cardio-respiratory Monitoring using Defocused Cameras during Sleep

no code implementations17 Jan 2024 Yingen Zhu, Jia Huang, Hongzhou Lu, Wenjin Wang

The monitoring of vital signs such as heart rate (HR) and respiratory rate (RR) during sleep is important for the assessment of sleep quality and detection of sleep disorders.

Sleep Quality

GPT-4V Takes the Wheel: Promises and Challenges for Pedestrian Behavior Prediction

no code implementations24 Nov 2023 Jia Huang, Peng Jiang, Alvika Gautam, Srikanth Saripalli

To our knowledge, this research is the first to conduct both quantitative and qualitative evaluations of VLMs in the context of pedestrian behavior prediction for autonomous driving.

Autonomous Driving Common Sense Reasoning +3

Learning Pedestrian Actions to Ensure Safe Autonomous Driving

no code implementations22 May 2023 Jia Huang, Alvika Gautam, Srikanth Saripalli

Evaluation results illustrate that the proposed method reaches an accuracy of 81% on action prediction task on JAAD testing data and outperforms the LSTM-ed by 7. 4%, while LSTM counterpart performs much better on trajectory prediction task for a prediction sequence length of 25 frames.

Autonomous Driving Trajectory Prediction

Norton algebras of the Hamming Graphs via linear characters

no code implementations14 Jan 2021 Jia Huang

The Norton product is defined on each eigenspace of a distance regular graph by the orthogonal projection of the entry-wise product.

Combinatorics 05E30, 17A36, 20B25

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