Xiaoxiao Du

Xiaoxiao Du

University of Michigan

H-index: 11

North America-United States

About Xiaoxiao Du

Xiaoxiao Du, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Machine Learning, Perception, Pattern Recognition, Signal and Image Processing, Computational Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficient Multi-Resolution Fusion for Remote Sensing Data with Label Uncertainty

BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection

Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection

Coupling Intent and Action for Pedestrian Crossing Behavior Prediction

BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation

Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception

Addressing the inevitable imprecision: Multiple instance learning for hyperspectral image analysis

Xiaoxiao Du Information

University

Position

___

Citations(all)

529

Citations(since 2020)

450

Cited By

186

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Xiaoxiao Du Skills & Research Interests

Machine Learning

Perception

Pattern Recognition

Signal and Image Processing

Computational Intelligence

Top articles of Xiaoxiao Du

Efficient Multi-Resolution Fusion for Remote Sensing Data with Label Uncertainty

2023/7/16

BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection

arXiv preprint arXiv:2207.02281

2022/7/5

Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection

arXiv e-prints

2022/7

Coupling Intent and Action for Pedestrian Crossing Behavior Prediction

arXiv preprint arXiv:2105.04133

2021/5/10

BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation

IEEE Robotics and Automation Letters

2021/2/2

Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception

IEEE Robotics & Automation Magazine

2020/3/19

Addressing the inevitable imprecision: Multiple instance learning for hyperspectral image analysis

Hyperspectral Image Analysis: Advances in Machine Learning and Signal Processing

2020

See List of Professors in Xiaoxiao Du University(University of Michigan)