Xiaoxiao Du

University of Michigan–Ann Arbor

Papers

5

Total Citations

242

H-Index

4

About

No biography available yet.

Research Focus

Computer science5 · 242 citations
Artificial intelligence5 · 242 citations
Trajectory3 · 209 citations
Machine learning3 · 202 citations
Robot3 · 202 citations
Parametric statistics2 · 198 citations
Autoencoder2 · 198 citations
Statistics2 · 198 citations
Artificial neural network2 · 198 citations
Mathematics2 · 198 citations
Modal2 · 198 citations
Pedestrian4 · 58 citations

Key Achievements

4
H-Index
5
Papers
242
Total Citations
48
Avg Citations/Paper
🏆 Most Cited Paper
BiTraP: Bi-Directional Pedestrian Trajectory Prediction With Multi-Modal Goal Estimation
184 citations · 2021
📈 Most Prolific Year: 2021 (2 Papers)
🤝 Key Collaborators: 7
🏛 Institutions: University of Michigan–Ann Arbor

Top Papers

  1. 1
    BiTraP: Bi-Directional Pedestrian Trajectory Prediction With Multi-Modal Goal Estimation
    184 citations · 2021
  2. 2
    Pedestrian Planar LiDAR Pose (PPLP) Network for Oriented Pedestrian Detection Based on Planar LiDAR and Monocular Images
    29 citations · 2019
  3. 3
    BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation
    14 citations · 2020
  4. 4
    Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection
    11 citations · 2021
  5. 5
    Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception
    4 citations · 2020

Key Collaborators

RVRam Vasudevan5 shared papersMJMatthew Johnson‐Roberson4 shared papersEAElla Atkins2 shared papersYYYu Yao2 shared papersAMAsiegbu Miracle Kanu-Asiegbu1 shared papersFBFan Bu1 shared papersTLTrinh Le1 shared papers
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