Peiliang LI
Scholar

Peiliang LI

Google Scholar ID: _RuxN2gAAAAJ
DJI Automotive
3D object perceptionautonomous driving
Citations & Impact
All-time
Citations
5,890
 
H-index
11
 
i10-index
11
 
Publications
18
 
Co-authors
3
list available
Contact
No contact links provided.
Publications
18 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Publications include: 'Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving' (ECCV 2018), 'VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimator' (TRO 2018, Best Paper Honorable Mention), 'Relocalization, Global Optimization, and Map Merging for Monocular Visual-Inertial SLAM' (ICRA 2018), etc.
Research Experience
  • Interned at DJI during the summer of 2018, working with Xiaozhi Chen and Cong Zhao; Interned at Apple AI research team during the summer of 2019, working with Oncel Tuzel.
Education
  • Ph.D. student at the Robotics Institute of Hong Kong University of Science and Technology, supervised by Prof. Shaojie Shen; B.Eng. in Electrical Science and Technology from USTC.
Background
  • Research Interests: 3D Computer Vision, visual inertial fusion, and Machine Learning, particularly their combination to solve 3D objects detection, tracking, and ego-motion estimation for autonomous driving.
Miscellany
  • Contact: peiliang.uav at gmail dot com; [Scholar] [CV] [github]