Jianxiang He

Jianxiang He  ·  Academic Portfolio

Awards

Competitions

2021

Provincial First Prize · National College Students' Mathematical Modeling Competition

Scholarships

2022–23

New Scenery Special Scholarship  ·  Shandong University

One of the university's highest honors and scholarships

Honors

2021–22

Excellent Individual of Innovation and Entrepreneurship  ·  Shandong University

Annual award rate < 5%

Research Experience

Oxford Online Tutorial Project

Mentored Research  ·  Computer Vision Group

Sep – Dec 2021

Computer Vision

Supervisor: Prof. David Clifton

  • Developed real-time gaze tracking system using OpenCV and MediaPipe, achieving 85% accuracy on MIT Eye Dataset
  • Built multi-modal data synchronization pipeline for aligning eye tracking videos with EEG signals
  • Implemented image preprocessing workflow including ROI detection and perspective correction
  • Visualized attention heatmaps via Gaussian kernel density estimation
Real-time Processing Human-Computer Interaction

Oxford STEM Summer School

Interdisciplinary Program  ·  Oxford Robotics Institute

Dec 2021 – Dec 2022

Materials Science
  • Collaborated with materials science researchers on microstructure image analysis using Scikit-image
  • Designed CNN-based classifier for defect detection in SEM images (F1-score 78.5%)
  • Participated in cross-domain workshops on sensor fusion techniques
  • Presented technical report on homography transformation in drone navigation
Cross-domain Collaboration Image Analysis