视频画面拼接算法实习生

Caterpillar of Australia

Wuxi, China
Video stitching / panorama algorithms
Geometric modeling, registration, alignment
Feature detection and matching
Your Work Shapes the World at Caterpillar Inc

Job Summary

  • Your Work Shapes the World at Caterpillar Inc.
  • We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities.
  • Together, we are building a better world, so we can all enjoy living in it.

Matching Summary

Your Work Shapes the World at Caterpillar Inc.

Skills & Requirements

Must-have

  • Video Stitching / Panorama algorithms
  • Geometric modeling, registration, alignment
  • Feature detection and matching
  • Camera pose estimation
  • Homography / Multi-homography transformation
  • C++ / Python programming
  • OpenCV usage

Nice-to-have

  • Research and development experience
  • Problem solving and analysis
  • Algorithm evaluation and comparison
  • Technical documentation writing
  • Strong mathematical understanding
  • Ability to abstract problems

Key Requirements

  • Computer Science, Automation, Electronics, Math, AI major
  • Solid Computer Vision / Multi-view Geometry / Image Processing foundation
  • Familiarity with geometric modeling and coordinate transformations
  • Experience with SIFT / ORB / AKAZE algorithms
  • Knowledge of camera models and Bundle Adjustment
  • Project experience in image/video stitching, 3D reconstruction, SLAM
  • Research experience or demonstrable GitHub code

Work Rights

Not specified

Tailored Resume

Cover Letter