Projects

Endoscopic Sinus Surgery Skill Assessment 

Optical Flow to Improve Surgical Image Segmentation 

Responsibilities

  • Implemented pinhole and fisheye camera calibration using OpenCV
  • Performed surgical skill assessment on tracking results utilizing frequency analysis and probability density function
  • Explored various neural networks (ResNet, DeepLabv3+, TernausNet, etc.) for image segmentation and classification
  • Applied Python libraries include Tensorflow, Keras, PyTorch, Pandas, and more
  • Documented research projects details and progresses in reports using LaTeX