Projects
Endoscopic Sinus Surgery Skill AssessmentÂ
Optical Flow to Improve Surgical Image SegmentationÂ
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