My Portfolio
Distance distributions for local cluster cardinality estimation
PhD work
Theoretical and practical work on distance distributions
- Developement of a local cluster cardinality estimator based on distance distributions
- Adaptive mean shift with local cardinality estimator
- Theoretical proof that the distance between the closest and furthest neighbors tends towards a constant for iid distributions
Keypoint Masking for Analyzing Segmented Medical Image Data
Master's Thesis
Analysis of keypoint extraction on masked images resulting in an extraction procedure limiting masking related noise.
- Supported by a theorical model valid for images of any dimensions
- Python code
- 3D Medical Images
Climbing Grade Analysis
Vulgarized article
Analysis of difficulty range within Fontainebleau climbing grades: some grades contain twice the difficulty range leading to an uneven grade progression for climbers.
- Database manipulation with Pandas
- Original data analysis leading to new insight
About Me
I completed a Master's degree with a thesis in computer vision. My passion is research involving computer vision. I love gaining a good understanding of a research problem through data analysis and mathematics.
My resume (english)→ Mon CV (français)→
