Medical imaging research - Continued
- 3D organ reconstruction.
Medical imaging research
- Automatic segmentation of the diaphragm.
- Deep learning and usage of Transfer Learning.
LEGO ball retrieval robots
- Made in C++ with EV3Dev library.
- Usage of OpenCV for image process.
- Merge 4 cameras to obtain a top view.
Medical Imaging and Motion Tracking
- Handling various modalities for medical image acquisition (MRI, X-rays, Ultrasound).
- Lung segmentation, converting surface to tetrahedral mesh + creating the transformation matrix T00 <-> T50 with 3D Slicer.
- Using a filtered back-projection algorithm on 2D scans to perform 3D reconstruction.
Drawing predictions website
- Discovering of deep learning for image classification.
- Using Tensorflow for building architecture and training.
- Display of TOP 3 prediction percentage.
3D rendering
- Made with C++.
- Usage of ray tracing.
- Implementation of the Monte Carlo estimator.