Status : PhD Student
Title of thesis : AI for 3D Imaging: Acquisition, Compression, and Visualization
Research Topic / Interests : Firstly, developing AI-based algorithms that are able to precisely perform 3D reconstruction of the scene from the acquired images by endoscopy and display all the processed information on light field 3D display. Compression of the acquired and processed data using AI tools is my second milestone. Accelerating and optimizing the full end-to-end 3D imaging system is expected by the end of the project.
ARIAC Work Package : WP3 - integration of models and AI: theory-guided/physic-guided AI, digital twins, simulated data & reinforcement learning, simulation-based inference, ML for optimization, optimization for ML