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Project reference

2026_P24_Bergeles_Granados

Start date

01/10/2026

First Academic supervisor

Prof Christos Bergeles

Second Academic supervisor

Dr Alejandro Granados

4

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Differentiable Perception-Control Learning for Intelligent Robotic Micromanipulation in ICSI

This project will focus on deep learning–driven multimodal microscopic image segmentation and feature recognition, aiming to achieve the first multimodal (image + descriptive label) recognition in ICSI images and enhance robustness across different microscopic systems. In addition, it will research a differentiable perception–control coupling module that connects the visual segmentation network (perception) and a controlled based on reinforcement learning (action).