[PhD] (CIFRE): Segmentation and temporal tracking of pancreatic tumors in endoscopic ultrasound using deep learning

The Laboratoire d’Informatique et des Systèmes (LIS UMR 7020, Aix-Marseille University), the SNEF group and Hôpital Saint Joseph in Marseille are recruiting a PhD student for a 36-month CIFRE thesis. Pancreatic adenocarcinoma is one of the deadliest cancers, and endoscopic ultrasound (EUS) is the reference examination for detecting it. Interpreting…

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[PhD] Computer Vision Algorithms for Robotic Weeding

Description Autonomous robotic weeding systems represent a promising alternative, as they can identify and eliminate weeds mechanically while preserving crops and minimizing soil disturbance. However, achieving reliable operation under real-world agricultural conditions remains challenging due to variations in illumination, different plant growth stages, uneven terrain, occlusions, dust, and the strong…

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[PhD] in Self-Supervised Learning and Vision Foundation Models for Fish Species Recognition from Underwater Video Images

Starting date: September 2026 Application deadline: Open until the position is filled Duration: 36 months Net salary: Approximately €1810 per month. Workplace: Lab-STICC UMR 6285 CNRS, Brittany INP – ENIB, Brest, France Funding: Fully funded by Brittany INP through a French ministerial doctoral contract Context of the PhD position:Lab-STICC is…

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[PhD] CIFRE EURECOM x IMRA, Sophia Antipolis – Event-based Vision for Navigation in Autonomous Systems

Description Robots, cars as well, are expected to become increasingly autonomous and efficient in terms of navigation, thanks to a range of sensors and the associated data processing based on artificial intelligence. Among existing sensors, event-based cameras offer numerous advantages, however, they have not yet been studied extensively enough to…

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[PHD] Signal Processing for Multiplexed Long Axial Field-of-View Positron Emission Tomography

Il s’agit d’une thèse CIFRE avec Siemens France, en collaboration entre les services de médecine nucléaire de Brest et Nantes. Le sujet concerne du développement de méthodes de traitement de signal pour améliorer et rendre compatible les méthodes actuelles d’imagerie double-traceur dynamique dans le cadre d’acquisitions sur PET grand-champ. Toutes…

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[PhD] « Efficient Interaction through Information Maximization » – ISIR / Sorbonne Université

Thesis topic: Efficient Interaction through Information Maximization Context: Designing user interfaces is an iterative process. A designer creates an initial version based on their intuition and experience, then tests it with users and refines it based on feedback. This cycle is repeated until the interface is considered satisfactory. While effective, this…

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[PhD] AI-accelerated SAXS tensor tomography by directional dark-field imaging

Funding: The project is funded for three years by the MIAI Cluster (Multidisciplinary Institute in Artificial Intelligence) Location: Grenoble Keywords: X-ray Dark-field Imaging, Small Angle X-ray Scattering, Computational X-rays, ImageReconstruction, Deep Learning Overview: This doctoral project aims to dramatically reduce the acquisition time and computational requirements of small-angle X-ray scattering…

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[PhD] Single-pixel XRF-computed tomography using deep learning

Funding: The project is funded for three years by the MIAI Cluster (Multidisciplinary Institute in Artificial Intelligence) Location: Grenoble ou Lyon Keywords: Ghost Tomography, Computational X-rays, Image Reconstruction, Deep Learning. Overview: This doctoral project aims to develop a groundbreaking 3D imaging technique for non-destructive elemental analysis by merging the principles…

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