Eventspike - Asynchronous Computer Vision From Event Cameras

il y a 1 jour

Lille, France Université de Lille Temps plein

**EventSpike - Asynchronous computer vision from event cameras**:

- Réf **ABG-128045**
- Sujet de Thèse
- 21/01/2025
- Contrat doctoral
- Université de Lille
- Lieu de travail- Lille - Les Hauts de France - France
- Intitulé du sujet- EventSpike - Asynchronous computer vision from event cameras
- Champs scientifiques- Informatique
- Mots clés- SNN, vision par ordinateur, computer vision, réseaux impulsionnels, caméra evenementielle

**Description du sujet**:
The objective of this thesis is to develop new models of spiking neural networks (SNN) capable of directly processing visual information in the form of spike trains. The proposed models must be validated experimentally on dynamic vision databases, following standard protocols and best practices.

The position is located in Lille, France. With over 110 000 students, the metropolitan area of Lille is one France's top education student cities. The European Doctoral College Lille Nord-Pas de Calais is headquartered in Lille Metropole and includes 3,000 PhD Doctorate students supported by university research laboratories. Lille has a convenient location in the European high-speed rail network. It lies on the Eurostar line to London (1:20 hour journey). The French TGV network also puts it only 1 hour from Paris, 35 mn from Brussels, and a short trips to other major centres in France such as Paris, Marseille and Lyon.

**Prise de fonction**:

- 01/10/2025

**Nature du financement**:

- Contrat doctoral

**Précisions sur le financement**:
**Présentation établissement et labo d'accueil**:

- Université de Lille

Our work is published in major journals (Pattern Recognition, IEEE Trans. on Affective Computing) and conferences (NeurIPS, WACV, IJCNN) in the field.

The PR (Robotic Perception) team has skills in mobile robotics (perception), 3D reconstruction and unconventional vision. The PR team is piloting the e-Cathedral program (2015-2025) and is currently involved in four other projects which focus on event vision: the EVENTO project (2021-2024) co-financed by AID, the ANR CERBERE project ( 2022-2025) carried out by the LITIS laboratory of the University of Rouen, the ANR DEVIN project (2024-2028) carried by the I3S laboratory of the University of Côte d'Azur and the ANR-FWF project (France-Austria) (2024-2028) carried by the UPJV and by TU Graz. The PR team wishes to further strengthen this area of research and improve its expertise in AI through collaboration with the CRIStAL laboratory.

**Site web**:
**Intitulé du doctorat**:

- Doctorat en Informatique

**Pays d'obtention du doctorat**:

- France

**Etablissement délivrant le doctorat**:

- Université de Lille

**Ecole doctorale**:

- Sciences pour l'ingénieur (SPI)
- image processing, computer vision;
- machine learning;
- bio-inspired computing;
- research methodology (literature review, experimentation ).
- good proficiency in English, both spoken and written;
- scientific writing;
- programming (experience in C++ is a plus, but not mandatory).- 11/04/2025

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