2018-00988 - PostDoc / Computer Vision for autonomous driving
Le descriptif de l’offre ci-dessous est en Anglais

Type de contrat : CDD de la fonction publique

Contrat renouvelable : Oui

Niveau de diplôme exigé : Thèse ou équivalent

Fonction : Post-Doctorant

Niveau d'expérience souhaité : Jeune diplômé

Contexte et atouts du poste

The job is located in center of Paris (France), at the Inria national research institute RITS team (Robotics and Intelligent Transportation System). The team has approx. 20 people working on Computer Vision/Planning/Control for intelligent transportation and autonomous vehicles (to test/validate our researches). The environment is nice and lively, with people from worldwide origins. Social skills will be appreciated, as collaborations with other researchers/PhDs is expected.

Mission confiée

Computer vision for scene understanding and autonomous driving.

Principales activités

RITS team in Inria Paris is a research team working on autonomous driving. The group Computer Vision in the team is looking for a post-doc with excellent research knowledge and strong record in computer vision or machine learning.

The candidate must have an excellent research skills in computer vision and machine learning and very good records in one this field: computer vision, mobile robotics, or machine learning. The subject of the post-doc will be refined with the candidate but will be on scene understanding with computer vision with possible focus on bad weather vision, object recognition, strong occlusion, non-diffuse materials, etc. Several research lines are envisaged such as deep learning enforcing physic models for illumination, etc.

The candidate must have knowledge in one the following applications: object recognition, scene segmentation, 3D reconstruction, and knowledge of the following fields: computer vision, machine learning. She/He will have to publish to top tier conference(s) during the post-doctoral.

Compétences

– Excellent knowledge of computer vision or deep learning for computer vision
– Good knowledge of either: object recognition, scene segmentation, 3D reconstruction, etc
– PhD in either Computer Vision or Machine Learning
– Good programming skills (Python and C++)
– Experience with real world mobile robotics is a plus

 

Note it is mandatory to have publication(s) in one of the following conferences (CVPR, ICCV, ACCV, ICML, NIPS, ECCV, 3DV, BMVC, ACPR or ICRA, IROS, ICAR, IV, RSS) or journals (IJCV, PAMI, ISPRS, Image Processing, Pattern Recognition, IJRR, ITS)

Avantages sociaux

  • Subsidised catering service
  • Partially-reimbursed public transport
  • Flexible working hours
  • Sports facilities