Multi-view Re-identification of Objects and
Il y a 2 mois
Description du poste
**Domaine**:
- Autre
**Contrat**:
- Stage
**Intitulé de l'offre**:
- Multi-view re-identification of objects and individuals based on 3D representation H/F
**Sujet de stage**:
- Multi-view re-identification of objects and individuals based on 3D representation
**Durée du contrat (en mois)**:
- [6 mois]
**Description de l'offre**:
- Otherwise, recent advances in 3D object reconstruction offer impressive results. These new representations of individuals are valuable for re-identification based on 3D understanding.- With this internship, we would like to explore the extension of this research on 3D representations for re-identification, to the use of multiple views of the same object or individual.- Different approaches can be explored during the intership:
- Exploiting multiple images as query or gallery for re-identification during training or inference.
- Explore the concept of multiple view fusion in a unique re-identification representation enriched by each point of view.
- Explore the fusion of 2D images as an implicit multi-view re-id representation vs a more explicit 3D representation leveraging SOTA 3D reconstruction approaches from one or many images**Qualifications**
- Students in their 5th year of studies (M2)
- Computer vision skills
- Machine learning skills (deep learning, LLM, VLM, generative AI...)
- Python proficiency in a deep learning framework (especially PyTorch or TensorFlow)
**Job-related benefits**
Join CEA List and LVA as an intern to:
- Work in one of the most innovative research organizations in the world, addressing societal challenges to build the world of tomorrow
- Discover a rich ecosystem: privileged connections between the industrial and academic sectors
- Conduct research autonomously and creatively: encouragement to valorize results (scientific articles, patents, open-source codes...)
- Join a young and dynamic team
- Benefit from an internal computing infrastructure with more than 300 state-of-the-art GPUs
- Receive a stipend between €1300 and €1400 per month
- Have the opportunity to continue with a PhD or as a research engineer after the internship
- Have the possibility of remote work, receive a 75% reimbursement on public transportation costs, and benefit from the “mobili-jeune” aid to reduce rent costs...
- In line with CEA's commitment to integrating people with disabilities, this job is open to all._
Localisation du poste
**Site**:
- Saclay
**Localisation du poste**:
- France, Ile-de-France, Essonne (91)
**Ville**:
- Palaiseau
**Langues**:
- Anglais (Intermédiaire)
**Diplôme préparé**:
- Bac+5 - Master of Science
**Possibilité de poursuite en thèse**:
- Oui
Informations générales
**Entité de rattachement**:
Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.
Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.
Implanté au cœur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.
Les 20 000 collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales:
- La conscience des responsabilités
- La coopération
- La curiosité
**Référence **:2024-33193**Description de l'unité**:
- Based in Saclay (Essonne), the LIST is one of the two institutes of CEA Tech, the Technological Research Division of the CEA. Dedicated to intelligent digital systems, its mission is to carry out technological developments of excellence on behalf of industrial partners, in order to create value.
Within the LIST, the Laboratory of Vision and Learning for Scene Analysis (LVA) conducts its research in the field of computer vision and artificial intelligence for the perception of intelligent and autonomous systems. The laboratory's research themes include visual recognition, behavior and activity analysis, large-scale automatic annotation, and perception and decision models.utilisées dans l'industrie française et européenne de demain.
-
Grid Coloring for Object Sensing and Localization Specialist
il y a 4 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob Title: Grid Coloring for Object Sensing and LocalizationAt INRIA, we are seeking a highly skilled and motivated individual to join our team as a Grid Coloring for Object Sensing and Localization specialist. This exciting opportunity is part of a partnership with Nokia Bell Labs and offers a unique chance to work on cutting-edge research and development...
-
Object Detection By Parametrization Using
Il y a 2 mois
Palaiseau, France CEA Temps pleinPosition description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - Object detection by parametrization using elementary 3D shapes H/F **Subject**: - Developing an object detector in images that can be parametrized with a 3D prompt made of an orchestration of elementary shapes. This detector...
-
Grid Coloring for Object Sensing and Localization
Il y a 2 mois
Palaiseau, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Niveau de diplôme exigé **:Bac + 4 ou équivalent **Fonction **:Stagiaire de la recherche **A propos du centre ou de la direction fonctionnelle**: The Inria Saclay-Île-de-France Research Centre was established in 2008. It has developed as part of the Saclay site in partnership with **Paris-Saclay...
-
Grid Coloring for Object Sensing and Localization Expert
il y a 4 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and Key SkillsWe are seeking a highly skilled professional to join our team at INRIA, a world-renowned research institute for digital science and technology. As part of our partnership with Nokia Bell Labs, we are looking for an expert in grid coloring and object sensing to design and code an algorithm that labels a grid so that a...
-
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionWe are seeking a highly skilled Research Scientist to join our team at INRIA in the role of Grid Coloring for Object Sensing and Localization. This exciting project involves designing and coding an algorithm that labels a grid so that a robot can uniquely determine its location due to the combination of sensed labels.Working closely with our...
-
Motion Guided Object Discovery
Il y a 2 mois
Palaiseau, France CEA Temps pleinDescription du poste **Domaine**: - Mathématiques, information scientifique, logiciel **Contrat**: - Stage **Intitulé de l'offre**: - Motion Guided Object Discovery H/F **Sujet de stage**: **Durée du contrat (en mois)**: - 6 **Description de l'offre**: - In this internship, we propose to improve actual object discovery methods leveraging...
-
Grid Coloring for Object Sensing and Localization
Il y a 5 mois
Palaiseau, France INRIA Temps pleinContexte et atouts du poste Within the framework of a partnership with Nokia Bell Labs. Starting time: Position available immediately (duration 6 months). Mission confiée Internship Supervisors: Cedric Adjih, Research Scientist Department/Lab: INRIA, TRiBE team, Saclay, France Contact: Chung Shue (Calvin) Chen, Research...
-
Palaiseau, Île-de-France Inria Temps pleinAbout the Centre or DepartmentInria Saclay-Île-de-France Research Centre was established in 2008 and has developed as part of the Saclay site in partnership with Paris-Saclay University and the Institut Polytechnique de Paris.The centre has 40 project teams, 32 of which operate jointly with Paris-Saclay University and the Institut Polytechnique de Paris....
-
Palaiseau, France Inria Temps pleinA propos du centre ou de la direction fonctionnelleThe Inria Saclay-Île-de-France Research Centre was established in 2008. It has developed as part of the Saclay site in partnership with Paris-Saclay University and with the Institut Polytechnique de Paris . The centre has 40 project teams , 32 of which operate jointly with Paris-Saclay University and the...
-
Grid Coloring for Object Sensing and Localization Expert
il y a 1 mois
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and Key SkillsWe are seeking a highly skilled professional to join our team at INRIA, a world-renowned research institute for digital science and technology. As part of our partnership with Nokia Bell Labs, we are looking for an expert in grid coloring and multiset labeling to design and develop an algorithm for robot localization and...
-
Grid Coloring for Object Sensing and Localization Expert
il y a 4 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and Key SkillsWe are seeking a highly skilled professional to join our team at INRIA, a world-renowned research institute for digital science and technology. As part of our partnership with Nokia Bell Labs, we are looking for an expert in grid coloring and multiset labeling to design and develop an algorithm for robot localization and...
-
Grid Coloring Algorithm for Object Localization and Sensing
il y a 3 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and Key SkillsWe are seeking a highly skilled researcher to join our team at INRIA, working in collaboration with Nokia Bell Labs. The successful candidate will have expertise in combinatorics, number theory, and graph representation, with a strong background in algorithm design and programming.Project OverviewThe project involves...
-
Grid Coloring Algorithm for Object Localization and Sensing
il y a 3 semaines
Palaiseau, Île-de-France INRIA Temps pleinProject OverviewAs a research intern at INRIA, you will work on designing and implementing an algorithm for labeling a grid to enable a robot to determine its location based on the sensed labels. The goal is to minimize the number of bits required to represent the labels.Key ResponsibilitiesDesign and implement a graph coloring algorithm to label the...
-
Grid Coloring Algorithm for Object Localization and Sensing
il y a 3 semaines
Palaiseau, Île-de-France INRIA Temps pleinJob DescriptionContext and Key SkillsWe are seeking a highly skilled researcher to join our team at INRIA, working in collaboration with Nokia Bell Labs. The successful candidate will be responsible for designing and implementing an algorithm for labeling a grid so that a robot can uniquely determine its location based on the combination of sensed labels.Key...
-
Phd Position F/m Design and Implementation of a
il y a 1 mois
Palaiseau, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria Saclay-Île-de-France Research Centre was established in 2008. It has developed as part of the Saclay site in partnership with...
-
Palaiseau, Île-de-France INRIA Temps pleinInria, the French national institute for research in computer science, control, and applied mathematics, is seeking a highly skilled scientist to join our team. The successful candidate will be responsible for developing and applying sensitivity estimation methods for continuous-time Markov chain models of biochemical reactions inside cells that are coupled...
-
Grid Coloring Algorithm Developer for Object Sensing and Localization
il y a 3 semaines
Palaiseau, Île-de-France INRIA Temps pleinProject Overview We are seeking a skilled developer to design and implement an algorithm for labeling a grid to enable a robot to determine its location based on the sensed labels. The ideal candidate will have expertise in combinatorics, graph theory, and machine learning. Key Responsibilities * Design and implement a graph coloring algorithm to label the...
-
Deep Learning methods to improve 3D Gaussian Splatting training
il y a 4 semaines
Palaiseau, France Cea Temps pleinIl existe toujours des problèmes de reconstruction dans certaines parties des images, notamment dues aux réflexions (surfaces brillantes, miroirs) et aux zones uniformes (murs lisses, sols unis) . Ces environnements difficiles peuvent entraîner des artefacts ou des zones floues, dégradant la qualité visuelle du rendu final. Des techniques comme la...
-
Head of the Corporate and Institutional Communication Office
il y a 2 semaines
Palaiseau, France European Space Agency - ESA Temps pleinJob Requisition ID: 18962Date Posted: 24 October 2024Closing Date: 14 November 2024 23:59 CET/CESTPublication: Internal & ExternalType of Contract: PermanentDirectorate: Director General's ServicesWorkplace:Paris, FRGrade Band: A2 - A4LocationESA Headquarters, Paris, FranceDescriptionHead of the Corporate and Institutional Communication Office, Communication...
-
Palaiseau, Île-de-France CEA Temps pleinJob Title: Post-doc Application of Formal Methods for Interference ManagementWe are seeking a highly skilled Post-doc researcher to join our multidisciplinary technological research team at CEA LIST. The successful candidate will be involved in a national research project aiming to develop an environment to identify, analyze, and reduce interferences...
