17/09/2020
The Human Resources Strategy for Researchers

Research Support Staff for deep learning-based computer vision

This job offer has expired


  • ORGANISATION/COMPANY
    Universitat Pompeu Fabra - ETIC
  • RESEARCH FIELD
    Other
  • RESEARCHER PROFILE
    First Stage Researcher (R1)
  • APPLICATION DEADLINE
    15/10/2020 23:00 - Europe/Athens
  • LOCATION
    Spain › Barcelona
  • TYPE OF CONTRACT
    Temporary
  • JOB STATUS
    Full-time
  • HOURS PER WEEK
    37.5
  • OFFER STARTING DATE
    26/10/2020
  • REFERENCE NUMBER
    PGC2018-098625-B-I00

OFFER DESCRIPTION

Research, develop, test and validate methods for the joint inpainting of motion and dynamic shapes in video.

The group is seeking a research assistant who will collaborate in a national project (MICINN/FEDER U project, reference PGC2018-098625-B-I00) where we work towards the automatic understanding of a 3D dynamic scene from a video sequence of it. The goal is to segment the dynamic scene into different objects, their individual sounds and their trajectories, infer the depth ordering of the scene along time -thus the occlusions and disocclusions-, complete the occluded objects, and generate new dynamic content.

The first task is the review, implementation or adaptation if needed, and evaluation of state-of-the-art deep learning methods that tackle the problem of joint inpainting of motion and dynamic shapes. A second and related task is the further research and development of a method developed within the group for the automatic inpainting of an incomplete optical flow by means of a deep learning strategy.

Prospective applicants should have a strong academic record with solid background in deep learning frameworks, experience in computer vision, a solid Mathematical background, software development, and must be proficient in English.

Good programming skills are expected.

Interested candidates please contact coloma.ballester@upf.edu and gloria.haro@upf.edu.

More Information

Offer Requirements

  • REQUIRED LANGUAGES
    ENGLISH: Excellent

Skills/Qualifications

Prospective applicants should have a strong academic record with solid background in deep learning frameworks, experience in computer vision, a solid Mathematical background and software development.

Specific Requirements

Good programming skills are expected.

Work location(s)
1 position(s) available at
Universitat Pompeu Fabra - ETIC
Spain
Barcelona
08018
Roc Boronat 138

EURAXESS offer ID: 559593

Disclaimer:

The responsibility for the jobs published on this website, including the job description, lies entirely with the publishing institutions. The application is handled uniquely by the employer, who is also fully responsible for the recruitment and selection processes.

 

Please contact support@euraxess.org if you wish to download all jobs in XML.