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Senior Researcher
hace 3 semanas
Since the last decade, the video research community is strongly focusing on three-dimensional and immersive technologies. Concepts such as VR, AR and, more in general, XR are becoming strongly present in our daily life and the tech industry is following such a trend. We are indeed witnessing the spreading of words such as volumetric video, 3D reconstruction and holoportation, technologies that are facing a considerable boost in their developments thanks to the integration of neural network based video compression, AI based enhancement algorithms and neural rendering, among others. Instances of this integration are autoencoders for point cloud compression, AI driven supersampling and occlusions removals, AI based camera calibration, Neural Radiance Fields (NeRF) for the AI based generation of free viewpoint video.
i2CAT (Barcelona, Spain) is opening a Senior Researcher position to advance in the research field of AI driven 3D Video technologies. The research will be focusing on the design and development of AI based technologies for 3D and volumetric video. Particular importance will be given to i) neural based volumetric video compression (autoencoders, CNN, DNN for 3D video compression); ii) AI 3D improvement techniques (i.e. DLSS, de/relighting; iii) AI driven 3D Reconstruction (occlusions removal, camera calibration, NeRF).
- Image and Video Acquisition and Processing
- 2D and Volumetric Video Compression (particularly relevant if point clouds)
- 3D video reconstruction and camera calibration
And at least one, or more, of the following fields
- AI and Neural based based 2D and 3D video compression techniques
- AI based 3D video enhancement techniques (i.e. supersampling, re-lighting)
- AI based 3D Reconstruction techniques (i.e. occlusions removal, camera calibration)
- Neural Randiance Fields (NeRF)
Other relevant requirements include:
- Programming skills (Unity, C#, C++, Python)
- Hardware and electronics skills (RGBD and/or lightfield cameras knowledge)
- English professional proficiency
- Writing and presenting skills
- Communication skills
- Team work, and supervision of team members
**Who we are**:
The greatest value of i2CAT is the talent of the people who make up our human team. We enjoy a team of people from more than 13 different nationalities and work every day to create and foster a work environment where we all feel comfortable creating, innovating and growing.
**What do we offer?**
- Work from our offices or from home, whichever works best for you. We ask for two days in person at the office to coordinate with the rest of the team.
- This is a full time vacancy
- You will have a flexible work schedule so that you can reconcile your personal life with the professional one.
- Intensive hours every Friday of the year and every day in July and August
- Fix + variable salary
- Possibility of receiving part of your remuneration in kind (restaurant, transport, nursery or medical insurance)
- 25 working days of annual leave (the common 22 + 3 additional ones)
- You can access the UPC gym at a reduced price
- We have fruit in the office to promote a healthy lifestyle
- If you are interested, you can participate in events of your sector.
- You will work with a laptop. You can choose your work environment, Mac, Linux or Windows.
- You can ask us for training of your interest.
- We will work so that you have a career plan to promote your growth and development.
**Where will you do it?**
At i2CAT we already have an established telework policy for some time. You can work from home or from the office, whichever suits you best. We ask that you attend the office two days per week, one to stay connected with the team and the other one to establish relations.
If you decide to come to the office, we are located in Zona Universitària, next to the Campus Nord of the UPC, within a multidisciplinary and multicultural environment. It is a very well connected area (metro, tram, bus) with bars and restaurants around.
Our offices are designed with an open-office concept where everything is light and transparency (we do not have opaque rooms). We have a variety of workspaces so that you don't have to be at the same table all day.
i2CAT is an organization committed to equal opportunities. That is why we seek to increase the number of women in those areas where they are underrepresented, and therefore explicitly encourage the female collective to apply.
i2CAT is an organization committed to diversity and we seek to increase the number of people with disabilities in our team.
If what you have read sounds good to you... let’s have a coffee and we will tell you more
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**Minimum requirements**:
- Image and Video Acquisition and Processing
- 2D and Volumetric Video Compression (particularly relevant if point clouds)
- 3D video reconstruction and camera calibration
And at lea
