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Internship - R&d - Face Deblurring Refinement

Il y a 3 mois

Paris, France PROPHESEE Temps plein

**Internship opportunities at Prophesee**:
**PROPHESEE**:
This is a great opportunity to join a dynamic company and an exciting team and to lead a paradigm shift in computer vision across many industries.

**EVENT-BASED TECHNOLOGY**:
**INTERNSHIP POSITION DESCRIPTION**:
**The main required skills common to MOST internship positions are the following (but not exclusively)**:

- Excellent programming skills in C++ and/or in Python
- Engineering background in Computer Science, Mathematics or related field
- Prior experience in projects involving at least one of the following domains:

- Algorithmic design, e.g. 3d vision, machine learning, numerical optimization, etc
- Software development, e.g. implementation, architecture, optimization, testing, porting on embedded platforms, etc
- Development operations, e.g. source code versioning, continuous integration & deployment, cloud computing, system administration, etc

**R&D**:
**Face Deblurring Refinement**:

- Review of the state-of-the-art of deblurring and super resolution for frame-based and event-based cameras
- Implement an architecture to refine face deblurring
- [1] Lai, W. S., Shih, Y., Chu, L. C., Wu, X., Tsai, S. F., Krainin, M.,... & Liang, C. K. (2022). Face deblurring using dual camera fusion on mobile phones. ACM Transactions on Graphics (TOG), 41(4), 1-16._
- [2] Pan, L., Scheerlinck, C., Yu, X., Hartley, R., Liu, M., & Dai, Y. (2019). Bringing a blurry frame alive at high frame-rate with an event camera. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 6820-6829)._
- [3] Lin, M., Zhang, C., He, C., & Yu, L. (2023). Learning Parallax for Stereo Event-based Motion Deblurring. arXiv preprint arXiv:2309.09513._

**BENEFITS**:
Salary package : 80% SMIC (9,32 €/h)
Meal vouchers : 9€ / working day (Swile card)
Working hours : 35h / week
Office location : Paris Bastille (74 rue du Faubourg Saint Antoine 75012)
Other benefits : CSE