This role involves working closely with multiple discipline colleagues within the team and camera technology innovation laboratory, including imaging algorithms, AI, camera sensor HW, and coloUr and spectral experts. This will include learning from and working with world class leading competence on mobile imaging sensors, spectral sensing and emerging novel photon capturing solutions. You will develop related image and video processing algorithms, help define problems, agree on clear performance metrics, and deliver solutions that perform reliably on real-world data.
Job Descriptions:
-Implement new algorithms to push the boundaries of the mobile imaging technologies
-Develop prototypes and demonstrate SPAD-sensor based imaging concepts
-Design and develop cutting-edge ISP pipeline algorithms and AI algorithms for video and imaging processing
-Identify potential collaborations with other research units inside and outside of Huawei. Possibility to contribute to the publications in external collaboration projects
-Stay on top of the latest algorithms and SPAD based imaging technology by proactively exploring the latest and greatest in the field
-Generating IP, including patents
Qualifications and detailed requirements:
-PhD or MSc aiming towards PhD in computer vision, machine learning, signal/image processing, or other relevant fields
-Deep understanding on camera sensors, image processing algorithms and AI algorithms. Knowledge on SPAD sensors and SPAD specific data processing
-Experience with training and evaluation of Deep Learning architectures (based on CNNs, transformers, SNNs etc.) in critical real-world scenarios
-Familiarity with Computer Vision tasks such as Denoising, Super-resolution, interpolation, image to image translation, etc.
-Knowledge and interest in mobile camera development and photography in general
-Strong competency in Python
-Big advantage for contestants from international competitions in computer science, mathematics, or physics (e.g. IOI, IMO, ICPC, IPhO, IChO)
Other Relevant Skills:
-Fluent in English, both written and spoken
-Good communication skills to brainstorm new ideas with a t
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