Graphics and Image Algorithm Engineer

7 months ago


Singapur, Singapore BIGO Full time

The Graphics and Image Group is primarily responsible for portrait beautification, video enhancement, and special effects in various Bigo business scenarios, including BigoLive, Likee, and imo, providing a new audio and video experience that is enjoyable, visually appealing, and entertaining to hundreds of millions of global users.

Job Responsibilities:

1. Conduct research and implementation of deep learning-based video enhancement algorithms in streaming media scenarios.

2. Conduct research and implementation of deep learning-based video perception/understanding algorithms in streaming media scenarios.

3. Optimize model and algorithm performance.

4. Keep track of state-of-the-art (SOTA) results in the academic field and the latest technological advancements in the industry.

Qualifications:

1. Bachelor's degree or higher in a computer-related field with a solid foundation in computer theory.

2. Proficiency in developing with mainstream deep learning frameworks such as PyTorch.

3. Solid knowledge of data structures and algorithms, with a preference for C++ programming skills.

4. Prior experience with traditional algorithms or deep learning in video denoising, super-resolution, HDR, frame interpolation, and color enhancement is a plus.

5. Prior experience in video quality assessment or related areas is preferred.

6. Prior experience in video encoding and decoding is preferred.

7. Priority given to candidates with publications in top conferences or relevant journals such as TPAMI, CVPR, ECCV, ICCV, SIGGRAPH, etc.

8. Priority given to candidates with achievements in related competition fields.


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