Image and Video Restoration Researcher
We are seeking a leading researcher in the field of Image and Video restoration to join our team. In this role, you will join an inter-disciplinary team working on future cameras. You will explore state of the art solutions to mitigate challenging imaging problems, enabling new cameras in Apple’s product line.
Research goals:
State of the Art algorithms for image and video restoration using single and multiple sensors.
Model Distillation and efficient implementation techniques.
Large scale data generation.
Efficient training and experiment management on sophisticated cloud computing network and toolset.
Proof of Concept and Prototyping on new HW platforms.
Quantitative metrics and performance indicators.
- Experience in Image restoration and enhancement using state of the Art techniques.
- Hands on experience with developing deep learning solutions, using large scale datasets.
- PhD degree in Computer Science, Electrical Engineering, in related research fields.
- Publications in top-tier computer vision conferences (CVPR, ICCV, ECCV).
- 5 or more years of relevant experience.
- Experience with video processing and ISP algorithms (Classical and Neural)
- Experience with Vision Transformers, Diffusion Restoration models.
- Proficient in both written and verbal communication.
- Ability to work both autonomously and collaboratively within a large cross functional team.