Responsibilities
• Develop, validate, and execute state-of-the-art imaging software simulation tools to enable novel camera HW explorations, machine learning dataset generation, and product architecture tasks for consumer products.
• Investigate latest imaging simulation methods (e.g. ISET, ZEMAX, non-sequential ray tracing) to enable realistic simulation of real camera behavior for architecture, algorithms, and image quality development for consumer mobile products.
• Experiment and data collection to validate simulator accuracy and to improve simulator modeling capability and efficiency.
• Build and bring up lab setups for image data acquisition of camera prototypes to support camera design studies. Operate, calibrate, and perform routine maintenance of lab equipment.
• Develop and document camera test methodologies to support 2D/3D camera system performance analysis.
• Develop and debug test scripts for image data collection automation.
• Processing, analysis and organizing measurement data; presentation of initial analysis.
• Drive supplier interaction and management to deliver camera prototypes in support of concept demonstrations.
Top 3 must-have HARD skills:
1 Understanding of image formation, capturing, and processing pipeline and techniques
2 Python/Matlab programming, shell scripting skills
3 Understanding of subjective and objective image quality evaluation metric and testing procedure.
Good to have skills:
1 Hands on experience in the development of lab setups for camera system performance study
2 Experiences in camera calibration and modeling of imaging systems