Principal Computer Vision Architect, Advanced Imaging Solutions
3 weeks ago
About the Role:
">- This position is responsible for advancing imaging technology for camera capture while developing end-to-end high fidelity, high accuracy, and photo reality camera simulator.
Key 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.
Requirements:
">- MS/PhD degree in Computer Science, Imaging Science, Image Processing, Computer Vision, or related fields.
- Knowledge of image formation process (spectrum, optics/aberrations, PSF, sensor noise, Fourier theory, sampling/aliasing) needed to successfully model and simulate complex imaging phenomena.
- Experience and knowledge in developing and tuning Image Signal Processing (ISP) pipeline.
- Experiences in image quality testing of camera systems and familiar with image quality metrics and analysis.
- Experience coding in languages such as MATLAB, Python, C/C++, preferably CUDA, design code for efficiency, and target different platforms such as GPU, Cloud, and other.
- Experience coding in MATLAB or Python.
- Hands on experience in the development of lab setups for camera system performance study.
- Experiences in camera calibration and modeling of imaging systems.
- Familiar with image sensor, imaging optics, and image processing algorithms.
- Ability to work with minimal direction and managing a project independently from start to finish.
- Proof of eligibility to work in the United States.
Compensation:
">- The estimated annual salary for this position is $180,000 to $210,000 plus equity.
- Health Insurance - Medical, Dental, Vision and Life Insurance.
- Discounts on movie tickets, theme parks, hotels, Broadway and Vegas shows, shopping partners & more.
- Flexible working environment.
About DigitalFish:
">DigitalFish is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process.
">We look forward to hearing from you.
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