Should understand about camera technology
Day 1 onsite 5 days in person
automated capture orchestration; iPhone, Mac, and
iPad video quality testing across lab and real-world
conditions; automated capture workflow
development; non-regression testing; findings
reporting to cross-functional teams
- Own validation of image and video quality across Apple devices, ensuring consistent performance under lab and real-world usage conditions.
- Design and execute test strategies for camera, imaging, and multimedia features, including regression and quality benchmarking activities.
- Develop and enhance automated test workflows to improve test efficiency, repeatability, and coverage.
- Analyze test findings, identify quality issues, and collaborate with cross-functional teams to drive resolution and product improvements.
specializes in computer vision, deep learning, and advanced imaging pipelines.
Video Image Quality and the implementation of AI/ML models to optimize device cameras and video playback frameworks
- video quality, image quality analysis – sharpness, contrast, exposure index, distortion, color accuracy, special frequency response measurement using tools like Imatest, Chromatix , Fast stone Viewer
- Functioning of Camera at different lux levels
- Worked in studios
- Field of View (FoV) & Magnification, Noise Analysis,
- Optical Aberrations: Real-world lenses suffer from chromatic aberration, distortion, and diffraction blur, which can be mitigated optically or via neural-network lens optimizers
- Solid-State Sensors - Bayer Color Filter Array (CFA)
- Sensor Specifications: Resolution (total pixel count vs. true spatial resolution), dynamic range, signal-to-noise ratio (SNR), and pixel pitch size (larger pixels capture more photons and perform better in low light)
- Demosaicing: Reconstructs full-color RGB pixels from single-channel Bayer data (e.g., bilinear or neural-network interpolation).
- 3A Algorithms: Automatic White Balance (AWB), Auto Exposure (AE), and Auto Focus (AF).
- Enhancements: High Dynamic Range (HDR) fusion, noise removal, and geometric/lens distortion calibration.
- Extract frames from videos
- how optics works, camera fundamentals, quality tuning, camera technology,
- running AI TOOLS – Image recognition, PYTHON (additionally nice to have)
Huawei: Camera application for GMS to HMS porting