Senior Image and Video Signal Processing Engineer
1.Develop advanced image processing and video processing algorithm for real product.
2.Develop camera image processing pipeline from camera row data to optimized RGB including but not limited to noise reduction, interpolation, 3A, gamma correction.
3.Develop fixed point image processing algorithm for hardware implementation.
4.Research and develop advanced image processing algorithm such as noise cancellation, motion detection, edge detection.
5.Research and develop advanced computer vision algorithm such as real-time robotic SLAM (Simultaneous Localization and Mapping) solutions including 3D sensing, position tracking, 3D mapping / reconstruction, and sensor fusion.
6.Research and develop practical solutions for 3D scene understanding (e.g., object detection) using state-of-the-art deep learning (DL) and machine learning (ML) methods.
1.M.S. in Electrical Engineering, Computer Science, Robotics or similar field (Ph.D. is preferred).
2.Solid understanding on image processing, signal processing, camera pipeline.
3.Solid understanding on fixed point algorithm design.
4.Understanding on 3D geometry such as SLAM, SfM, and 3D reconstruction is a big plus.
5.Understanding and experience of applying deep learning to real problems in the fields of computer vision and robotics is a big plus.
6.Strong experience in C/C++ programing.
7.Hands-on experience in computer vision and deep learning frameworks is a big plus, e.g., OpenCV, Tensorflow, Keras, Pytorch, and Caffe.
8.Ability to quickly adapt to new situations, learn new technologies, and collaborate and communicate effectively.
9.3+ years of industry experience with image processing and camera pipeline algorithm development and optimization.