What Does an Image Processing Engineer Do?
Algorithm (Algorithm) is a series of clear instructions to solve the problem, that is, it can obtain the required output for a certain standard input in a limited time. If an algorithm is defective or not suitable for a problem, executing the algorithm will not solve the problem. Different algorithms may use different time, space or efficiency to accomplish the same task. The pros and cons of an algorithm can be measured by space complexity and time complexity. Algorithm engineers are people who use algorithms to handle things.
algorithm engineer
- Algorithm engineer is a relatively high-end position;
- Professional requirements: computer, electronics, communication, mathematics and other related majors;
- Educational requirements: Bachelor degree or above, most of them are master degree or above;
- Language requirements: English is required to be proficient and can basically read foreign professional books and periodicals;
- Must have computer-related knowledge, be proficient in using simulation tools such as MATLAB, and must have a programming language.
- Video algorithm engineer,
- There are many engineers engaged in algorithm research in China, but there are few senior algorithm engineers, and they are a very scarce professional engineer. Algorithm engineers are divided into audio / video algorithm processing, two-dimensional information algorithm processing in image technology and one-dimensional information algorithm processing in communication physical layer, radar signal processing, biomedical signal processing and other fields according to their research fields.
- Advanced video processing algorithms in the processing of two-dimensional information algorithms such as computer audio and video and graphics and image technology: machine vision has become the core of the research of such algorithms; there is also a 2D-to-3D conversion to deinterlace De-interlacing, Motion estimation / Motion Compensation, Noise Reduction, Scaling, Sharpness, Super Resolution Gesture recognition (gesture recognition), face recognition (face recognition).
- Algorithms used in the one-dimensional information field of the communication physical layer: RRM, RTT in the wireless field, modulation and demodulation in the transmission field, channel equalization, signal detection, network optimization, signal decomposition, etc.
- In addition, data mining and Internet search algorithms have become popular.
- Algorithm engineers are gradually moving towards artificial intelligence.