Image Algorithm Engineer

图像算法工程师

Job Duties:

1.Research and optimize image acquisition, processing and analysis algorithms for specific surgical scenarios to assist in precise surgical navigation.

2. Be responsible for the development of registration and fusion algorithms for multimodal images (such as endoscopic images, CT images, etc.) to improve the recognition of diseased areas.

3. Collaborate with the robot hardware team to adapt image algorithms to bring out the best performance of the hardware, and cooperate with the software team to integrate the algorithms into the surgical control system to ensure the stable operation of the system.

4. Collect feedback from clinical doctors on the functions of surgical images, improve the algorithms based on this feedback, participate in the clinical testing of surgical robots, and ensure that the image algorithms comply with medical regulations and surgical requirements.

5. Keep track of the cutting-edge technologies of image algorithms, explore the application potential of new technologies in surgical robots, and promote the technological upgrading of products.

Job Requirements:

1. Master's degree or above in computer science, automation control, electronic information, biomedical engineering or other related majors.

2. Have a solid mathematical foundation, such as linear algebra, probability theory, numerical analysis, etc.

3. Be proficient in programming languages such as Python/C/C++, and have good coding habits.

4. Be familiar with image processing libraries like ITK, VTK, OpenCV, MITK, etc.

5. Master the principles and implementations of algorithms for image preprocessing, enhancement, segmentation, registration, and reconstruction.

6. Be familiar with CUDA/OpenCL parallel computing. It is even better if you can skillfully use OPENGL or vulkan for image rendering.

7. Have strong learning, innovation and problem-solving abilities, as well as good communication skills and a spirit of teamwork.

岗位职责：

1. 针对特定手术场景，研发与优化图像采集、处理和分析算法，助力精准手术导航。

2. 负责多模态图像（如内窥镜图像、CT 影像等）配准与融合算法开发，提高病变部位辨识度。

3. 与机器人硬件团队协作，适配图像算法以发挥硬件最佳性能，配合软件团队将算法集成至手术控制系统，保障系统稳定运行。

4. 收集临床医生对手术图像功能的反馈，据此改进算法，参与手术机器人临床测试，确保图像算法符合医疗规范与手术需求。

5. 跟踪图像算法前沿技术，探索新技术在手术机器人中的应用潜力，推动产品技术升级。

岗位要求：

1. 计算机、自动化控制、电子信息、生物医学工程等相关专业硕士及以上学历

2. 具备扎实的数学基础，如线性代数、概率论、数值分析等

3. 熟练掌握python/c/c++等编程预研，良好的代码编写习惯；

4. 熟悉 ITK、VTK、OpenCV、MITK 等图像处理库；

5. 掌握图像预处理、增强、分割、配准、重建等算法原理与实现。

6. 熟悉 CUDA/OpenCL 并行计算，能熟练使用 OPENGL 或 vulkan 进行图像渲染更佳

7. 有较强的学习能力、创新能力和问题解决能力，具备良好的沟通能力和团队协作精神

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