Algorithm Engineer

Job Title: 算法工程师 Algorithm Engineer

Job Description:

负责开发和优化牙科图像分析和处理的算法，至少对下面一个领域有较深入的了解且具备实践经验:图像处理、模式识别、计算机视觉、计算机图形学等

Develop and optimize algorithms for dental image processing and analysis, and have a deep understanding and practical experience in at least one of the following fields: image vision, computer graphics, etc.,

Key Responsibilities:主要职责

负责医学影像相关AI算法的设计，开发和优化医学图像处理算法，包括医学影像预处理、三维重建、多模态图像配准和融合、目标识别，图像增强、分割、特征提取等，确保算法满足所需的精度和性能要求。

Responsible for the design of medica imaging-related Al algorithms, development and optimization of medical image processing algorithms, including medical image preprocessing, three-dimensional reconstruction, multi-modal image

image enhancement, segmentation, feature extraction, etc., to ensure that the algorithm Meet the required accuracy and performance requirements

参与AI医学影像算法的研发落地及实现，包括工程化、封装、优化和测试等;深入理解和解决医学图像处理中的各种挑战，如噪声、对比度，分辨率等问题。

Participate in the research, development and implementation of Al medical imaging algorithms, including engineering, packaging! optimization and testing; deeply understand and solve various challenges in medical image processing, such as noise, contrast resolution and other issues.

了解牙科成像技术和研究的最新进展，并将新技术融入算法开发过程中。不断创新和改进现有算法，增强其能力。

Stay up-to-date with the latest advancements in dental imaging technology

and research, and incorporate new techniques into the algorithm development process. Continuously innovate and improve existing algorithms to enhance their capabilities。

使用真实的牙科图像数据集验证和测试开发的算法，以确保其准确性和可靠性。与牙医和领域专家合作，根据地面真实数据评估算法的性能。Validate and test the developed algorithms using real dental image datasets to ensure their accuracy and reliability. Collaborate with dentists and domain experts to evaluate the performance of the algorithms against ground truth data.·

创建和维护所开发算法的全面文档，包括专利文件撰写、技术规范、实施细节和用户手册。

Create and maintain comprehensive documentation of developed algorithms,

including patent document writing, technical specifications, implementation details, and user manuals.

Qualifications:任职资格

面可计算机、图像处理、通信与电子工程、云控制工程、软件工程等相关专业的硕士或博士。

Master's or doctoral degrees in computer, image processing, communications and

electronic engineering, automatic control engineering, software engineering and other related majors

熟练掌握Matlab,Python，数据结构与算法基础扎实，具有良好的代码风格;熟练C

CUDA算子加速为佳，以及相关的图像处理库(如OpenCV, ITK等):

Proficient in Matlab and Python, with a solid foundation in data structures and algorithms and good coding style; proficient in C related image processing libraries (such as OpenCV, lTK, etc.);

具备模式识别、图像处理、机器视觉、信号处理和人工智能等基础知识，对图像特征、机器学习有深刻认识与理解:

Have basic knowledge of pattern recognition. image processing, machine vision, signal processing and artificial intelligence, etc.. and have a deep understanding of image characteristics and machine learning·

了解基于深度学习的经典视觉算法，包括经典的网络结构、检测分割框架等，

Understand classic vision algorithms based structures, detection and segmentation frameworks, etc.;·

良好的沟通和团队合作能力。Good communication and teamwork skills

其他信息

语言要求:英语、普通话