大疆中/高级计算机视觉算法工程师(三维重建-SLAM)
社招全职算法地点:深圳状态:招聘
任职要求
1. 硕士及以上学历,计算机视觉、摄影测量、计算机图形学、地理信息、测绘遥感、计算机等相关专业; 2. 有SLAM的研究和实际项目开发经验,有多传感器融合SLAM的经验者优先; 3. 熟悉激光雷达,相机,IMU等传感器的数据特性,能够针对不同的应用场景选择合适的传感器,并能够针对不同传感器的特性设计和优化算法; 4. 有点云处理和图像处理经验; 5. 数学基础扎实,熟悉多视图几何,非线性优化,状态估计理论; 6. 在ICRA,IROS,CVPR,RA-L,TRO,IJRR等会议和期刊上发表过论文者优先。
工作职责
1. 负责研究传统和新型三维重建、生成、编辑等技术; 2. 结合大疆软硬件产品,研究下一代三维重建技术,并应用落地; 3. 支持智图、智模、司空等行业产品,推动大疆行业软硬一体化解决方案的技术领先。
包括英文材料
学历+
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
SLAM+
https://docs.mrpt.org/reference/latest/tutorial-slam-for-beginners-the-basics.html
[英文] SLAM for Dummies
https://dspace.mit.edu/bitstream/handle/1721.1/119149/16-412j-spring-2005/contents/projects/1aslam_blas_repo.pdf
A Tutorial Approach to Simultaneous Localization and Mapping
https://ouster.com/insights/blog/introduction-to-slam-simultaneous-localization-and-mapping
SLAM is an essential piece in robotics that helps robots to estimate their pose – the position and orientation – on the map while creating the map of the environment to carry out autonomous activities.
[英文] What Is SLAM?
https://www.mathworks.com/discovery/slam.html
How it works, types of SLAM algorithms, and getting started
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
CVPR+
https://cvpr.thecvf.com/
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