Construction of Object Boundaries for the Autopilotof a Surface Robot from Satellite Imagesusing Computer Vision Methods
Aleksandr N. Grekov, Yurii E. Shishkin, Sergei S. Peliushenko, Aleksandr S. Mavrin
- 发表年份
- 2022
- 访问权限
- 开放获取
摘要
An algorithm and a program for detecting the boundaries of water bodies for the autopilot module of asurface robot are proposed. A method for detecting water objects on satellite maps by the method of finding a color in the HSV color space, using erosion, dilation - methods of digital image filtering is applied.The following operators for constructing contours on the image are investigated: the operators of Sobel,Roberts, Prewitt, and from them the one that detects the boundary more accurately is selected for thismodule. An algorithm for calculating the GPS coordinates of the contours is created. The proposed algorithm allows saving the result in a format suitable for the surface robot autopilot module.
关键词
相关论文
如何缓解越野环境中语义分割的分布偏移
Ji-Hoon Hwang, Daeyoung Kim, Hyung-Suk Yoon 等 5 位作者
2026
基于原型模糊推理与证据融合的不确定性引导工业机器人可进化识别框架
Yanrun Zhou, Zihao Lei, Guangrui Wen 等 7 位作者
Robotics and Computer-Integrated Manufacturing · 2026
基于点云配准的非破坏性高分辨率涂层厚度三维扫描测量
Simon Duenser, Ivo Aschwanden, Raamadaas Krishnadas 等 5 位作者
Robotics and Computer-Integrated Manufacturing · 2026
迈向智能机器人时代:用于高级感知系统的多模态柔性触觉传感器
Sili Ding, Feng Xu, Jie Chen 等 6 位作者
Progress in Materials Science · 2026