
基本信息:
- 专利标题: 一种基于微视觉的触觉三维力检测方法
- 专利标题(英):Three-dimensional tactile force detection method based on micro-vision
- 申请号:CN201610581160.9 申请日:2016-07-21
- 公开(公告)号:CN106204620A 公开(公告)日:2016-12-07
- 发明人: 孙富春 , 杨超 , 方斌 , 刘华平 , 张春 , 郭峰
- 申请人: 清华大学
- 申请人地址: 北京市海淀区清华园1号
- 专利权人: 清华大学
- 当前专利权人: 清华大学
- 当前专利权人地址: 北京市海淀区清华园1号
- 代理机构: 北京清亦华知识产权代理事务所
- 代理人: 罗文群
- 主分类号: G06T7/00
- IPC分类号: G06T7/00 ; G06N3/08 ; B25J19/00 ; G01C11/02
The invention relates to a three-dimensional tactile force detection method based on micro-vision, and belongs to the technical field of intellisense of robot dexterous hand executing tail ends. The three-dimensional force detection technology method for verification is designed on the basis of an independently-designed tactile sensor, a good effect is achieved in the gripping process, and the method belongs to the technical field of robot perception. When the sensor directly makes contact with an object, an elastomer can be subjected to force to generate deformation, marking points can correspondingly generate displacement, and image information generated before and after the marking points generate displacement is captured by an image collecting camera. Deviation information of the marking points is calculated through comparison of the image information generated before and after the force is applied, and then a regressed three-dimensional force prediction vector is obtained through neural network training and predicting. According to the three-dimensional tactile force detection method based on micro-vision, three-dimensional force tactile sense information, three-dimensional force slip sense information and the like in the dexterous hand gripping process can be detected, and the method can be applied to the field of tactile perception of robot dexterous hands.
公开/授权文献:
- CN106204620B 一种基于微视觉的触觉三维力检测方法 公开/授权日:2018-12-11
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06T | 一般的图像数据处理或产生 |
------G06T7/00 | 图像分析,例如从位像到非位像 |