中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Three Birds, One Stone: Unified Laser-based 3D Reconstruction across Different Media

文献类型:期刊论文

作者Gu CJ(古长军)1,2,3; Cong Y(丛杨)2,3; Sun G(孙干)2,3
刊名IEEE Transactions on Instrumentation and Measurement
出版日期2021
卷号70页码:1-12
关键词Underwater Vision Laser-based Scanner Pose Optimization Refractive Geometry Calibration Underwater Refractive 3D Reconstruction
ISSN号0018-9456
产权排序1
英文摘要

The laser-based 3D reconstruction is crucial for autonomous manipulation and resource exploration both the air and underwater scenarios, due to its accurate precision and robust to disturbances. However, most current laser-based 3D reconstruction sensors cannot be applied across different media without recalibration directly, e.g., air, and air glass air, air glass water, which is called killing three birds with one stone. This is because the variation of the medium density could change the sensor calibration parameters and further make the sensor suffer from a systematic geometric bias. To address these challenges, a unified laser-based 3D reconstruction method is proposed in order that the laser-based scanner could be used across different media without recalibration, where we first explicitly model the refraction of the underwater vision systems, and transform it across different media into a unified sensor reference frame. More specifically, an underwater refractive camera calibration model is designed to calibrate the orientation and position of the refractive interface, which can improve the accuracy of underwater reconstruction for laser-based scanner, and we then present a refractive pose estimation model with a unified sensor reference frame, which can help the sensor to be applied across different scenarios directly. For the experiments, we validate the performance of our method on our underwater 3D scanner prototype. Several reconstruction results on different objects and scenarios demonstrate the effectiveness of our proposed method, and the practicality of our designed sensor.

WOS关键词SINGLE CAMERA ; UNDERWATER ; CALIBRATION ; MODEL
资助项目National Key Research and Development Program of China[2019YFB1310300] ; National Nature Science Foundation of China[61722311] ; National Nature Science Foundation of China[U1613214] ; National Nature Science Foundation of China[61821005] ; National Nature Science Foundation of China[61533015] ; National Nature Science Foundation of China[62003336]
WOS研究方向Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000691803600038
资助机构National Key Research and Development Program of China (2019YFB1310300) ; National Nature Science Foundation of China under Grant (61722311, U1613214, 61821005, 61533015, 62003336).
源URL[http://ir.sia.cn/handle/173321/28003]  
专题沈阳自动化研究所_机器人学研究室
通讯作者Cong Y(丛杨)
作者单位1.University of Chinese Academy of Sciences, Beijing, 100049, China
2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, 110016, China
3.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
推荐引用方式
GB/T 7714
Gu CJ,Cong Y,Sun G. Three Birds, One Stone: Unified Laser-based 3D Reconstruction across Different Media[J]. IEEE Transactions on Instrumentation and Measurement,2021,70:1-12.
APA Gu CJ,Cong Y,&Sun G.(2021).Three Birds, One Stone: Unified Laser-based 3D Reconstruction across Different Media.IEEE Transactions on Instrumentation and Measurement,70,1-12.
MLA Gu CJ,et al."Three Birds, One Stone: Unified Laser-based 3D Reconstruction across Different Media".IEEE Transactions on Instrumentation and Measurement 70(2021):1-12.

入库方式: OAI收割

来源:沈阳自动化研究所

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