MANIPULATOR BASED ON IMPROVED PHOTOMETRIC STEREO RECONSTRUCTION METHOD

被引：0

作者：

Wei, Haofeng ^{[1
]}

Cao, Yuwei ^{[2
]}

Tao, Bo ^{[3
]}

Lu, Chao ^{[4
]}

Lv, Weidong ^{[5
]}

Xu, Jianqiao ^{[5
]}

机构：

[1] Wuhan Univ Technol, Sch Automat, Wuhan, Peoples R China

[2] AVIC Chengdu Aircraft Ind Grp Co Ltd, Chengdu, Peoples R China

[3] Wuhan Univ Sci & Technol, Key Lab Met Equipment & Control Technol, Minist Educ, Wuhan 430081, Peoples R China

[4] Hightech Res Inst Baoji, Baoji, Peoples R China

[5] Naval Engn Univ, Informat Secur Dept, Wuhan 430033, Peoples R China

来源：

MECHATRONIC SYSTEMS AND CONTROL | 2024年 / 52卷 / 03期

基金：

中国国家自然科学基金;

关键词：

Photometric stereo; 3D reconstruction; visual -tactile sensing; manipulator; manipulation skills;

D O I：

10.2316/J.2024.201-0426

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

During the process of 3D reconstruction using visual-tactile sensors, the classical photometric stereo method has some limitations. Firstly, it assumes that the surface of the object being measured is Lambertian. Secondly, the choice of integration paths can affect the computational accuracy, thereby impacting the accuracy of 3D reconstruction. Therefore, an improved photometric stereo method based on the lookup table approach is proposed. To validate of the contact surface.

引用

页码：175 / 185

页数：11

共 24 条

[1] Lambertian reflectance and linear subspaces [J].

Basri, R ;

Jacobs, DW .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (02) :218-233

[2] DESIGN AND CONTROL OF A BIO-INSPIRED CLIMBING ROBOT [J].

Chattopadhyay, Priyabrata ;

Ghoshal, Sanjoy K. .

MECHATRONIC SYSTEMS AND CONTROL, 2019, 47 (03) :144-152

[3] Efficient intensity-based fringe projection profilometry method resistant to global illumination [J].

Deng, Ji ;

Li, Jian ;

Feng, Hao ;

Ding, Shumeng ;

Xiao, Yu ;

Han, Wenzhong ;

Zeng, Zhoumo .

OPTICS EXPRESS, 2020, 28 (24) :36346-36360

[4]

Donlon E, 2018, IEEE INT C INT ROBOT, P1927, DOI 10.1109/IROS.2018.8593661

[5] Tactile-Based Fabric Defect Detection Using Convolutional Neural Network With Attention Mechanism [J].

Fang, Bin ;

Long, Xingming ;

Sun, Fuchun ;

Liu, Huaping ;

Zhang, Shixin ;

Fang, Cheng .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71

[6]

Fang B, 2018, IEEE INT CONF ROBOT, P4740

[7] GelTip: A Finger-shaped Optical Tactile Sensor for Robotic Manipulation [J].

Gomes, Daniel Fernandes ;

Lin, Zhonglin ;

Luo, Shan .

2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, :9903-9909

[8]

Horn B. K. P., 1970, Shape from Shading: A Method for Obtaining the Shape of a Smooth Opaque Object from One View

[9] Vision-Based Tactile Sensing and Shape Estimation Using a Fluid-Type Touchpad [J].

Ito, Yuji ;

Kim, Youngwoo ;

Nagai, Chikara ;

Obinata, Goro .

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 9 (04) :734-744

[10] Evaluation of a vision-based tactile sensor [J].

Kamiyama, K ;

Kajimoto, H ;

Kawakami, N ;

Tachi, S .

2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, :1542-1547

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