A method of measuring stacked objects volume based on laser sensing

Stacked objects volume measurement is now widely used in the fields of enterprise material management. It is significant to improve the efficiency of enterprise management and to reduce the cost of management and operation. The method based on laser sensing is one of the key methods to measure the stacked objects volume. This paper presents a laser sensing measurement method of stacked objects based on bottom plane extraction and real-time calibration. A calibration method for a laser scanning sensor and inertial measurement sensor is proposed. Three-dimensional reconstructions of stacked objects and volume calculations are carried out after acquisition and processing of point clouds. Volume measurement experiments of the single box and stacked boxes have been conducted respectively. Experimental results show that the measurement method is feasible and valid with good accuracy.

[1]  Laurent Itti,et al.  Finding planes in LiDAR point clouds for real-time registration , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[2]  Vijayan K. Asari,et al.  Dense 3D point-cloud model using optical flow for a monocular reconstruction system , 2013, 2013 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

[3]  Xiuhua Li,et al.  Research on the Key Technique of Three-Dimensional Measurement Based on Laser Ranging , 2013, 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics.

[4]  Bi Yinl Canopy Volume Measurement Method Based on Point Cloud Data , 2013 .

[5]  Zhou Xue-mei Algorithm research to generate triangulation network based on Bowyer-Watson , 2013 .

[6]  王海波 Wang Hai-bo,et al.  Research on Large Open Stockyard Laser Measurement Methods , 2013 .

[7]  Abdul Nurunnabi,et al.  Robust Segmentation in Laser Scanning 3D Point Cloud Data , 2012, 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA).

[8]  Tien-Fu Lu,et al.  Stockpile modelling using mobile laser scanner for quality grade control in stockpile management , 2012, 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV).

[9]  Ming-Sui Lee,et al.  Noncontact respiratory measurement of volume change using depth camera , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[10]  Pedro Arias,et al.  Procedure to evaluate the accuracy of laser-scanning systems using a linear precision electro-mechanical actuator , 2012 .

[11]  Chen Han Application of Plane Estimation Algorithm Based on RANSAC in Volume Measurement of Object on Road Surface , 2012 .

[12]  Houjun Lu,et al.  Bulk terminal stockpile automatic modeling based on 3D scanning technology , 2010, 2010 International Conference on Future Information Technology and Management Engineering.

[13]  Tien-Fu Lu,et al.  Optimization of reclaiming voxels for quality grade target with reclaimer minimum movement , 2010, 2010 11th International Conference on Control Automation Robotics & Vision.

[14]  Tao Wu,et al.  Remote 3D Measurement & Visualization System Based on Laser Scanning & 3D Reconstruction , 2010, 2010 Symposium on Photonics and Optoelectronics.

[15]  Byung-In Kim,et al.  A raw material storage yard allocation problem for a large-scale steelworks , 2009 .

[16]  Bai Li-zhen Design on Survey System of Irregular Coal Storage Yard Based on Laser 3D Scanning , 2009 .

[17]  Mitja Brilly,et al.  Using a laser measurement system for monitoring morphological changes on the Strug rock fall, Slovenia , 2005 .