Target Recognition and Localization, Bounding Box Optimization of Disinfection Robot

Yaxin Ye; Jiasheng Wang; Fengyun Wu; Siyu Chen; Puye Ai; Xiangjun Zou; Lanyun Li

doi:10.3788/LOP202259.0415008

[1] Tang Y C, Chen M Y, Wang C L et al. Recognition and localization methods for vision-based fruit picking robots: a review[J]. Frontiers in Plant Science, 11, 510(2020).

[2] Chen M Y, Tang Y C, Zou X J et al. 3D global mapping of large-scale unstructured orchard integrating eye-in-hand stereo vision and SLAM[J]. Computers and Electronics in Agriculture, 187, 106237(2021).

[3] Chen M Y, Tang Y C, Zou X J et al. Three-dimensional perception of orchard banana central stock enhanced by adaptive multi-vision technology[J]. Computers and Electronics in Agriculture, 174, 105508(2020).

[4] Fang Y M, Wang H J, Huang K Y et al. Image-preprocessing algorithm for three-dimensional reconstruction of targets in complex backgrounds[J]. Laser & Optoelectronics Progress, 56, 131008(2019).

[5] Chen M Y, Tang Y C, Zou X J et al. Multi-shaped targets recognition and point clouds acquisition algorithm in complex environment[J]. Laser & Optoelectronics Progress, 55, 111505(2018).

[6] Liu X J, Wen H Y, Zhou J et al. Design and implementation of control system of disinfection robot based on ROS[J]. Machine Tool & Hydraulics, 49, 17-21(2021).

[7] Ding W, Zhang W A, Feng Q C et al. Design of robot control system for disinfection of livestock breeding[J]. Journal of Chinese Agricultural Mechanization, 40, 175-181(2019).

[8] Hu F W, Liu Y C, Qiang R Z. Autonomous navigation of a green disinfection intelligent robot[J]. Machinery Design & Manufacture, 275-278(2020).

[9] Cai W F, Chen C, Wang M. Beware of over disinfection in fighting against the coronavirus disease[J]. Journal of Tropical Medicine, 20, 156-158(2020).

[10] Miseikis J, Caroni P, Duchamp P et al. Lio-a personal robot assistant for human-robot interaction and care applications[J]. IEEE Robotics Automation Letters, 5, 5339-5346(2020).

[11] Wang Y Y, Wang L. Analysis of public opinion regarding the use of disinfectants during the COVID-19 epidemic in China[J]. Chinese Journal of Disinfection, 37, 758-762(2020).

[12] Chen H. A method to generate the minimum bounding boxes for shape-arbitrary objects[J]. Journal of Engineering Graphics, 31, 49-53(2010).

[13] Hu Z G, Qin Q F. Algorithm for finding minimum volume oriented bounding boxes based on convex hull[J]. Journal of Hunan University (Natural Sciences), 46, 105-111(2019).

[14] He K M, Gkioxari G, Dollár P et al. Mask R-CNN[C], 2980-2988(2017).

[15] Sun Y J, Qu Z Y, Li Y H. Study on target detection of breast tumor based on improved mask R-CNN[J]. Acta Optica Sinica, 41, 0212004(2021).

[16] Ren S Q, He K M, Girshick R et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1137-1149(2017).

[17] Long J, Shelhamer E, Darrell T. Fully convolutional networks for semantic segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 640-651(2015).

[18] Zhang Z Y. Flexible camera calibration by viewing a plane from unknown orientations[C], 666-673(1999).

[19] Guo W B, Zhang Q C, Wu Z J. Real-time three-dimensional imaging technique based on phase-shift fringe analysis: a review[J]. Laser & Optoelectronics Progress, 58, 0800001(2021).

[20] Besl P J, McKay N D. A method for registration of 3-D shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 239-256(1992).

[21] Rusu R B, Blodow N, Beetz M. Fast point feature histograms (FPFH) for 3D registration[C], 3212-3217(2009).

[22] Fischler M A, Bolles R C. Random sample consensus[J]. Communications of the ACM, 24, 381-395(1981).

[23] Zhao M F, Cao L B, Song T et al. Independent method for selecting radius of FPFH neighborhood in 3D point cloud registration[J]. Laser & Optoelectronics Progress, 58, 0610002(2021).

[24] Song T, Cao L B, Zhao M F et al. Registration and optimization algorithm of key points in three-dimensional point cloud[J]. Laser & Optoelectronics Progress, 58, 0415008(2021).

[25] Rusu R B, Blodow N, Marton Z C et al. Aligning point cloud views using persistent feature histograms[C], 3384-3391(2008).

[26] Zhang B, Xiong C B. Automatic point cloud registration based on voxel downsampling and key point extraction[J]. Laser & Optoelectronics Progress, 57, 041008(2020).