Key Contour Feature Extraction of Printed Circuit Board Point Cloud

Wenbin Zhong; Xurui Li; Si Sun; Guangshuai Liu

doi:10.3788/LOP57.141001

[1] Barbucha R. M. K, J. M, et al. Comparison between conventional and laser method of imaging tracks on PCB[J]. Proceedings of SPIE, 6598, 65980I(2007).

[2] Chen CC. Fast boundary detection: a generalization and a new algorithm[J]. IEEE Transactions on Computers, 100, 988-998(1977).

[3] Qiao N S, Deng L, Zeng Y B et al. Study of noisy and darker PCB photoelectricity image edge detection[J]. Journal of Optoelectronics·Laser, 24, 740-745(2013).

[4] Bai C B, Qi C, Song F M et al. Fast detection of circular PCB mark using Hough transform[J]. Opto-Electronic Engineering, 32, 75-78(2005).

[5] Ni H, Lin X G, Ning X G et al. Edge detection and feature line tracing in 3D-point clouds by analyzing geometric properties of neighborhoods[J]. Remote Sensing, 8, 710-718(2016).

[6] Demarsin K, Vanderstraeten D, Volodine T et al. Detection of closed sharp edges in point clouds using normal estimation and graph theory[J]. Computer-Aided Design, 39, 276-283(2007).

[7] Sampath A, Shan J. Segmentation and reconstruction of polyhedral building roofs from aerial lidar point clouds[J]. IEEE Transactions on Geoscience and Remote Sensing, 48, 1554-1567(2010).

[8] Rusu R B, Sundaresan A, Morisset B et al. Leaving flatland: realtime 3D stereo semantic reconstruction[M]. ∥Intelligent Robotics and Applications. Berlin, Heidelberg: Springer Berlin Heidelberg, 921-932(2008).

[9] Wang C L, Sun J Y, Zhou S G et al. Building boundary extraction using LiDAR data and images[J]. Remote Sensing for Land & Resources, 29, 78-85(2017).

[10] Lü Y L, Li Y Q, Fan H L et al. Research on road boundary extraction based on conjunction feature of vehicle-borne LiDAR point cloud[J]. Geography and Geo-Information Science, 35, 30-37(2019).

[11] Liu X S, Jin C N. Feature line extraction from unorganized noisy point clouds[J]. Journal of Computational Information Systems, 10, 3503-3510(2014).

[12] Hu L, Xiao J, Wang Y. An automatic 3D registration method for rock mass point clouds based on plane detection and polygonmatching[J]. The Visual Computer, 36, 669-681(2020).

[13] Deng B W, Wang Z B, Jin Y et al. Feature extraction method of laser scanning point cloud based on morphological gradient[J]. Laser & Optoelectronics Progress, 55, 051203(2018).

[14] Zhu D H[M]. Point cloud library PCL tutorial, 151-152(2012).

[15] Rusu R B. Semantic 3D object maps for everyday manipulation in human living environments[J]. KI - Künstliche Intelligenz, 24, 345-348(2010).