3D Shape Reconstruction based on Directional LED lights

被引:0
|
作者
Chu, Ming-Hei [1 ]
Pang, Grantham Kwok-Hung [1 ]
机构
[1] Univ Hong Kong Org, Dept Elect & Elect Engn, Hong Kong, Peoples R China
关键词
automation; solder paste inspection; automatic optical inspection; defect detection; shape reconstruction; LED;
D O I
10.1109/iemcon.2019.8936166
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A novel algorithm is presented in this paper for solder paste inspection. The proposed methodology is based on a specially designed directional LED lighting to highlight the geometrical features of the solder paste block. Solder paste inspection and shape reconstruction are then carried out based on the highlighted features. An algorithm for 3D shape reconstruction of solder paste is developed. The process is carried out by calculating a set of surface heights for the solder paste block. The estimated shape of the solder paste block is represented by the calculated set of surface heights. To improve the accuracy of the estimation, parameter optimization has been carried out to search for an optimal set of algorithm parameters using the actual solder paste shape.
引用
收藏
页码:436 / 441
页数:6
相关论文
共 50 条
  • [1] 3D shape modeling and reconstruction
    Wang, HY
    Ghosh, BK
    WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL 4, PROCEEDINGS, 1998, : 677 - 681
  • [2] Aspects of 3D Shape Reconstruction
    Stiller, Peter F.
    Arnold, Gregory
    Ferrara, Matthew
    COMPUTATIONAL IMAGING VII, 2009, 7246
  • [3] BAYESIAN BASED 3D SHAPE RECONSTRUCTION FROM VIDEO
    Ghosh, Nirmalya
    Bhanu, Bir
    2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 1152 - 1155
  • [4] Reducing Intricacy of 3D Space for 3D Shape Reconstruction
    Muhammad, Mannan Saeed
    Choi, Tae-Sun
    INFRARED SYSTEMS AND PHOTOELECTRONIC TECHNOLOGY III, 2008, 7055
  • [5] The perception of 3D shape from texture based on directional width gradients
    Todd, James T.
    Thaler, Lore
    JOURNAL OF VISION, 2010, 10 (05):
  • [6] A directional algorithm based on shape context for 3D point pattern matching
    Key Laboratory for Symbol Computation and Knowledge Engineering of National Education Ministry, College of Computer Science and Technology, Jilin University, Changchun, China
    不详
    J. Comput. Inf. Syst., 7 (2355-2365):
  • [7] Robust technique for 3D shape reconstruction
    Boukamcha, Hamdi
    Ben Amara, Abdelkader
    Smach, Fethi
    Atri, Mohamed
    JOURNAL OF COMPUTATIONAL SCIENCE, 2017, 21 : 333 - 339
  • [8] 3D shape reconstruction of Mooney faces
    Kemelmacher-Shlizerman, Ira
    Basri, Ronen
    Nadler, Boaz
    2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12, 2008, : 3323 - 3330
  • [9] ON THE SHAPE RECONSTRUCTION OF 3D STOKES FLOWS
    Popa, Dinel
    Munteanu, Eliza
    Munteanu, Ligia
    Chiroiu, Veturia
    PROCEEDINGS OF THE ROMANIAN ACADEMY SERIES A-MATHEMATICS PHYSICS TECHNICAL SCIENCES INFORMATION SCIENCE, 2009, 10 (03): : 254 - 260
  • [10] Dip Transform for 3D Shape Reconstruction
    Aberman, Kfir
    Katzir, Oren
    Zhou, Qiang
    Luo, Zegang
    Sharf, Andrei
    Greif, Chen
    Chen, Baoquan
    Cohen-Or, Daniel
    ACM TRANSACTIONS ON GRAPHICS, 2017, 36 (04):