Nary coded structured light-based range scanners using color invariants

被引:24
|
作者
Benveniste, Rifat [1 ]
Unsalan, Cem [1 ]
机构
[1] Yeditepe Univ, Dept Elect & Elect Engn, Comp Vis Res Lab, TR-34755 Istanbul, Turkey
关键词
Range scanners; TI DM6437 EVM; Color invariants; ACQUISITION; REGISTRATION;
D O I
10.1007/s11554-011-0235-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Three dimensional range data provides useful information for various computer vision and computer graphics applications. For these, extracting the range data reliably is of utmost importance. Therefore, various range scanners based on different working principles are proposed in the literature. Among these, coded structured light-based range scanners are popular and used in most industrial applications. Unfortunately, these range scanners cannot scan shiny objects reliably. Either highlights on the shiny object surface or the ambient light in the environment disturb the code word. As the code is changed, the range data extracted from it will also be disturbed. In this study, we focus on developing a system that can scan shiny and matte objects under ambient light. Therefore, we propose color invariant-based binary, ternary, and quaternary coded structured light-based range scanners. We hypothesize that, by using color invariants, we can eliminate the effect of highlights and ambient light in the scanning process. Thus, we can extract the range data of shiny and matte objects in a robust manner. We implemented these scanners using a TI DM6437 EVM board with a flexible system setup such that the user can select the scanning type. Furthermore, we implemented a TI MSP430 microcontroller-based rotating table system that accompanies our scanner. With the help of this system, we can obtain the range data of the target object from different viewpoints. We also implemented a range image registration method to obtain the complete object model from the range data extracted. We tested our scanner system on various objects and provided their range and model data.
引用
收藏
页码:359 / 377
页数:19
相关论文
共 50 条
  • [1] Nary coded structured light-based range scanners using color invariants
    Rıfat Benveniste
    Cem Ünsalan
    Journal of Real-Time Image Processing, 2014, 9 : 359 - 377
  • [2] Color code identification in coded structured light
    Zhang, Xu
    Li, Youfu
    Zhu, Limin
    APPLIED OPTICS, 2012, 51 (22) : 5340 - 5356
  • [3] Color influence on accuracy of 3D scanners based on structured light
    Voisin, S
    Page, DL
    Foufou, S
    Truchetet, F
    Abidi, MA
    MACHINE VISION APPLICATIONS IN INDUSTRIAL INSPECTION XIV, 2006, 6070
  • [4] CSIE: Coded Strip-Patterns Image Enhancement Embedded in Structured Light-Based Methods
    Cao, Wei
    Ye, Yuping
    Shi, Chu
    Song, Zhan
    COMPUTER VISION - ACCV 2022, PT III, 2023, 13843 : 190 - 205
  • [5] CSIE: Coded strip-patterns image enhancer embedded in structured light-based methods
    Cao, Wei
    Wang, Ruiping
    Ye, Yuping
    Shi, Chu
    Song, Zhan
    OPTICS AND LASERS IN ENGINEERING, 2023, 166
  • [6] Using Physically Based Rendering to Benchmark Structured Light Scanners
    Medeiros, Esdras
    Doraiswamy, Harish
    Berger, Matthew
    Silva, Claudio T.
    COMPUTER GRAPHICS FORUM, 2014, 33 (07) : 71 - 80
  • [7] A structured light-based system for human heads
    Wu, XF
    Li, DH
    Gang, J
    Zhou, Z
    OPTICS AND LASER TECHNOLOGY, 2004, 36 (05): : 387 - 391
  • [8] Structured light-based shape measurement system
    Cheng, Jun
    Zheng, Shiguang
    Wu, Xinyu
    SIGNAL PROCESSING, 2013, 93 (06) : 1435 - 1444
  • [9] Fuzzy decoding in color-coded structured light
    Tang, Suming
    Zhang, Xu
    Tu, Dawei
    OPTICAL ENGINEERING, 2014, 53 (10)
  • [10] Controlling non-Markovian dynamics using a light-based structured environment
    Urrego, Daniel F.
    Florez, Jefferson
    Svozilik, Jiri
    Nunez, Mayerlin
    Valencia, Alejandra
    PHYSICAL REVIEW A, 2018, 98 (05)