To fulfill the need for acquiring three-dimensional (3D) objects with more realistic textures and depth information, this study proposes a method based on near-infrared laser, combined with dual camera field of view center correction and binocular stereo calibration, to precisely capture the target surface texture. Furthermore, we constructed a verification system using standard industrial cameras and line lasers, achieving the generation of binocular line laser point cloud real textures. Experiments conducted within a 400 mm to 600 mm testing range achieved a reconstruction accuracy of 0.047 2 mm and reduced the texture mapping error to 0.323 4 pixel, proving the effectiveness of this method and providing a high-precision, low-cost solution for 3D point cloud model texture mapping.
| [1] |
WangX, ChenT, WangY, et al.. The 3D narrow butt weld seam detection system based on the binocular consistency correction. Journal of intelligent manufacturing, 2023, 34(5): 2321-2332 J]
|
| [2] |
YueJ, JieY, LeiZ, et al.. Array FBG sensing and 3D reconstruction of spacecraft configuration. Optoeletronics letters, 2022, 18(04): 193-199 J]
|
| [3] |
ZhuJ, ZengQ, HanF, et al.. Design of laser scanning binocular stereo vision imaging system and target measurement. Optik, 2022, 270: 169994 J]
|
| [4] |
WANG Y, REN X, HUANG Z, et al. Measurement of pavement 3D texture using the binocular reconstruction algorithm improved by moving laser line constraint[J]. Journal of testing and evaluation, 2023, 51(6).
|
| [5] |
HuP, HoE S, MunteanuA. 3DBodyNet: fast reconstruction of 3D animatable human body shape from a single commodity depth camera. IEEE transactions on multimedia, 2021, 24: 2139-2149 J]
|
| [6] |
WuC, YangL, LuoZ, et al.. Linear laser scanning measurement method tracking by a binocular vision. Sensors, 2022, 22(9): 3572 J]
|
| [7] |
LI S, GAO X. Binocular underwater measurement with multicolor structured light[J]. IEEE journal of oceanic engineering, 2023.
|
| [8] |
ZHANG Z, FENG Z, WANG W, et al. A 3D face modeling and recognition method based on binocular stereo vision and depth-sensing detection[J]. Journal of sensors, 2022.
|
| [9] |
HanF, BianY, LiuB, et al.. Research on calibration of a binocular stereo-vision imaging system based on the artificial neural network. Journal of the optical society of America A, 2023, 40(2): 337-354 J]
|
| [10] |
XinJ, ShouruiY, DiyiG. Semantics-aware transformer for 3D reconstruction from binocular images. Optoelectronics letters, 2022, 18(05): 293-299 J]
|
| [11] |
LING X, QIN R. Large-scale and efficient texture mapping algorithm via loopy belief propagation[J]. IEEE transactions on geoscience and remote sensing, 2023.
|
| [12] |
LiuX, LiJ, LuG. Generating high-fidelity texture in RGB-D reconstruction using patches density regularization. Computer-aided design, 2023, 160: 103516 J]
|
| [13] |
RODRIGUEZ-PARDO C, GARCES E. SeamlessGAN: self-supervised synthesis of tileable texture maps[J]. IEEE transactions on visualization and computer graphics, 2022.
|
| [14] |
ShiC, QinZ, HuX, et al.. Phase error reduction for a structured-light 3D system based on a texture-modulated reprojection method. Sensors, 2024, 24(7): 2075 J]
|
| [15] |
YAO P, CHEN Y, GAI S, et al. Accurate 3D measurement of complex texture objects by height compensation using a dual-projector structure[J]. IEEE transactions on image processing, 2024.
|
| [16] |
SONG J G, LEE J W. A CNN-based online self-calibration of binocular stereo cameras for pose change[J]. IEEE transactions on intelligent vehicles, 2023.
|
| [17] |
GuoN, ZhaoQ, FanH, et al.. Binocular stereo vision calibration based on accurate ellipse detection algorithm of direct calculation and grating conversion check. Optik, 2021, 242: 166269 J]
|
| [18] |
WangY, HussainB, YueC P. Arbitrarily tilted receiver camera correction and partially blocked LED image compensation for indoor visible light position-ing. IEEE sensors journal, 2021, 22(6): 4800-4807 J]
|
| [19] |
ZhangZ, HeL, ZhangF, et al.. A stable vision-based pose measurement approach by fusing the plane constraints formed by the control points and optical center. Measurement, 2024, 224: 113815 J]
|
| [20] |
XuX B, FeiZ W, YangJ, et al.. Line structured light calibration method and centerline extraction: a review. Results in physics, 2020, 19: 103637 J]
|
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Tianjin University of Technology