CT用于非人体目标几何体的三维重建

doi:10.3969/j.issn.0255-8297.2024.02.009

Abstract

Abstract: In scenarios involving hollowed-out structures, occlusions and narrow spaces, the scanning process tend to be lengthy. Moreover, substantial manual interaction is often required for mesh generation, and the effect of 3D surface rendering is not always ideal. This paper attempts to perform 3D scanning for various handicrafts made of porcelain, pottery, wood and bronze based on medical CT. Contour points on each image are extracted to obtain 3D point cloud, subsequently facilitating surface rendering through meshing. Meanwhile, 3D display is directly conducted based on a volume rendering algorithm. The results indicate the superiority of volume rendering over surface rendering, as it reveals more detailed information and involves fewer manual operations. Quantitative accuracy evaluation demonstrates the feasibility and efficiency of CT-based non-human tissue 3D reconstruction.

Key words: 3D reconstruction, CT scanning, surface rendering, volume rendering, reverse engineering

CLC Number:

TP391

DONG Jingxian, MA Jingwen, CAI Hongsen, LI Xin, DENG Xianbo, HOU Wenguang. CT Based Non-human Tissue 3D Reconstruction[J]. Journal of Applied Sciences, 2024, 42(2): 280-289.

References

[1] Eitel J U H, Hofle B, Vierling L A, et al. Beyond 3-D:the new spectrum of lidar applications for earth and ecological sciences [J]. Remote Sensing of Environment, 2016, 186:372-392.
[2] 邵壮. 馆藏文物三维数字化探究——以中国国家博物馆为例[J]. 文物鉴定与鉴赏, 2020(24):97-103. Shao Z. Exploration of three-dimensional digitization of museum collection:a case study of the national museum of China [J]. Identification and Appreciation to Cultural Relics, 2020(24):97-103. (in Chinese)
[3] 宫文峰, 黄美发. 逆向工程技术的应用与研究[J]. 机械设计与制造, 2013(1):110-112. Gong W F, Huang M F. Application and research of reverse engineering technology [J]. Machinery Design & Manufacture, 2013(1):110-112.(in Chinese)
[4] 魏言标, 郑磊, 薛少兵, 等. 基于三坐标测量和3D扫描的凸轮逆向建模设计[J]. 机械设计, 2021(9):38. Wei Y B, Zheng L, Xue S B, et al. Design of cam reverse modeling based on three-coordinate measurement and 3D scanning [J]. Journal of Machine Design, 2021(9):38. (in Chinese)
[5] Mian S H, Mannan M A, Al-Ahmari A. Accuracy of a reverse-engineered mould using contact and non-contact measurement techniques [J]. International Journal of Computer Integrated Manufacturing, 2015, 28(5):419-436.
[6] Prince S J D. Computer vision:models, learning, and inference [M]. New York:Cambridge University Press, 2012.
[7] 杨必胜, 梁福逊, 黄荣刚. 三维激光扫描点云数据处理研究进展、挑战与趋势[J]. 测绘学报, 2017, 46(10):1509-1516. Yang B S, Liang F X, Huang R G. Progress, challenges and perspectives of 3D LiDAR point cloud processing [J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1509-1516. (in Chinese)
[8] Helle R H, Lemu H G. A case study on use of 3D scanning for reverse engineering and quality control [J]. Materials Today:Proceedings, 2021, 45(6):5255-5262.
[9] Berger M, Tagliasacchi A, Seversky L M, et al. A survey of surface reconstruction from point clouds [J]. Computer Graphics Forum, 2017, 36(1):301-329.
[10] 李燕, 谭鸥, 段会龙. 三维医学图象可视化技术综述[J]. 中国图象图形学报, 2001, 6(2):103-110. Li Y, Tan O, Duan H L. Review:visualization of three-dimensional medical images [J]. Journal of Image and Graphics, 2001, 6(2):103-110. (in Chinese)
[11] Qin X, Wang J, Zhu S, et al. A GPU-based fast dynamic volume rendering method for 4D medical images [J]. Journal of Computer-Aided Design & Computer Graphics, 2011, 23(11):1789-1798.
[12] Hu H. Multi-slice helical CT:scan and reconstruction [J]. Medical Physics, 1999, 26(1):5-18.
[13] Paul S. Fundamentals of medical imaging [M]. 3rd ed. Cambridge:Cambridge University Press, 2017.
[14] 余晓锷, 龚剑. CT原理与技术[M]. 北京:科学出版社, 2014.
[15] 李月卿. 医学影像成像理论[M]. 北京:人民卫生出版社, 2003.
[16] Remondino F. Heritage recording and 3D modeling with photogrammetry and 3D scanning [J]. Remote Sensing, 2011, 3(6):1104-1138.
[17] Gopiy M, Krishnan S, Silva C T. Surface reconstruction based on lower dimensional localized delaunay triangulation [J]. Computer Graphics Forum, 2010, 19(3):467-478.
[18] Newman T S, Yi H. A survey of the marching cubes algorithm [J]. Computers & Graphics, 2006, 30(5):854-879.
[19] Lorensen W E, Cline H E. Marching cubes:a high resolution 3D surface construction algorithm [J]. ACM SIGGRAPH Computer Graphics, 1987, 21(4):163-169.
[20] 成思源, 杨雪荣. Geomagic Studio逆向建模技术及应用[M]. 北京:清华大学出版社, 2016.
[21] Kaufman A, Cohen D, Yagel R. Volume graphics [J]. Computer, 1993, 26(7):51-64.
[22] 易玮玮, 陈子轩, 徐泽楷, 等. 一种基于CPU的三维超声图像体绘制方法[J]. 生命科学仪器, 2019, 17(1):32-36, 31. Yi W W, Chen Z X, Xu Z K, et al. CPU-based volume rendering method for 3D ultrasound image [J]. Life Science Instruments, 2019, 17(1):32-36, 31. (in Chinese)
[23] Calhoun P S, Kuszyk B S, Heath D G, et al. Three-dimensional volume rendering of spiral CT data:theory and method [J]. Radiographics, 1999, 19(3):745-64.
[24] Fishman E K, Ney D R, Heath D G, et al. Volume rendering versus maximum intensity projection in CT angiography:what works best, when, and why [J]. Radiographics, 2006, 26(3):905-922.
[25] Khamfongkhruea C, Thongsawad S, Tannanonta C, et al. Comparison of CT images with average intensity projection, free breathing, and mid-ventilation for dose calculation in lung cancer [J]. Journal of Applied Clinical Medical Physics, 2017, 18(2):26-36.
[26] Narizzano M, Arnulfo G, Ricci S, et al. SEEG assistant:a 3DSlicer extension to support epilepsy surgery [J]. BMC Bioinformatics, 2017, 18(1):124.
[27] Mahnken A H, Bruners P, Schmidt B, et al. Left ventricular function can reliably be assessed from dual-source CT using ECG-gated tube current modulation [J]. Investigative Radiology, 2009, 44(7):384-389.
[28] Liu J F, Zhen R. Study on the density characterization of the CT image [C]//World Conference on Nondestructive Testing, 2008:2541-2547.
[29] Rafael G, Richard W. Digital image processing, global edition [M]. New York:Pearson Education Limited, 2017.

CT Based Non-human Tissue 3D Reconstruction

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 9

Recommended Articles

Metrics

Comments

[1]	HOU Dong-ao, LU Yu-ming, WANG Yu-ling, LIU Wu. MRI-Based Segmentation and Three-Dimensional Reconstruction of Brain Tumor [J]. Journal of Applied Sciences, 2018, 36(5): 808-818.
[2]	ZHANG Guo. Satellite Video Processing and Applications [J]. Journal of Applied Sciences, 2016, 34(4): 361-370.
[3]	DONG Wei-chao, YE Nan, ZHANG Li-yan. Sub-pixel Matching of Square Grid Images for Strain Measurement in Sheet Metal Forming [J]. Journal of Applied Sciences, 2010, 28(3): 254-260.
[4]	GE Jun, SHU Hua-zhong, BAO Xu-dong, LUO Li-min. Accelerating GPU-Based Volume Rendering in Conjunction with Surface Rendering [J]. Journal of Applied Sciences, 2009, 27(2): 167-171.
[5]	JIN Shi-qun;ZHANG Li;FAN Li-qin . Error Correction in 3D Reconstruction System Using Single Image [J]. Journal of Applied Sciences, 2007, 25(6): 627-627 .
[6]	WU Jia-qi, CHEN Jin-bo. Three Dimensional Reconstruction of Spatial Drone Position and Posture [J]. Journal of Applied Sciences, 2005, 23(6): 640-644.
[7]	ZHANG Li-yan, ZHOU Ru-rong, ZHOU Lai-shui. Research on the Algorithm of Hole Repairing in Mesh Surfaces [J]. Journal of Applied Sciences, 2002, 20(3): 221-224.
[8]	ZHANG Li-yan, ZHOU Lai-shui, CAI Wei-bin, ZHOU Ru-rong. B-spline Surface Reconstruction Based on Digitized Section Data [J]. Journal of Applied Sciences, 2002, 20(2): 173-177.
[9]	SHI Zhao-yao, XIE Hua-kun, FEI Ye-tai. Reverse Solution Principle of Curved-profile Worms and Its Utilization [J]. Journal of Applied Sciences, 2000, 18(1): 85-88.